Why Investors Should Lower Expectations For Making Money on Stocks

Vanguard, others predict bonds will rival single-digit returns on stocks; best bets are overseas.The era of big returns on stocks is over. It’s time for investors to recalibrate their expectations. That’s what many Wall Street firms and advisors are telling their clients.

Look for lower returns from U.S. stocks during the next decade compared with what has historically been the case, and expect U.S. bond returns that are on a par with equities. The best returns are projected for overseas stocks and bonds. Returns from most asset classes are projected to be positive.

“The next 10 years will be different than the last 10 years,” says Jim Masturzo, partner and chief investment officer of multi-asset strategies at Newport Beach, California-based Research Affiliates. “It will be more normal.”

Expect Single-Digit U.S. Stock Returns

With inflation at the highest levels in 40 years, against a backdrop of rising interest rates and a decline in valuations, long-term returns for U.S. equities are projected to be in the low- to mid single-digit territory. That’s compared with a historical yearly average of 12%-13% before inflation, and well below the nearly 16% average annual returns of the past decade.

This is clearly a whole new world to which investors are unaccustomed after decades of low inflation and the near-zero interest rates of the past 10 years. “Returns will be more muted compared with history and especially the past two years, especially for equities,” says Roger Aliaga-Diaz, head of portfolio construction and chief Americas economist at The Vanguard Group.

Bond Returns to Rival Stocks

On the brighter side, bonds are seen giving equities a run for their money, as fixed-income returns are projected to rival those of stocks.

“Bond market returns could equal equity returns with less risk,” says Joseph Carson, economic consultant and former chief economist at AllianceBernstein. Returns on stocks in the next decade will appear “minuscule” at 4%-5%, he says, mainly because “equity returns for three of the last four decades were far above average.”

Stocks benefited from declining inflation and lower bond yields in the 1980s. Stable inflation and expectations of “a new era of long cycles of growth and earnings” pushed stock returns higher in the 1990s. And “in the decade ending 2020 it was zero rates and inflated market multiples” that led to outsize gains in stocks, says Carson.

A line chart showing rolling annualized 10-year returns between 1971 and 2021.

The Lost Decade

The outlier decade proved to be 2000 through 2009, a period that included the terrorist attacks of Sept. 11, 2001, as well as two punishing recessions and accompanying bear markets that dragged down returns and set the stage for easy money conditions. In what became known as the Lost Decade, stocks delivered a negative annualized total return of 0.95%, the only decade outside the Great Depression in which total returns for the period were negative.

At the start of the decade, a bubble in technology, telecommunications, and media stocks burst, resulting in a recession and the bear market of 2000-02, when stocks fell nearly 50%.

Not long afterward came the global financial crisis of 2007-09, precipitated by a housing meltdown brought about by banks and mortgage companies extending credit and making nontraditional interest-only and adjustable-rate loans to high-risk borrowers that were then packaged into mortgage-backed securities and collateralized debt obligations and sold as stable and safe investments.

With home prices skyrocketing, the Federal Reserve started raising rates to cool the market, which prompted a wave of mortgage defaults and a subsequent liquidity crisis. The result: the deepest and longest-lasting recession since World War II. Stocks fell about 55%. The unemployment rate more than doubled.

The interventions to rescue the financial system and the economy during the crisis introduced ultraloose monetary policies that were reintroduced more recently during the pandemic crisis of 2020, creating a boom in asset prices and driving inflation to the highest levels since the 1980s. Aiming to rein in spiraling prices, the Fed has boosted the federal-funds rate six times this year at an aggressive pace and plans to continue until it sees clear signs that inflation is abating and heading back to its target rate of 2% from more than 8%.

That’s driven up yields on bonds, driving their prices lower, and sent stocks sliding. No one expects inflation and interest rates to stay at current levels over the next 10 years, but they will be at higher levels than has been the case in the past decade. And that will affect valuations.

The Case for Bonds

“Definitely, the case for bonds in the portfolio is coming back,” says Aliaga-Diaz of Vanguard. “Higher yields make the case for bonds stronger.” Over the next 10 years, Vanguard is forecasting annualized nominal returns, that is before adjusting for inflation, on U.S. equities of 4.7%-6.7% and U.S. bonds at 4.1%-5.1%.

Research Affiliates projects annualized nominal returns on U.S. equities of 2.3% over the next decade. Its forecast for U.S. bonds is 5.1% on an annualized nominal basis. Morningstar Investment Management projects U.S. stocks will deliver 5.5% in annualized nominal returns and 4.8% for U.S. bonds.

A grouped bar chart showing forecasts for annualized asset class returns over the next 10 yrs from Morningstar, Vanguard, and Research Affiliates.

Of course, stock and bond returns will vary from year to year, but these long-term annualized forecasts provide a gauge that helps firms construct diversified asset-allocation portfolios that can be tailored to optimize returns for different risk tolerances.

Investment firms also calculate these projections in real terms, which means they factor inflation into their models in addition to other variables such as valuations, earnings growth estimates, and dividend yields to obtain a more accurate assessment of potential total returns. Still, it has become standard practice for firms to issue forecasts in nominal terms because that is what is reflected in client accounts.

As Vanguard’s Aliaga-Diaz explains: “If you start with a $1,000 investment in 2022 and your portfolio returns 10% in nominal terms in 2023, your account will be $1,100. In real terms, your account would be worth $1,080 measured in 2022 dollars.”

Many investors may be gun-shy about embracing bonds, burned by steep double-digit losses this year in their portfolios at a time when stocks fell into a bear market.

The popular investment strategy of structuring portfolios with a mix of 60% stocks and 40% bonds to achieve attractive risk-adjusted returns with lower volatility, the so-called 60/40 portfolio, failed to provide the diversification and balance that made it a tried-and-true investment approach for so long, delivering 10.6% average annual returns for the past 40 years.

The Morningstar US Moderate Target Allocation Index, which serves as a benchmark for the 60/40 strategy, is down 17.53% this year, while the Morningstar US Market Index is down more than 21%. But what worked so well for so long will work again, say strategists.

“There is a fear and concern that what we saw this year with stocks and bonds coming down together represents a new regime,” says Aliaga-Diaz. “But we will get back to the normal relationship.”

That view has been echoed by others, including Morgan Stanley’s chief cross-asset strategist Andrew Sheets, who has forecast a 10-year annualized return of 6.2% for the strategy. “While we do expect the 60/40 portfolio to deliver lower risk-adjusted returns compared with those over the last four decades, that doesn’t mean it is broken,” he wrote in a report issued this summer.

Starting Points Matter

A key driver of these forecasts comes down to prices: Lower prices point to higher implied returns. “Starting prices matter,” says Philip Straehl, global head of research and investment management at Morningstar Investment Management. “U.S. valuations have improved dramatically in the last 12 months. There’s been significant repricing in the U.S. equity markets.”

That’s even more true internationally, where stocks have had the added burden of coping with the strong U.S. dollar and weakened local currencies on top of inflation and rising rates. Strategists say developed and emerging markets represent the best opportunities for the highest returns.

Morningstar Investment Management forecasts stocks in developed international countries will return 9.4% annualized over the next decade. For emerging markets, the expectations are even rosier at 11.8%. Vanguard’s outlook for stocks in developed international countries is for annualized total returns of 7.2%-9.2%, and 7%-9% in emerging-markets equities. Research Affiliates is forecasting 13.1% returns annualized for emerging markets over the next 10 years and 12.6% annualized for developed international markets.

“Our recommendation would be to look outside the U.S.,” says John Thorndike, co-head of asset allocation at Boston-based investment manager GMO, which bases its outlook on a seven-year investing time frame. “If you are going to take equity risk, take the bulk of it in non-U.S. value stocks. We think you should take the risk. These stocks are attractive.”

By:

Source: Why Investors Should Lower Expectations for Making Money on Stocks | Morningstar

.

Related contents:

US stock market closes higher to snap 3-day losing streak Anadolu Agency

.
Marketing Programs To Buy:
10 Bold Actions In Positive Life     https://jvz3.com/c/202927/383942/
3D Pal Toons     https://jvz6.com/c/202927/381689/
4brandcommercial        https://jvz1.com/c/202927/375487
7 Minutes Kit      https://jvz8.com/c/202927/374505/
9 figure Success        https://jvz8.com/c/202927/384653/
Ad Raven      https://jvz4.com/c/202927/382796/
Ada leadz     https://jvz8.com/c/202927/376381
ADA Web      https://jvz3.com/c/202927/383751/
AdRaven       https://jvz3.com/c/202927/382851/
Adsense Machine      https://jvz2.com/c/202927/290487
Adtivate Agency      https://jvz3.com/c/202927/383706/
AdvertSuite     https://jvz1.com/c/202927/335011/
AdzHero     https://jvz2.com/c/202927/366972/
AffiliateMatic     https://jvz3.com/c/202927/381148/
Agency Client Finder    https://jvz3.com/c/202927/384619/
Agencyscale      https://jvz1.com/c/202927/383113/
AgencyScale      https://jvz4.com/c/202927/383111/
AIWA Commercial     https://jvz2.com/c/202927/365061
ALL-in-One HD Stock    https://jvz4.com/c/202927/381560
Animaxime    https://jvz2.com/c/202927/383307/
Appimize      https://jvz8.com/c/202927/370227
Appoint B Agency     https://jvz1.com/c/202927/384630/
Appointomatic      https://jvz6.com/c/202927/374258
Appowls    https://jvz4.com/c/202927/381231/
Art Of Living    https://jvz4.com/c/202927/382425/
Audiencetoolkit     https://jvz6.com/c/202927/302715
Aweber Crash Course     https://jvz6.com/c/202927/383057/
Backlinkindexer    https://jvz6.com/c/202927/88118
BettingMaster      https://jvz2.com/c/202927/387079/
BevTraders    http://www.bevtraders.com/?ref=arminham
Big Audio Club     https://jvz6.com/c/202927/380087/
BigAudio Club    https://jvz2.com/c/202927/380877/
Boost Optimism   https://jvz2.com/c/202927/380692/
BrandElevate   https://jvz4.com/c/202927/381807/
BrandElevate   https://jvzoo.com/c/202927/381812
Bybit     https://www.bybit.com/en-US/invite?ref=ALEXP
CanvaKitz    https://jvz4.com/c/202927/379051/
ChatterPal    https://jvz8.com/c/202927/324615
Clientfinda   https://jvz8.com/c/202927/370806
Clipsreel   https://jvz3.com/c/202927/372682
Commission smasher   https://jvz3.com/c/202927/376879
Content Gorilla   https://jvz2.com/c/202927/330783
Content Tool Kit   https://jvz3.com/c/202927/329145/
CourseAlly eLearning   https://jvz4.com/c/202927/384759/
CourseReel   https://jvz2.com/c/202927/355249
Courserious   https://jvz8.com/c/202927/360397/
Coursova   https://jvz1.com/c/202927/376527
Creaitecontent  https://jvz1.com/c/202927/376986
Credit Repair   https://jvz8.com/c/202927/377815/
Cryptokit    https://jvz8.com/c/202927/383809/
CryptoRocket    https://jvz6.com/c/202927/378113/
CryptoUnderworld     https://jvz8.com/c/202927/374345/
Dealcheck     https://dealcheck.io?fp_ref=armin16
DesignaSuite      https://jvz2.com/c/202927/297271
DesignBeast    https://jvz6.com/c/202927/371547
DevelopSelfEmpowerment     https://jvz6.com/c/202927/383094/
DFYContentClub     https://jvz6.com/c/202927/381337/
DFYSuite   https://jvz3.com/c/202927/381194/
Diabetes Guide    https://jvz2.com/c/202927/358870/
Diddly Pay’s    https://jvz2.com/c/202927/315596
Diet fitness diabetes   https://jvz1.com/c/202927/286851
Domainname    https://jvz6.com/c/202927/377005
Dominate Email   https://jvz4.com/c/202927/386980/
Dropshiply   https://jvz3.com/c/202927/383483/
DUX Forex Signals   https://jvz3.com/c/202927/128215/
EBook Agency    https://jvz2.com/c/202927/384573/
Ejaculation Total   https://jvz2.com/c/202927/75989/
Email Monetizer    https://jvz2.com/c/202927/386337/
EngagerMate  https://jvz8.com/c/202927/328172
EngageYard   https://jvz2.com/c/202927/383051/
Explaindio    https://jvz1.com/c/202927/123757/
Extreme Adz   https://jvz8.com/c/202927/379244/
Extreme Coupon  https://jvz1.com/c/202927/216101/
EZ Local Appointment  https://jvz2.com/c/202927/385180/
EZDeals  https://jvz8.com/c/202927/377689/
Ezy  https://jvz1.com/c/202927/381935/
Ezy MultiStores  https://jvzoo.com/c/202927/381935
Facebook Cash Machine   https://jvz4.com/c/202927/382333/
Facedrip  https://jvz1.com/c/202927/376325/
FaceSwap   https://jvz4.com/c/202927/381768/
Fade To Black   https://jvz2.com/c/202927/344541
Fanpage  https://jvz4.com/c/202927/144349
Fitness Nutrition   https://jvz4.com/c/202927/353334/
Followup Builder   https://jvz3.com/c/202927/386313/
Forex Atlatian   https://jvz8.com/c/202927/25069/
Forex Blizz   https://jvz8.com/c/202927/144577/
Forex Blue Stark  https://jvz3.com/c/202927/47481/
Forex expert   https://jvz1.com/c/202927/376877
Forex Hybrid Scalper    https://jvz6.com/c/202927/95037/
Forex Joustar   https://jvz6.com/c/202927/381617/
Forex Mastery   https://jvz2.com/c/202927/144621/
Forex Scouts   https://jvz6.com/c/202927/132677/
forrk  https://jvz1.com/c/202927/373449
FusionMT4    https://jvz2.com/c/202927/372523/
FX Goldminer  https://jvz1.com/c/202927/381439/
Galactic  https://jvz1.com/c/202927/188236/
Gaming job   https://jvz2.com/c/202927/184902  s
Genesis Mining   https://www.genesis-mining.com/a/2535466
Gluten free   https://jvz4.com/c/202927/296191
GMB Magic  https://jvz2.com/c/202927/377194
Graphic Alta  https://jvz2.com/c/202927/324492/
Heal Your Emptiness   https://jvz6.com/c/202927/384848/
High Converting Emails  https://jvz3.com/c/202927/386305/
HostLegends    https://jvz4.com/c/202927/384755/
Hostley Domain Creator   https://jvz1.com/c/202927/379223/
Human Synthesys Studio  https://jvz8.com/c/202927/367353/
ImageX   https://jvz6.com/c/202927/363237/
IMSyndicator  https://jvz1.com/c/202927/370769
Inboxr   https://jvz2.com/c/202927/312692
Insta Keyword    https://jvz6.com/c/202927/351606/
Instant Website   https://jvz2.com/c/202927/377557
InstantWebsiteBundle          https://jvz6.com/c/202927/377557
iTraffic X  https://jvz2.com/c/202927/320466
keysearch  https://jvz3.com/c/202927/194909
KlickCourse   https://jvz3.com/c/202927/385006/
Klippyo Kreators  https://jvz8.com/c/202927/327447
KoinCart   https://jvz2.com/c/202927/383555/
Leadvalet   https://jvz3.com/c/202927/385580/
LegalSuites   https://jvz2.com/c/202927/388896/
Levidio Royal Podcasting   https://jvz6.com/c/202927/384025/
Linkable DFY   https://jvz6.com/c/202927/385873/
Linkomatic  https://jvz2.com/c/202927/380937/
LiteTrading   https://www.litefinance.com/?uid=929237543
Live Your Truth  https://jvz6.com/c/202927/379020
Living An Intentional Life    https://jvzoo.com/c/202927/382455
Living an International Life    https://jvz8.com/c/202927/382455/
Local Leader   https://jvz4.com/c/202927/383751/
Local Sites   https://jvz4.com/c/202927/380543/
LocalAgencyBox  https://jvz2.com/c/202927/359468
LocalCentric   https://jvz2.com/c/202927/379339/
LocalioAI    https://jvz6.com/c/202927/378310/
MarketAll      https://jvz2.com/c/202927/386971/
Marketingblocks     https://jvz6.com/c/202927/374934
MarketPresso   https://jvz2.com/c/202927/369837
Massfluence  https://jvz4.com/c/202927/386885/
Mat1 Simple Funnel   https://jvz2.com/c/202927/380197/
Maxslides  https://jvz8.com/c/202927/376842
Mech Forex Robot   https://jvz6.com/c/202927/383447/
MediaCloudPro   https://jvz2.com/c/202927/343635
Megasuite   https://jvz3.com/c/202927/383953/
Mobi First   https://jvz2.com/c/202927/353694/
Motion Kingdom Studio  https://jvz4.com/c/202927/383177/
Movid Animation  https://jvz6.com/c/202927/380385/
MT4Code System   https://jvz2.com/c/202927/376925
My Passive Income   https://jvz1.com/c/202927/384099/
MyMailIt   https://jvz3.com/c/202927/292919
MyTrafficJacker   https://jvz2.com/c/202927/353558
Next Drive  https://jvz4.com/c/202927/371095/
NichBox  https://jvz2.com/c/202927/370705/
Organic Life Guide  https://jvz8.com/c/202927/366872/
Pcommerce   https://jvz6.com/c/202927/372265/
Phemex  https://phemex.com/register-vt1?referralCode=D8HUS2
Photokit  https://jvz4.com/c/202927/373207/
PicsAds   https://jvz2.com/c/202927/385468/
PigMoneyMethod   https://jvz2.com/c/202927/377665/
Pipstock    http://pipstockexchange.com/register?ref=204
Pitchdeck   https://jvz3.com/c/202927/347847/
Pixal  https://jvz2.com/c/202927/378775/
PixaStudio    https://jvz1.com/c/202927/373089/
Pixivid   https://jvz6.com/c/202927/385213/
PlanB Muscle Growth   https://jvz1.com/c/202927/36517/
PlayerNeos   https://jvz2.com/c/202927/376962
Podcast Advantage   https://jvz8.com/c/202927/379995/
Podcast Masterclass  https://jvz3.com/c/202927/379998/
PodKastr    https://jvz1.com/c/202927/369500/
PopLinks    https://jvz2.com/c/202927/368095/
Postradamus     https://jvz6.com/c/202927/108695
Power Reviews    https://jvz8.com/c/202927/384625/
Powrsuite   https://jvz1.com/c/202927/376361
PR Rage  https://jvz4.com/c/202927/343405
prime stocks   https://jvz8.com/c/202927/369164  prime stocks
Profile mate    https://jvz4.com/c/202927/358049
Promovidz   https://jvz8.com/c/202927/375692/
Push Button Traffic   https://jvz2.com/c/202927/301402
QR Verse   https://jvz3.com/c/202927/383865/
Quintex Capital     https://quintexcapital.com/?ref=arminham
Quit Smoking    https://jvz3.com/c/202927/359081/
QuizMatic   https://jvz6.com/c/202927/387116/
Reputor   https://jvz8.com/c/202927/380159/
ReVideo  https://jvzoo.com/c/202927/381761
ReviewReel   https://jvz6.com/c/202927/382663/
Rewriter   https://jvz4.com/c/202927/353373/
RSI SEO   https://jvz6.com/c/202927/384381/
Scriptdio   https://jvz4.com/c/202927/385387/
Seniors Income    https://jvz2.com/c/202927/383888/
Senuke  https://jvz6.com/c/202927/279944
ShopABot   https://jvz2.com/c/202927/291955
ShopFunnels   https://jvz3.com/c/202927/384069/
SocialAgency360   https://jvz1.com/c/202927/385357/
SociCake  https://jvz2.com/c/202927/321987
Socifeed   https://jvz6.com/c/202927/375706
SociJam  https://jvz2.com/c/202927/309649
Soronity  https://jvz6.com/c/202927/368736
SqribbleEbook   https://jvz6.com/c/202927/283867
Stackable Picture   https://jvz1.com/c/202927/385046/
Steven Alvey’s   https://jvz2.com/c/202927/351754
Stoodaio   https://jvz1.com/c/202927/372094
Storymate    https://jvz3.com/c/202927/320972
StreamPilot   https://jvz2.com/c/202927/385431/
Studioninja   https://jvz1.com/c/202927/374965
Sunday Freebie  https://jvz1.com/c/202927/267113/
Super backdrop   https://jvz8.com/c/202927/376524
Survai    https://jvz8.com/c/202927/380933/
Syndranker    https://jvz3.com/c/202927/378143/
Talkingfaces   https://jvz3.com/c/202927/375550
The Internet Marketing   https://jvz2.com/c/202927/289944
Tonai Voice Content   https://jvz8.com/c/202927/383119/
Toon Video Maker    https://jvz2.com/c/202927/357201
TrafficForU   https://jvz3.com/c/202927/381950/
Trendio  https://jvz3.com/c/202927/381003/
TubePal   https://jvz6.com/c/202927/379863/
Tubeserp   https://jvz3.com/c/202927/370472
TubeTargeter  https://jvz6.com/c/202927/377211
TuneMingo    https://jvz3.com/c/202927/386556/
TV Boss Fire  https://jvz6.com/c/202927/379480/
Ultrafunnels A.I   https://jvz2.com/c/202927/381129/
VIADZ Ad Template  https://jvz4.com/c/202927/379307/
Vidcentric   https://jvz4.com/c/202927/376095
Viddeyo    https://jvz6.com/c/202927/382326/
Videevolve   https://jvz4.com/c/202927/381011/
Video Campaignor      https://jvz4.com/c/202927/387058/
Video Games   https://jvz3.com/c/202927/184902/
VideoEnginePro     https://jvz2.com/c/202927/372916
VideoGameSuite    https://jvz3.com/c/202927/366537/
VideoRobot Enterprise   https://jvz8.com/c/202927/291061
VidKreate   https://jvz6.com/c/202927/386029/
VidMingo   https://jvz6.com/c/202927/378359/
VidRaffle   https://jvz2.com/c/202927/386840/
VidSnatcher    https://jvz3.com/c/202927/342585
VidVoicer    https://jvz1.com/c/202927/379983/
Vidzura   https://jvz4.com/c/202927/385754/
Viral dash   https://jvz6.com/c/202927/375959
Viral Quotes      https://jvz2.com/c/202927/386984/
VirtualReel   https://jvz8.com/c/202927/376849
Vocalic  https://jvz2.com/c/202927/383848/
VoiceBuddy    https://jvz1.com/c/202927/342854
VR Studio  https://jvz8.com/c/202927/388296/
WebCop  https://jvz4.com/c/202927/378683/
Webinarkit   https://jvz3.com/c/202927/383937/
Webprimo   https://jvz1.com/c/202927/379455/
WordPress Mastery   https://jvz1.com/c/202927/386249/
WowBackgraounds   https://jvz2.com/c/202927/381556/
WP GDPR    https://jvz8.com/c/202927/299907
WP Simulator    https://jvz3.com/c/202927/46987/
Writer Arc   https://jvz1.com/c/202927/386602/
writing job   https://jvz8.com/c/202927/213027
XBrain Forex   https://jvz3.com/c/202927/372305/
XFUNNELS   https://jvz2.com/c/202927/310335
Xinemax  https://jvz1.com/c/202927/381749/
YoDrive   https://jvz2.com/c/202927/384700/
YoSeller   https://jvz4.com/c/202927/387544/
Your 3DPal   https://jvz2.com/c/202927/381685/
YTSuite   https://jvzoo.com/c/202927/381179
Zappable   https://jvz3.com/c/202927/367328/

Scientists Increasingly Can’t Explain How AI Works

Image: Getty Images

AI researchers are warning developers to focus more on how and why a system produces certain results than the fact that the system can accurately and rapidly produce them.

What’s your favorite ice cream flavor? You might say vanilla or chocolate, and if I asked why, you’d probably say it’s because it tastes good. But why does it taste good, and why do you still want to try other flavors sometimes? Rarely do we ever question the basic decisions we make in our everyday lives, but if we did, we might realize that we can’t pinpoint the exact reasons for our preferences, emotions, and desires at any given moment. 

There’s a similar problem in artificial intelligence: The people who develop AI are increasingly having problems explaining how it works and determining why it has the outputs it has. Deep neural networks (DNN)—made up of layers and layers of processing systems trained on human-created data to mimic the neural networks of our brains—often seem to mirror not just human intelligence but also human inexplicability.

Most AI systems are black box models, which are systems that are viewed only in terms of their inputs and outputs. Scientists do not attempt to decipher the “black box,” or the opaque processes that the system undertakes, as long as they receive the outputs they are looking for. For example, if I gave a black box AI model data about every single ice cream flavor, and demographic data about economic, social, and lifestyle factors for millions of people, it could probably guess what your favorite ice cream flavor is or where your favorite ice cream store is, even if it wasn’t programmed with that intention.

These types of AI systems notoriously have issues because the data they are trained on are often inherently biased, mimicking the racial and gender biases that exist within our society. The haphazard deployment of them leads to situations where, to use just one example, Black people are disproportionately misidentified by facial recognition technology. It becomes difficult to fix these systems in part because their developers often cannot fully explain how they work, which makes accountability difficult.

As AI systems become more complex and humans become less able to understand them, AI experts and researchers are warning developers to take a step back and focus more on how and why a system produces certain results than the fact that the system can accurately and rapidly produce them. 

“If all we have is a ‘black box’, it is impossible to understand causes of failure and improve system safety,” Roman V. Yampolskiy, a professor of computer science at the University of Louisville, wrote in his paper titled “Unexplainability and Incomprehensibility of Artificial Intelligence.” “Additionally, if we grow accustomed to accepting AI’s answers without an explanation, essentially treating it as an Oracle system, we would not be able to tell if it begins providing wrong or manipulative answers.”

Black box models can be extremely powerful, which is how many scientists and companies justify sacrificing explainability for accuracy. AI systems have been used for autonomous cars, customer service chatbots, and diagnosing disease, and have the power to perform some tasks better than humans can.

For example, a machine that is capable of remembering one trillion items, such as digits, letters, and words, versus humans, who on average remember seven in their short-term memory would be able to process and compute information at a much faster and improved rate than humans.

Among the different deep learning models include generative adversarial networks (GANs), which are most often used to train generative AI models, such as text-to-image generator MidJourney AI. GANs essentially pit AI models against each other to do a specific task; the “winner” of each interaction is then pitted against another model, allowing the model to iterate itself until it becomes very good at doing that task. The issue is that this creates models that their developers simply can’t explain.  

“I think in a lot of cases, people look to these black box models as a response to lack of resources. It would be very convenient to have an automated system that can produce the kinds of outputs they’re looking for from the kind of inputs they have,” Emily M. Bender, a professor of linguistics at the University of Washington, told Motherboard.

“If you have a dataset consisting of such inputs and outputs, it’s always possible to train a black box system that can produce outputs of the right type—but often much, much harder to evaluate whether they are correct. Furthermore, there are lots of cases where it’s impossible to make a system where the outputs would be reliably correct because the inputs just don’t contain enough information.

When we put our trust in a system simply because it gives us answers that fit what we are looking for, we fail to ask key questions: Are these responses reliable, or do they just tell us what we want to hear? Whom do the results ultimately benefit? And who is responsible if it causes harm?……

Read more…..

Source: Scientists Increasingly Can’t Explain How AI Works

.

Related contents:

Call Center Artificial Intelligence (AI) Market Destine to Reach USD 7553.36 Million Globally by 2029, Size, Share,… GlobeNewswire (Press Release)

20:06
19:50
19:30
18:31
16:44
16:31
16:24
15:01
14:50
12:25
12:22
11:47
11:11
10:11
21:04 Wed, 09 Nov
19:04 Wed, 09 Nov
18:35 Wed, 09 Nov
17:20 Wed, 09 Nov
14:58 Wed, 09 Nov
14:49 Wed, 09 Nov
14:34 Wed, 09 Nov
08:43 Wed, 09 Nov
23:05 Tue, 08 Nov
22:31 Tue, 08 Nov
21:28 Tue, 08 Nov
20:25 Tue, 08 Nov
20:07 Tue, 08 Nov
17:49 Tue, 08 Nov
15:31 Tue, 08 Nov
15:30 Tue, 08 Nov
.
Marketing Programs To Buy:
10 Bold Actions In Positive Life     https://jvz3.com/c/202927/383942/
3D Pal Toons     https://jvz6.com/c/202927/381689/
4brandcommercial        https://jvz1.com/c/202927/375487
7 Minutes Kit      https://jvz8.com/c/202927/374505/
9 figure Success        https://jvz8.com/c/202927/384653/
Ad Raven      https://jvz4.com/c/202927/382796/
Ada leadz     https://jvz8.com/c/202927/376381
ADA Web      https://jvz3.com/c/202927/383751/
AdRaven       https://jvz3.com/c/202927/382851/
Adsense Machine      https://jvz2.com/c/202927/290487
Adtivate Agency      https://jvz3.com/c/202927/383706/
AdvertSuite     https://jvz1.com/c/202927/335011/
AdzHero     https://jvz2.com/c/202927/366972/
AffiliateMatic     https://jvz3.com/c/202927/381148/
Agency Client Finder    https://jvz3.com/c/202927/384619/
Agencyscale      https://jvz1.com/c/202927/383113/
AgencyScale      https://jvz4.com/c/202927/383111/
AIWA Commercial     https://jvz2.com/c/202927/365061
ALL-in-One HD Stock    https://jvz4.com/c/202927/381560
Animaxime    https://jvz2.com/c/202927/383307/
Appimize      https://jvz8.com/c/202927/370227
Appoint B Agency     https://jvz1.com/c/202927/384630/
Appointomatic      https://jvz6.com/c/202927/374258
Appowls    https://jvz4.com/c/202927/381231/
Art Of Living    https://jvz4.com/c/202927/382425/
Audiencetoolkit     https://jvz6.com/c/202927/302715
Audika  https://jvz8.com/c/202927/383635/
Aweber Crash Course     https://jvz6.com/c/202927/383057/
Backlinkindexer    https://jvz6.com/c/202927/88118
BettingMaster      https://jvz2.com/c/202927/387079/
BevTraders    http://www.bevtraders.com/?ref=arminham
Big Audio Club     https://jvz6.com/c/202927/380087/
BigAudio Club    https://jvz2.com/c/202927/380877/
Boost Optimism   https://jvz2.com/c/202927/380692/
BrandElevate   https://jvz4.com/c/202927/381807/
BrandElevate   https://jvzoo.com/c/202927/381812
Bybit     https://www.bybit.com/en-US/invite?ref=ALEXP
CanvaKitz    https://jvz4.com/c/202927/379051/
ChatterPal    https://jvz8.com/c/202927/324615
Clientfinda   https://jvz8.com/c/202927/370806
Clipsreel   https://jvz3.com/c/202927/372682
Commission smasher   https://jvz3.com/c/202927/376879
Content Genie   https://jvz8.com/c/202927/387717/
Content Gorilla   https://jvz2.com/c/202927/330783
Content Tool Kit   https://jvz3.com/c/202927/329145/
CourseAlly eLearning   https://jvz4.com/c/202927/384759/
CourseReel   https://jvz2.com/c/202927/355249
Courserious   https://jvz8.com/c/202927/360397/
Coursova   https://jvz1.com/c/202927/376527
Creaitecontent  https://jvz1.com/c/202927/376986
Credit Repair   https://jvz8.com/c/202927/377815/
Cryptokit    https://jvz8.com/c/202927/383809/
CryptoRocket    https://jvz6.com/c/202927/378113/
CryptoUnderworld     https://jvz8.com/c/202927/374345/
Dealcheck     https://dealcheck.io?fp_ref=armin16
DesignaSuite      https://jvz2.com/c/202927/297271
DesignBeast    https://jvz6.com/c/202927/371547
DevelopSelfEmpowerment     https://jvz6.com/c/202927/383094/
DFYappBiz   https://jvz1.com/c/202927/388099/
DFYContentClub     https://jvz6.com/c/202927/381337/
DFYSuite   https://jvz3.com/c/202927/381194/
Diabetes Guide    https://jvz2.com/c/202927/358870/
Diddly Pay’s    https://jvz2.com/c/202927/315596
Diet fitness diabetes   https://jvz1.com/c/202927/286851
Domainname    https://jvz6.com/c/202927/377005
Dominate Email   https://jvz4.com/c/202927/386980/
Dropshiply   https://jvz3.com/c/202927/383483/
DUX Forex Signals   https://jvz3.com/c/202927/128215/
EasyRankr  https://jvz2.com/c/202927/377194
EBook Agency    https://jvz2.com/c/202927/384573/
Ejaculation Total   https://jvz2.com/c/202927/75989/
Email Monetizer    https://jvz2.com/c/202927/386337/
EngagerMate  https://jvz8.com/c/202927/328172
EngageYard   https://jvz2.com/c/202927/383051/
Explaindio    https://jvz1.com/c/202927/123757/
Extreme Adz   https://jvz8.com/c/202927/379244/
Extreme Coupon  https://jvz1.com/c/202927/216101/
EZ Local Appointment  https://jvz2.com/c/202927/385180/
Ezy  https://jvz1.com/c/202927/381935/
Ezy MultiStores  https://jvzoo.com/c/202927/381935
Facebook Cash Machine   https://jvz4.com/c/202927/382333/
Facedrip  https://jvz1.com/c/202927/376325/
FaceSwap   https://jvz4.com/c/202927/381768/
Fade To Black   https://jvz2.com/c/202927/344541
Fanpage  https://jvz4.com/c/202927/144349
Fitness Nutrition   https://jvz4.com/c/202927/353334/
Followup Builder   https://jvz3.com/c/202927/386313/
Forex Atlatian   https://jvz8.com/c/202927/25069/
Forex Blizz   https://jvz8.com/c/202927/144577/
Forex Blue Stark  https://jvz3.com/c/202927/47481/
Forex expert   https://jvz1.com/c/202927/376877
Forex Hybrid Scalper    https://jvz6.com/c/202927/95037/
Forex Joustar   https://jvz6.com/c/202927/381617/
Forex Mastery   https://jvz2.com/c/202927/144621/
Forex Scouts   https://jvz6.com/c/202927/132677/
forrk  https://jvz1.com/c/202927/373449
FusionMT4    https://jvz2.com/c/202927/372523/
FX Goldminer  https://jvz1.com/c/202927/381439/
Galactic  https://jvz1.com/c/202927/188236/
Gaming job   https://jvz2.com/c/202927/184902  s
Genesis Mining   https://www.genesis-mining.com/a/2535466
Gluten free   https://jvz4.com/c/202927/296191
GMB Snap  https://jvz4.com/c/202927/376661
Grafikky  https://jvz4.com/c/202927/383879/
Graphic Alta  https://jvz2.com/c/202927/324492/
Heal Your Emptiness   https://jvz6.com/c/202927/384848/
High Converting Emails  https://jvz3.com/c/202927/386305/
HostLegends    https://jvz4.com/c/202927/384755/
Hostley Domain Creator   https://jvz1.com/c/202927/379223/
Human Synthesys Studio  https://jvz8.com/c/202927/367353/
ImageX   https://jvz6.com/c/202927/363237/
IMSyndicator  https://jvz1.com/c/202927/370769
Inboxr   https://jvz2.com/c/202927/312692
Insta Keyword    https://jvz6.com/c/202927/351606/
Instant Website   https://jvz2.com/c/202927/377557
InstantWebsiteBundle          https://jvz6.com/c/202927/377557
iTraffic X  https://jvz2.com/c/202927/320466
keysearch  https://jvz3.com/c/202927/194909
KlickCourse   https://jvz3.com/c/202927/385006/
Klippyo Kreators  https://jvz8.com/c/202927/327447
KoinCart   https://jvz2.com/c/202927/383555/
Leadvalet   https://jvz3.com/c/202927/385580/
Levidio Royal Podcasting   https://jvz6.com/c/202927/384025/
Linkable DFY   https://jvz6.com/c/202927/385873/
Linkomatic  https://jvz2.com/c/202927/380937/
LiteTrading   https://www.litefinance.com/?uid=929237543
Live Your Truth  https://jvz6.com/c/202927/379020
Living An Intentional Life    https://jvzoo.com/c/202927/382455
Living an International Life    https://jvz8.com/c/202927/382455/
Local Leader   https://jvz8.com/c/202927/383715/
Local Sites   https://jvz4.com/c/202927/380543/
LocalAgencyBox  https://jvz2.com/c/202927/359468
LocalCentric   https://jvz2.com/c/202927/379339/
LocalioAI    https://jvz6.com/c/202927/378310/
MarketAll      https://jvz2.com/c/202927/386971/
Marketingblocks     https://jvz6.com/c/202927/374934
MarketPresso   https://jvz2.com/c/202927/369837
Massfluence  https://jvz4.com/c/202927/386885/
Mat1 Simple Funnel   https://jvz2.com/c/202927/380197/
Maxslides  https://jvz8.com/c/202927/376842
Mech Forex Robot   https://jvz6.com/c/202927/383447/
MediaCloudPro   https://jvz2.com/c/202927/343635
Megasuite   https://jvz3.com/c/202927/383953/
Mobi First   https://jvz2.com/c/202927/353694/
Motion Kingdom Studio  https://jvz4.com/c/202927/383177/
Movid Animation  https://jvz6.com/c/202927/380385/
MT4Code System   https://jvz2.com/c/202927/376925
My Passive Income   https://jvz1.com/c/202927/384099/
MyMailIt   https://jvz3.com/c/202927/292919
MyTrafficJacker   https://jvz2.com/c/202927/353558
Next Drive  https://jvz4.com/c/202927/371095/
NichBox  https://jvz2.com/c/202927/370705/
Organic Life Guide  https://jvz8.com/c/202927/366872/
Pcommerce   https://jvz6.com/c/202927/372265/
Phemex  https://phemex.com/register-vt1?referralCode=D8HUS2
Photokit  https://jvz4.com/c/202927/373207/
PicsAds   https://jvz2.com/c/202927/385468/
PigMoneyMethod   https://jvz2.com/c/202927/377665/
Pipstock    http://pipstockexchange.com/register?ref=204
Pitchdeck   https://jvz3.com/c/202927/347847/
Pixal  https://jvz2.com/c/202927/378775/
PixaStudio    https://jvz1.com/c/202927/373089/
Pixivid   https://jvz6.com/c/202927/385213/
PlanB Muscle Growth   https://jvz1.com/c/202927/36517/
PlayerNeos   https://jvz2.com/c/202927/376962
Podcast Advantage   https://jvz8.com/c/202927/379995/
Podcast Masterclass  https://jvz3.com/c/202927/379998/
PodKastr    https://jvz1.com/c/202927/369500/
PopLinks    https://jvz2.com/c/202927/368095/
Postradamus     https://jvz6.com/c/202927/108695
Power Reviews    https://jvz8.com/c/202927/384625/
Powrsuite   https://jvz1.com/c/202927/376361
PR Rage  https://jvz4.com/c/202927/343405
prime stocks   https://jvz8.com/c/202927/369164
Profile mate    https://jvz4.com/c/202927/358049
Promovidz   https://jvz8.com/c/202927/375692/
Push Button Traffic   https://jvz2.com/c/202927/301402
QR Verse   https://jvz3.com/c/202927/383865/
Quintex Capital     https://quintexcapital.com/?ref=arminham
Quit Smoking    https://jvz3.com/c/202927/359081/
QuizMatic   https://jvz6.com/c/202927/387116/
Reputor   https://jvz8.com/c/202927/380159/
ReVideo  https://jvzoo.com/c/202927/381761
ReviewReel   https://jvz6.com/c/202927/382663/
Rewriter   https://jvz4.com/c/202927/353373/
RSI SEO   https://jvz6.com/c/202927/384381/
Scriptdio   https://jvz4.com/c/202927/385387/
Seniors Income    https://jvz2.com/c/202927/383888/
Senuke  https://jvz6.com/c/202927/279944
ShopABot   https://jvz2.com/c/202927/291955
ShopFunnels   https://jvz3.com/c/202927/384069/
SocialAgency360   https://jvz1.com/c/202927/385357/
SociCake  https://jvz2.com/c/202927/321987
Socifeed   https://jvz6.com/c/202927/375706
SociJam  https://jvz2.com/c/202927/309649
Soronity  https://jvz6.com/c/202927/368736
SqribbleEbook   https://jvz6.com/c/202927/283867
Stackable Picture   https://jvz1.com/c/202927/385046/
Steven Alvey’s   https://jvz2.com/c/202927/351754
Stoodaio   https://jvz1.com/c/202927/372094
Storymate    https://jvz3.com/c/202927/320972
StoryReel   https://jvz3.com/c/202927/387813/
StreamPilot   https://jvz2.com/c/202927/385431/
Studioninja   https://jvz1.com/c/202927/374965
Sunday Freebie  https://jvz1.com/c/202927/267113/
Super backdrop   https://jvz8.com/c/202927/376524
Survai    https://jvz8.com/c/202927/380933/
Syndranker    https://jvz3.com/c/202927/378143/
Talkingfaces   https://jvz3.com/c/202927/375550
The Internet Marketing   https://jvz2.com/c/202927/289944
Tonai Voice Content   https://jvz8.com/c/202927/383117/
Toon Video Maker    https://jvz2.com/c/202927/357201
TrafficForU   https://jvz3.com/c/202927/381950/
Trendio  https://jvz3.com/c/202927/381003/
TubePal   https://jvz6.com/c/202927/379863/
Tubeserp   https://jvz3.com/c/202927/370472
TubeTargeter  https://jvz6.com/c/202927/377211
TuneMingo    https://jvz3.com/c/202927/386556/
TV Boss Fire  https://jvz6.com/c/202927/379480/
Ultrafunnels A.I   https://jvz2.com/c/202927/381129/
VIADZ Ad Template  https://jvz4.com/c/202927/379307/
Vidcentric   https://jvz4.com/c/202927/376095
Viddeyo    https://jvz6.com/c/202927/382326/
Videevolve   https://jvz4.com/c/202927/381011/
Vidently   https://jvz2.com/c/202927/387798/
Video Campaignor      https://jvz4.com/c/202927/387058/
Video Games   https://jvz3.com/c/202927/184902/
VideoEnginePro     https://jvz2.com/c/202927/372916
VideoGameSuite    https://jvz3.com/c/202927/366537/
VideoRobot Enterprise   https://jvz8.com/c/202927/291061
VidKreate   https://jvz6.com/c/202927/386029/
VidMingo   https://jvz6.com/c/202927/378359/
VidRaffle   https://jvz2.com/c/202927/386840/
VidSnatcher    https://jvz3.com/c/202927/342585
VidVoicer   https://jvz1.com/c/202927/379983/
Vidzura   https://jvz4.com/c/202927/385754/
Viral dash   https://jvz6.com/c/202927/375959
Viral Quotes      https://jvz2.com/c/202927/386984/
VirtualReel   https://jvz8.com/c/202927/376849
Vocalic  https://jvz2.com/c/202927/383848/
VoiceBuddy    https://jvz1.com/c/202927/342854
WebCop  https://jvz4.com/c/202927/378683/
Webinarkit   https://jvz3.com/c/202927/383937/
Webprimo   https://jvz1.com/c/202927/379455/
WordPress Mastery   https://jvz1.com/c/202927/386249/
WowBackgraounds   https://jvz2.com/c/202927/381556/
WP GDPR    https://jvz8.com/c/202927/299907
WP Simulator    https://jvz3.com/c/202927/46987/
Writer Arc   https://jvz1.com/c/202927/386602/
writing job   https://jvz8.com/c/202927/213027
XBrain Forex   https://jvz3.com/c/202927/372305/
XFUNNELS   https://jvz2.com/c/202927/310335
Xinemax  https://jvz1.com/c/202927/381749/
YoDrive   https://jvz2.com/c/202927/384700/
YoSeller   https://jvz4.com/c/202927/387544/
Your 3DPal   https://jvz2.com/c/202927/381685/
YTSuite   https://jvzoo.com/c/202927/381179
Zappable   https://jvz3.com/c/202927/367328/

 

Housing Market ‘In Free Fall’ As New Construction Plummets

The number of housing starts, or ​​new houses on which construction started, plunged 14.4% to about 1.5 million last month from 1.8 million in April—sharply below economic projections calling for nearly 1.7 million starts, the Census Bureau reported Thursday.

Building permits also fell more than expected, coming in at less than 1.7 million in May despite expectations they would remain roughly flat from April at about 1.8 million. In emailed comments Thursday, Pantheon Macro chief economist Ian Shepherdson attributed the sharper-than-expected decline to an “abrupt and rapid” drop in new-home sales facing builders, who “overbuilt” since early 2021 to capitalize on demand that’s now “in free fall” and must slow construction to prevent a big hit to profits.

“This is still the early stages of the housing rollover,” adds Shepherdson, predicting the next few months will bring further steep declines in housing construction as additional interest rate hikes make home buying more expensive and push demand even lower.

Home builder stocks took a hit after the data, with the S&P Homebuilders Select Industry Index, which includes home-manufacturing giants such as Masco and Owens Corning, plunging more than 4% Thursday, while the S&P 500 fell 3%. One bright spot in the report: Home completions climbed to the highest level since 2007, which should help home price increases—clocking in at the quickest pace this century—slow from about 20% to the low single digits by the end of next year, says Comerica Bank chief economist Bill Adams.

Historically high savings rates and government stimulus measures helped ignite a home buying frenzy during the pandemic, but signs of a slowdown have quickly emerged as the Federal Reserve embarks on its most aggressive interest-rate-hiking cycle in two decades. According to data released last month, pending home sales slid for the sixth consecutive month in April to the lowest level in nearly a decade, while new home sales plunged nearly 17% from March. More recently, the average interest rate on the popular 30-year fixed mortgage spiked 5.5% to more than 6.2% this week—the highest level since the 2008 financial crisis.

The Fed’s Wednesday rate hike is “likely to accelerate the slowing of the housing market” and eliminate construction jobs, says Mace McCain, chief investment officer at Texas-based Frost Investment Advisors. “We’ll be watching job openings and layoffs closely as the Fed continues to tighten into a slowing economy.”54

“[Fed Chair Jerome] Powell yesterday said the housing market is undergoing a reset, but it’s much more than that,” says Shepherdson, referring to comments Powell made after instituting the largest interest rate hike in 28 years on Wednesday. Speaking to reporters, the Fed chair suggested rising mortgage rates may not be long-lived, saying, “Home buyers need a reset. . . . Ideally, we do our work in a way where the housing market settles in a new place and housing and credit availability are at appropriate levels.”

I’m a senior reporter at Forbes focusing on markets and finance. I graduated from the University of North Carolina at Chapel Hill, where I double-majored in business

Source: Housing Market ‘In Free Fall’ As New Construction Plummets—Here’s When ‘Reset’ Could Cool Prices

Critics by Dean Baker

Given other economic data it is certainly plausible that the rate of house price decline is accelerating. The unemployment rate has risen by more than 3 percentage points from its low in 2007, with involuntary part-time rising by another 2 percentage points. If there are twice as many people who fear unemployment or short hours as who actually end up unemployed or working short hours, then the weak economy would have reduced the number of potential homebuyers by 15 percent.

In addition, the plunge in house prices will also reduce demand, since it has destroyed home equity. By some estimates, close to 20 percent of mortgage holders are underwater. After deducting realtor fees and other closing costs, tens of millions of current homeowners would not have enough equity left to make the down payment on a new home. In this respect, many long-time homeowners will face the same difficulty as first-time homebuyers in raising the money needed for a down payment. With the sharp drop in the stock market destroying savings, few of these homeowners will have enough financial wealth to make a down payment.

The danger in this situation is that house prices will go into a downward spiral, with declining house prices destroying equity. The loss of equity reduces the number of potential buyers in the market, putting further downward pressure on prices. This sort of downward spiral will have further negative effects on the economy. As homeowners lose more equity, they will feel the need to cut back further on consumption. In addition, with more homes underwater, default rates will rise with the losses on each foreclosure increasing.

Unfortunately, there has been little real discussion to date of measures that could arrest this sort of price decline. A serious effort would focus on sustaining prices in markets where the bubble has already deflated. Efforts to sustain house prices in markets where the bubble is still deflating will almost certainly fail, and will result in the government wasting money on a failed effort.

However, in the markets where sale prices are in line with rents, it would be desirable for the government to try to prevent prices from overshooting. It can do this by directly intervening in the market, buying up foreclosed properties. This could be an effective policy that carries little downside risk. In fact, this policy certainly carries less risk than continuing to allow Fannie Mae and Freddie Mac to guarantee mortgages in markets where the bubble is still deflating……

Related contents:

Mortgages Surge Past 6% And Hit Their Highest Level Since 2008: Housing Market Could ‘Torpedo’ US Economy, Expert Warns 

Housing Market Boom ‘Is Over’ As New Home Sales Implode–Here’s What To Expect From Prices This Year 

Mortgage Demand Plunges To 22-Year Low As ‘Worsening’ Affordability Deters Buyers—But Here’s Why Prices Will Still Rise

More Remote Working Apps:

https://quintexcapital.com/?ref=arminham     Quintex Capital

https://www.genesis-mining.com/a/2535466   Genesis Mining

 http://www.bevtraders.com/?ref=arminham   BevTraders

https://www.litefinance.com/?uid=929237543  LiteTrading

https://jvz8.com/c/202927/369164  prime stocks

  https://jvz3.com/c/202927/361015  content gorilla

  https://jvz8.com/c/202927/366443  stock rush  

 https://jvz1.com/c/202927/373449  forrk   

https://jvz3.com/c/202927/194909  keysearch  

 https://jvz4.com/c/202927/296191  gluten free   

https://jvz1.com/c/202927/286851  diet fitness diabetes  

https://jvz8.com/c/202927/213027  writing job  

 https://jvz6.com/c/202927/108695  postradamus

https://jvz1.com/c/202927/372094  stoodaio

 https://jvz4.com/c/202927/358049  profile mate  

 https://jvz6.com/c/202927/279944  senuke  

 https://jvz8.com/c/202927/54245   asin   

https://jvz8.com/c/202927/370227  appimize

 https://jvz8.com/c/202927/376524  super backdrop

 https://jvz6.com/c/202927/302715  audiencetoolkit

 https://jvz1.com/c/202927/375487  4brandcommercial

https://jvz2.com/c/202927/375358  talkingfaces

 https://jvz6.com/c/202927/375706  socifeed

 https://jvz2.com/c/202927/184902  gaming jobs

 https://jvz6.com/c/202927/88118   backlinkindexer

 https://jvz1.com/c/202927/376361  powrsuite  

https://jvz3.com/c/202927/370472  tubeserp  

https://jvz4.com/c/202927/343405  PR Rage  

https://jvz6.com/c/202927/371547  design beast  

https://jvz3.com/c/202927/376879  commission smasher

 https://jvz2.com/c/202927/376925  MT4Code System

https://jvz6.com/c/202927/375959  viral dash

https://jvz1.com/c/202927/376527  coursova

 https://jvz4.com/c/202927/144349  fanpage

https://jvz1.com/c/202927/376877  forex expert  

https://jvz6.com/c/202927/374258  appointomatic

https://jvz2.com/c/202927/377003  woocommerce

https://jvz6.com/c/202927/377005  domainname

 https://jvz8.com/c/202927/376842  maxslides

https://jvz8.com/c/202927/376381  ada leadz

https://jvz2.com/c/202927/333637  eyeslick

https://jvz1.com/c/202927/376986  creaitecontentcreator

https://jvz4.com/c/202927/376095  vidcentric

https://jvz1.com/c/202927/374965  studioninja

https://jvz6.com/c/202927/374934  marketingblocks

https://jvz3.com/c/202927/372682  clipsreel  

https://jvz2.com/c/202927/372916  VideoEnginePro

https://jvz1.com/c/202927/144577  BarclaysForexExpert

https://jvz8.com/c/202927/370806  Clientfinda

https://jvz3.com/c/202927/375550  Talkingfaces

https://jvz1.com/c/202927/370769  IMSyndicator

https://jvz6.com/c/202927/283867  SqribbleEbook

https://jvz8.com/c/202927/376524  superbackdrop

https://jvz8.com/c/202927/376849  VirtualReel

https://jvz2.com/c/202927/369837  MarketPresso

https://jvz1.com/c/202927/342854  voiceBuddy

https://jvz6.com/c/202927/377211  tubeTargeter

https://jvz6.com/c/202927/377557  InstantWebsiteBundle

https://jvz6.com/c/202927/368736  soronity

https://jvz2.com/c/202927/337292  DFY Suite 3.0 Agency+ information

https://jvz8.com/c/202927/291061  VideoRobot Enterprise

https://jvz8.com/c/202927/327447  Klippyo Kreators

https://jvz8.com/c/202927/324615  ChatterPal Commercial

https://jvz8.com/c/202927/299907  WP GDPR Fix Elite Unltd Sites

https://jvz8.com/c/202927/328172  EngagerMate

https://jvz3.com/c/202927/342585  VidSnatcher Commercial

https://jvz3.com/c/202927/292919  myMailIt

https://jvz3.com/c/202927/320972  Storymate Luxury Edition

https://jvz2.com/c/202927/320466  iTraffic X – Platinum Edition

https://jvz2.com/c/202927/330783  Content Gorilla One-time

https://jvz2.com/c/202927/301402  Push Button Traffic 3.0 – Brand New

https://jvz2.com/c/202927/321987  SociCake Commercial

https://jvz2.com/c/202927/289944  The Internet Marketing

 https://jvz2.com/c/202927/297271  Designa Suite License

https://jvz2.com/c/202927/310335  XFUNNELS FE Commercial 

https://jvz2.com/c/202927/291955  ShopABot

https://jvz2.com/c/202927/312692  Inboxr

https://jvz2.com/c/202927/343635  MediaCloudPro 2.0 – Agency

 https://jvz2.com/c/202927/353558  MyTrafficJacker 2.0 Pro+

https://jvz2.com/c/202927/365061  AIWA Commercial

https://jvz2.com/c/202927/357201  Toon Video Maker Premium

https://jvz2.com/c/202927/351754  Steven Alvey’s Signature Series

https://jvz2.com/c/202927/344541  Fade To Black

https://jvz2.com/c/202927/290487  Adsense Machine

https://jvz2.com/c/202927/315596  Diddly Pay’s DLCM DFY Club

https://jvz2.com/c/202927/355249  CourseReel Professional

https://jvz2.com/c/202927/309649  SociJam System

https://jvz2.com/c/202927/263380  360Apps Certification

 https://jvz2.com/c/202927/359468  LocalAgencyBox

https://jvz2.com/c/202927/377557  Instant Website Bundle

https://jvz2.com/c/202927/377194  GMB Magic Content

https://jvz2.com/c/202927/376962  PlayerNeos VR

https://jvz8.com/c/202927/381812/  BrandElevate Bundle information

https://jvz4.com/c/202927/381807/ BrandElevate Ultimate

https://jvz2.com/c/202927/381556/ WowBackgraounds Plus

https://jvz4.com/c/202927/381689/  Your3DPal Ultimate

https://jvz2.com/c/202927/380877/  BigAudio Club Fast Pass

https://jvz3.com/c/202927/379998/ Podcast Masterclass

https://jvz3.com/c/202927/366537/  VideoGameSuite Exclusive

https://jvz8.com/c/202927/381148/ AffiliateMatic

https://jvzoo.com/c/202927/381179  YTSuite Advanced

https://jvz1.com/c/202927/381749/  Xinemax 2.0 Commercial

https://jvzoo.com/c/202927/382455  Living An Intentional Life

https://jvzoo.com/c/202927/381812  BrandElevate Bundle

https://jvzoo.com/c/202927/381935 Ezy MultiStores

https://jvz2.com/c/202927/381194/  DFY Suite 4.0 Agency

https://jvzoo.com/c/202927/381761  ReVideo

https://jvz4.com/c/202927/381976/  AppOwls Bundle

https://jvz8.com/c/202927/381950/  TrafficForU

https://jvz3.com/c/202927/381615/  WOW Backgrounds 2.0

https://jvz4.com/c/202927/381560   ALL-in-One HD Stock Bundle

https://jvz6.com/c/202927/382326/   Viddeyo Bundle

https://jvz8.com/c/202927/381617/  The Forex Joustar

How To Effectively Determine Your Market Size

One of the most crucial tasks an entrepreneur has is to calculate the size of their market, and the potential value that market has for their startup business. Without this data you can’t create a viable business plan, or be taken seriously when approaching potential investors.

As described in my book, The Art of Startup Fundraising, the market needs to be in the billions. Otherwise, even if you have the perfect team and product the returns will be limited for potential investors making your investment opportunity less attractive.

Market Size for Startups

Determining the market size is critical. It tells you and your partners, team and investors how much potential business is really out there. It helps calculate how much value there really is for your individual venture. This is critical to know, even if you never plan to raise a dime in outside capital.

Market size becomes far more important if you ever need to raise funding for your business. It is one of the most basic digits every potential angel and VC investor is going to expect. Even your friends and family should be asking about it during seed and pre-seed financing rounds. Coming up empty handed is going to destroy your credibility instantly.

Unfortunately, this is one factor which entrepreneurs frequently blow when formulating initial plans, stepping out into a new business and when pitching investors. So, how do you do it right?

How to Determine Market Size

To calculate your market size, you’ll either be looking for data on the number of potential customer, or number of transactions each year.

For example; if you are selling toothbrushes, virtually everyone can be counted in your big whole market figure. If people are listening to their dentists, and they are purchasing new toothbrushes 2-4 times per year, that number is even larger. If you are selling houses, then there may only be an average of 5.34M transactions in a good year, in the entire United States.

Keep in mind:

  • Show projections going out 3 years (it’s hard to accurately analyze after that)
  • Account for organic growth or decline in the years ahead
  • Your roll out to geographic areas over time

There are a variety of ways to acquire this data. Census and labor bureau hold a lot of information, and most industries have formal associations which compile and track this type of data. You can also commission your own research or purchase studies.

Once you have the data you want to make sure that you are presenting it in a powerful way in your pitch deck since it is one of the most important slides. A good pitch deck template is the one created by Silicon Valley legend, Peter Thiel (see it here) that I recently covered.

Thiel was the first angel investor in Facebook with a $500K check that turned into more than $1 billion in cash. Thiel actually includes not one, but two slides around the market and its size. Moreover, I also provided a commentary on a pitch deck from an Uber competitor that has raised over $400M (see it here).

How to Determine Market Value

Market size, or the number of potential customers or unit sales is one thing. How much that is worth, is a completely different, and perhaps more important figure.

You need to know how much revenue that market has to offer. For example; UpNest is one of the fastest growing real estate tech startups, which helps home buyers and sellers save on Realtor commissions. If the average home price is $394,300, and there are 5M sales per year, and the average Realtor commission is 5% of the sales price, and 90% of users use a Realtor, UpNest is in an $88.7B per year industry. Or has a market size of $88.7B.

Determining Total Addressable Market (TAM)

Realistically, no startup should or can expect to gain 100% market share. Trying to capture an entire market, without first targeting several niches, price points, customer sizes or geo areas for roll out, is going to be financial suicide for the vast majority of entrepreneurs.

For example; even giant online real estate firm Zillow, which dominates the marketplace, has far more modest estimates for its own new venture in buying and flipping houses directly with consumers. The company’s CEO recently said that if it could acquire 275,000 units a $3,500 profit each, it would be doing very well. That’s about $1B a year from just one extra revenue stream, at just over 18% of the available market share.

Of course, most new startups can’t expect to even command that much market share. Even if you could, most seasoned investors won’t believe it until you prove it. Tx Zhuo of Karlin Ventures says “If it’s 1 to 5 percent of the pie, you have a realistic plan.”

If you have no idea what’s a reasonable amount of market share in your industry, Projection Hub says one hack is to anonymously call around to all of your local competitors and find out how much volume they are doing. Then estimate you’ll be doing a fraction of that as you gain traction.

Also factor in the static versus evolving marketplace. Do population growth rates mean there will be more prospective customers in your market in 5 years, or less? Don’t forget to factor in your own impact on the market.

For example; if you were Amazon a decade ago, you should have factored in the fact that you are about to destroy the marketplace for regular bookstores. Their price cutting also slashed the value of the market in a huge way.

Early stage startup investor at Matrix Partners, Jared Sleeper notes there are actually :three distinct ways to calculate TAM.”

They are:

  1. Top-down, using industry research and reports.
  2. Bottom-up, using data from early selling efforts.
  3. Value theory, using conjecture about buyer willingness to pay.

It’s best to know them all before you go into an investor meeting, or finish polishing your pitch deck.

Summary

Knowing your market size is a basic foundational part of launching any startup venture. Every entrepreneur needs to know how to calculate it, and how it relates to potential revenue in their addressable market.

Be realistic. Investors like big numbers, but don’t have patience for flakes over-inflating numbers. You should be able to show the potential to achieve VC sized growth and returns over time. Just make sure you can back up your claims with the data and research, you derived your numbers from, and how you arrived at your assumptions.

I am a serial entrepreneur and the author of the The Art of Startup Fundraising. With a foreword by ‘Shark Tank‘ star Barbara Corcoran, and published by John Wiley &.

Source: https://www.forbes.com/

Related contents:

Zain Strategic Sponsor of London Business School MENA Startup Competition Kuwait Times

15:06 Sat, 05 Nov
Friday
17:20 Fri, 04 Nov
16:35 Fri, 04 Nov
12:43 Fri, 04 Nov
Thursday
18:35 Thu, 03 Nov
16:49 Thu, 03 Nov

K-State opens applications for startup business program WIBW

21:30 Wed, 02 Nov
12:43 Wed, 02 Nov
Tuesday
14:17 Tue, 01 Nov
In the last month
07:25 Sun, 30 Oct
18:57 Fri, 28 Oct
12:34 Fri, 28 Oct
14:21 Sat, 22 Oct
17:39 Fri, 21 Oct
22:07 Thu, 20 Oct
17:53 Thu, 20 Oct
16:33 Wed, 19 Oct
20:54 Mon, 17 Oct
18:32 Wed, 12 Oct
13:17 Mon, 10 Oct

14:20 Sat, 08 Oct

Marketing Programs To Buy:

10 Bold Actions In Positive Life     https://jvz3.com/c/202927/383942/
3D Pal Toons     https://jvz6.com/c/202927/381689/
4brandcommercial        https://jvz1.com/c/202927/375487
7 Minutes Kit      https://jvz8.com/c/202927/374505/
9 figure Success        https://jvz8.com/c/202927/384653/
Ad Raven      https://jvz4.com/c/202927/382796/
Ada leadz     https://jvz8.com/c/202927/376381
ADA Web      https://jvz3.com/c/202927/383751/
AdRaven       https://jvz3.com/c/202927/382851/
Adsense Machine      https://jvz2.com/c/202927/290487
Adtivate Agency      https://jvz3.com/c/202927/383706/
AdvertSuite     https://jvz1.com/c/202927/335011/
AdzHero     https://jvz2.com/c/202927/366972/
AffiliateMatic     https://jvz3.com/c/202927/381148/
Agency Client Finder    https://jvz3.com/c/202927/384619/
Agencyscale      https://jvz1.com/c/202927/383113/
AgencyScale      https://jvz4.com/c/202927/383111/
AIWA Commercial     https://jvz2.com/c/202927/365061
ALL-in-One HD Stock    https://jvz4.com/c/202927/381560
Animaxime    https://jvz2.com/c/202927/383307/
Appimize      https://jvz8.com/c/202927/370227
Appoint B Agency     https://jvz1.com/c/202927/384630/
Appointomatic      https://jvz6.com/c/202927/374258
Appowls    https://jvz4.com/c/202927/381231/
Art Of Living    https://jvz4.com/c/202927/382425/
Audiencetoolkit     https://jvz6.com/c/202927/302715
Aweber Crash Course     https://jvz6.com/c/202927/383057/
Backlinkindexer    https://jvz6.com/c/202927/88118
BettingMaster      https://jvz2.com/c/202927/387079/
BevTraders    http://www.bevtraders.com/?ref=arminham
Big Audio Club     https://jvz6.com/c/202927/380087/
BigAudio Club    https://jvz2.com/c/202927/380877/
Boost Optimism   https://jvz2.com/c/202927/380692/
BrandElevate   https://jvz4.com/c/202927/381807/
BrandElevate   https://jvzoo.com/c/202927/381812
Bybit     https://www.bybit.com/en-US/invite?ref=ALEXP
CanvaKitz    https://jvz4.com/c/202927/379051/
ChatterPal    https://jvz8.com/c/202927/324615
Clientfinda   https://jvz8.com/c/202927/370806
Clipsreel   https://jvz3.com/c/202927/372682
Commission smasher   https://jvz3.com/c/202927/376879
Content Gorilla   https://jvz2.com/c/202927/330783
Content Tool Kit   https://jvz3.com/c/202927/329145/
CourseAlly eLearning   https://jvz4.com/c/202927/384759/
CourseReel   https://jvz2.com/c/202927/355249
Courserious   https://jvz8.com/c/202927/360397/
Coursova   https://jvz1.com/c/202927/376527
Creaitecontent  https://jvz1.com/c/202927/376986
Credit Repair   https://jvz8.com/c/202927/377815/
Cryptokit    https://jvz8.com/c/202927/383809/
CryptoRocket    https://jvz6.com/c/202927/378113/
CryptoUnderworld     https://jvz8.com/c/202927/374345/
Dealcheck     https://dealcheck.io?fp_ref=armin16
DesignaSuite      https://jvz2.com/c/202927/297271
DesignBeast    https://jvz6.com/c/202927/371547
DevelopSelfEmpowerment     https://jvz6.com/c/202927/383094/
DFYContentClub     https://jvz6.com/c/202927/381337/
DFYSuite   https://jvz3.com/c/202927/381194/
Diabetes Guide    https://jvz2.com/c/202927/358870/
Diddly Pay’s    https://jvz2.com/c/202927/315596
Diet fitness diabetes   https://jvz1.com/c/202927/286851
Domainname    https://jvz6.com/c/202927/377005
Dominate Email   https://jvz4.com/c/202927/386980/
Dropshiply   https://jvz3.com/c/202927/383483/
DUX Forex Signals   https://jvz3.com/c/202927/128215/
EBook Agency    https://jvz2.com/c/202927/384573/
Ejaculation Total   https://jvz2.com/c/202927/75989/
Email Monetizer    https://jvz2.com/c/202927/386337/
EngagerMate  https://jvz8.com/c/202927/328172
EngageYard   https://jvz2.com/c/202927/383051/
Explaindio    https://jvz1.com/c/202927/123757/
Extreme Adz   https://jvz8.com/c/202927/379244/
Extreme Coupon  https://jvz1.com/c/202927/216101/
EZ Local Appointment  https://jvz2.com/c/202927/385180/
Ezy  https://jvz1.com/c/202927/381935/
Ezy MultiStores  https://jvzoo.com/c/202927/381935
Facebook Cash Machine   https://jvz4.com/c/202927/382333/
Facedrip  https://jvz1.com/c/202927/376325/
FaceSwap   https://jvz4.com/c/202927/381768/
Fade To Black   https://jvz2.com/c/202927/344541
Fanpage  https://jvz4.com/c/202927/144349
Fitness Nutrition   https://jvz4.com/c/202927/353334/
Followup Builder   https://jvz3.com/c/202927/386313/
Forex Atlatian   https://jvz8.com/c/202927/25069/
Forex Blizz   https://jvz8.com/c/202927/144577/
Forex Blue Stark  https://jvz3.com/c/202927/47481/
Forex expert   https://jvz1.com/c/202927/376877
Forex Hybrid Scalper    https://jvz6.com/c/202927/95037/
Forex Joustar   https://jvz6.com/c/202927/381617/
Forex Mastery   https://jvz2.com/c/202927/144621/
Forex Scouts   https://jvz6.com/c/202927/132677/
forrk  https://jvz1.com/c/202927/373449
FusionMT4    https://jvz2.com/c/202927/372523/
FX Goldminer  https://jvz1.com/c/202927/381439/
Galactic  https://jvz1.com/c/202927/188236/
Gaming job   https://jvz2.com/c/202927/184902  s
Genesis Mining   https://www.genesis-mining.com/a/2535466
Gluten free   https://jvz4.com/c/202927/296191
GMB Magic  https://jvz2.com/c/202927/377194
Graphic Alta  https://jvz2.com/c/202927/324492/
Heal Your Emptiness   https://jvz6.com/c/202927/384848/
High Converting Emails  https://jvz3.com/c/202927/386305/
HostLegends    https://jvz4.com/c/202927/384755/
Hostley Domain Creator   https://jvz1.com/c/202927/379223/
Human Synthesys Studio  https://jvz8.com/c/202927/367353/
ImageX   https://jvz6.com/c/202927/363237/
IMSyndicator  https://jvz1.com/c/202927/370769
Inboxr   https://jvz2.com/c/202927/312692
Insta Keyword    https://jvz6.com/c/202927/351606/
Instant Website   https://jvz2.com/c/202927/377557
InstantWebsiteBundle          https://jvz6.com/c/202927/377557
iTraffic X  https://jvz2.com/c/202927/320466
keysearch  https://jvz3.com/c/202927/194909
KlickCourse   https://jvz3.com/c/202927/385006/
Klippyo Kreators  https://jvz8.com/c/202927/327447
KoinCart   https://jvz2.com/c/202927/383555/
Leadvalet   https://jvz3.com/c/202927/385580/
Levidio Royal Podcasting   https://jvz6.com/c/202927/384025/
Linkable DFY   https://jvz6.com/c/202927/385873/
Linkomatic  https://jvz2.com/c/202927/380937/
LiteTrading   https://www.litefinance.com/?uid=929237543
Live Your Truth  https://jvz6.com/c/202927/379020
Living An Intentional Life    https://jvzoo.com/c/202927/382455
Living an International Life    https://jvz8.com/c/202927/382455/
Local Leader   https://jvz4.com/c/202927/383751/
Local Sites   https://jvz4.com/c/202927/380543/
LocalAgencyBox  https://jvz2.com/c/202927/359468
LocalCentric   https://jvz2.com/c/202927/379339/
LocalioAI    https://jvz6.com/c/202927/378310/
MarketAll      https://jvz2.com/c/202927/386971/
Marketingblocks     https://jvz6.com/c/202927/374934
MarketPresso   https://jvz2.com/c/202927/369837
Massfluence  https://jvz4.com/c/202927/386885/
Mat1 Simple Funnel   https://jvz2.com/c/202927/380197/
Maxslides  https://jvz8.com/c/202927/376842
Mech Forex Robot   https://jvz6.com/c/202927/383447/
MediaCloudPro   https://jvz2.com/c/202927/343635
Megasuite   https://jvz3.com/c/202927/383953/
Mobi First   https://jvz2.com/c/202927/353694/
Motion Kingdom Studio  https://jvz4.com/c/202927/383177/
Movid Animation  https://jvz6.com/c/202927/380385/
MT4Code System   https://jvz2.com/c/202927/376925
My Passive Income   https://jvz1.com/c/202927/384099/
MyMailIt   https://jvz3.com/c/202927/292919
MyTrafficJacker   https://jvz2.com/c/202927/353558
Next Drive  https://jvz4.com/c/202927/371095/
NichBox  https://jvz2.com/c/202927/370705/
Organic Life Guide  https://jvz8.com/c/202927/366872/
Pcommerce   https://jvz6.com/c/202927/372265/
Phemex  https://phemex.com/register-vt1?referralCode=D8HUS2
Photokit  https://jvz4.com/c/202927/373207/
PicsAds   https://jvz2.com/c/202927/385468/
PigMoneyMethod   https://jvz2.com/c/202927/377665/
Pipstock    http://pipstockexchange.com/register?ref=204
Pitchdeck   https://jvz3.com/c/202927/347847/
Pixal  https://jvz2.com/c/202927/378775/
PixaStudio    https://jvz1.com/c/202927/373089/
Pixivid   https://jvz6.com/c/202927/385213/
PlanB Muscle Growth   https://jvz1.com/c/202927/36517/
PlayerNeos   https://jvz2.com/c/202927/376962
Podcast Advantage   https://jvz8.com/c/202927/379995/
Podcast Masterclass  https://jvz3.com/c/202927/379998/
PodKastr    https://jvz1.com/c/202927/369500/
PopLinks    https://jvz2.com/c/202927/368095/
Postradamus     https://jvz6.com/c/202927/108695
Power Reviews    https://jvz8.com/c/202927/384625/
Powrsuite   https://jvz1.com/c/202927/376361
PR Rage  https://jvz4.com/c/202927/343405
prime stocks   https://jvz8.com/c/202927/369164  prime stocks
Profile mate    https://jvz4.com/c/202927/358049
Promovidz   https://jvz8.com/c/202927/375692/
Push Button Traffic   https://jvz2.com/c/202927/301402
QR Verse   https://jvz3.com/c/202927/383865/
Quintex Capital     https://quintexcapital.com/?ref=arminham
Quit Smoking    https://jvz3.com/c/202927/359081/
QuizMatic   https://jvz6.com/c/202927/387116/
Reputor   https://jvz8.com/c/202927/380159/
ReVideo  https://jvzoo.com/c/202927/381761
ReviewReel   https://jvz6.com/c/202927/382663/
Rewriter   https://jvz4.com/c/202927/353373/
RSI SEO   https://jvz6.com/c/202927/384381/
Scriptdio   https://jvz4.com/c/202927/385387/
Seniors Income    https://jvz2.com/c/202927/383888/
Senuke  https://jvz6.com/c/202927/279944
ShopABot   https://jvz2.com/c/202927/291955
ShopFunnels   https://jvz3.com/c/202927/384069/
SocialAgency360   https://jvz1.com/c/202927/385357/
SociCake  https://jvz2.com/c/202927/321987
Socifeed   https://jvz6.com/c/202927/375706
SociJam  https://jvz2.com/c/202927/309649
Soronity  https://jvz6.com/c/202927/368736
SqribbleEbook   https://jvz6.com/c/202927/283867
Stackable Picture   https://jvz1.com/c/202927/385046/
Steven Alvey’s   https://jvz2.com/c/202927/351754
Stoodaio   https://jvz1.com/c/202927/372094
Storymate    https://jvz3.com/c/202927/320972
StoryReel   https://jvz3.com/c/202927/387813/
StreamPilot   https://jvz2.com/c/202927/385431/
Studioninja   https://jvz1.com/c/202927/374965
Sunday Freebie  https://jvz1.com/c/202927/267113/
Super backdrop   https://jvz8.com/c/202927/376524
Survai    https://jvz8.com/c/202927/380933/
Syndranker    https://jvz3.com/c/202927/378143/
Talkingfaces   https://jvz3.com/c/202927/375550
The Internet Marketing   https://jvz2.com/c/202927/289944
Tonai Voice Content   https://jvz8.com/c/202927/383119/
Toon Video Maker    https://jvz2.com/c/202927/357201
TrafficForU   https://jvz3.com/c/202927/381950/
Trendio  https://jvz3.com/c/202927/381003/
TubePal   https://jvz6.com/c/202927/379863/
Tubeserp   https://jvz3.com/c/202927/370472
TubeTargeter  https://jvz6.com/c/202927/377211
TuneMingo    https://jvz3.com/c/202927/386556/
TV Boss Fire  https://jvz6.com/c/202927/379480/
Ultrafunnels A.I   https://jvz2.com/c/202927/381129/
VIADZ Ad Template  https://jvz4.com/c/202927/379307/
Vidcentric   https://jvz4.com/c/202927/376095
Viddeyo    https://jvz6.com/c/202927/382326/
Videevolve   https://jvz4.com/c/202927/381011/
Video Campaignor      https://jvz4.com/c/202927/387058/
Video Games   https://jvz3.com/c/202927/184902/
VideoEnginePro     https://jvz2.com/c/202927/372916
VideoGameSuite    https://jvz3.com/c/202927/366537/
VideoRobot Enterprise   https://jvz8.com/c/202927/291061
VidKreate   https://jvz6.com/c/202927/386029/
VidMingo   https://jvz6.com/c/202927/378359/
VidRaffle   https://jvz2.com/c/202927/386840/
VidSnatcher    https://jvz3.com/c/202927/342585
VidVoicer    https://jvz1.com/c/202927/379983/
Vidzura   https://jvz4.com/c/202927/385754/
Viral dash   https://jvz6.com/c/202927/375959
Viral Quotes      https://jvz2.com/c/202927/386984/
VirtualReel   https://jvz8.com/c/202927/376849
Vocalic  https://jvz2.com/c/202927/383848/
VoiceBuddy    https://jvz1.com/c/202927/342854
WebCop  https://jvz4.com/c/202927/378683/
Webinarkit   https://jvz3.com/c/202927/383937/
Webprimo   https://jvz1.com/c/202927/379455/
WordPress Mastery   https://jvz1.com/c/202927/386249/
WowBackgraounds   https://jvz2.com/c/202927/381556/
WP GDPR    https://jvz8.com/c/202927/299907
WP Simulator    https://jvz3.com/c/202927/46987/
Writer Arc   https://jvz1.com/c/202927/386602/
writing job   https://jvz8.com/c/202927/213027
XBrain Forex   https://jvz3.com/c/202927/372305/
XFUNNELS   https://jvz2.com/c/202927/310335
Xinemax  https://jvz1.com/c/202927/381749/
YoDrive   https://jvz2.com/c/202927/384700/
YoSeller   https://jvz4.com/c/202927/387544/
Your 3DPal   https://jvz2.com/c/202927/381685/
YTSuite   https://jvzoo.com/c/202927/381179
Zappable   https://jvz3.com/c/202927/367328/
%d bloggers like this: