Reading Minds: Combining AAII’s Investor Pulse With BI’s Community Intelligence

AAII’s surveys historically reach extremes just before major market turning points, while BetterInvesting’s tools reveal what investment clubs are buying and the analytical thoughts of seasoned individual investors.

Wayne Thorp leads a class in AAII's new Essential Investing Video Course. Go to https://www.aaii.com/ves for more information and to subscribe.

  • Investor sentiment and behavioral biases shape market cycles, creating contrarian opportunities when emotions reach extremes
  • AAII surveys and historical sentiment data reveal predictive patterns in market psychology and investor asset allocation
  • BetterInvesting community tools provide collective intelligence, highlighting real investment decisions and portfolio construction trends

Being able to judge market sentiment and incorporate collective wisdom can help make you a better investor.

Throughout history, market bubbles have formed as the fear of missing out (FOMO) prompts investors to keep buying regardless of valuations or other fundamentals. Severe downturns have been marked by widespread selling, as many investors focus on the downside instead of the bargain prices on many stocks.

Investors cognizant of their behavioral biases often look to the wisdom of the crowds to uncover blind spots. This can be a check against their own analysis or a way to find potential investment ideas they may otherwise miss.

AAII and BetterInvesting (BI) believe that individual investors can benefit from combining AAII’s Investor Sentiment and Asset Allocation Surveys with BetterInvesting’s community-driven tools. AAII’s surveys historically reach extreme highs and lows just before major market turning points. BetterInvesting’s tools reveal what investment clubs are buying and the analytical thoughts of seasoned individual investors.

The Fundamentals of Market Sentiment

Investor sentiment describes the collective emotions, opinions and attitudes of market participants at a specific point in time—essentially serving as the market’s psychological barometer. While sentiment cannot predict future movements, it reveals critical insights into current investor psychology that drive short-term prices as much as, if not more than, fundamental business performance.

The core principle underlying sentiment analysis rests on a mathematical and psychological reality: Markets consistently move against the majority, particularly when consensus reaches extreme levels. This contrarian dynamic occurs due to simple supply and demand mechanics combined with human psychology.

Bullish sentiment typically reaches extremes following strong market advances during which investors have become fully invested, often borrowing additional capital while encouraging others to join the rally. The critical problem emerges when everyone who wants to buy has already done so. Who remains to push prices higher?

The opposite scenario proves even more powerful for creating investing opportunities. Bearish sentiment reaches extremes after investors have already sold positions, moving into cash, bonds or other defensive assets. The selling pressure driving markets lower has exhausted itself. Unlike bulls who have depleted purchasing power, bears sitting in cash possess tremendous buying capacity, requiring only a compelling reason to deploy reserves.

Four Decades of Market Psychology Data

The AAII Investor Sentiment Survey, launched in July 1987, represents one of the longest-running measures of individual investor psychology. The survey methodology emphasizes simplicity: Each week, AAII members answer a single question about their six-month market outlook, choosing from bullish, bearish and neutral responses.

This six-month time frame proves crucial; it is long enough to filter out daily market noise while remaining short enough to capture actionable viewpoints. Only AAII members can participate, with one vote per person per week, ensuring data integrity.

Historical Patterns and Market Extremes

Analysis of nearly 2,000 weekly observations reveals instructive patterns. Bullish sentiment averages 37.6%, reflecting the market’s long-term upward trajectory. However, extremes provide the most valuable insights. Peak bullishness of 75.0% occurred in January 2000, just months before the dot-com crash. The survey’s lowest bullish reading of 12.0% came in November 1990, when Gulf War uncertainty, recession concerns and the savings and loan crisis crushed confidence. Yet, this extreme pessimism marked an exceptional entry point, with markets gaining 21% over the subsequent year.

Bearish sentiment extremes tell equally compelling stories. The highest bearish reading in the history of the AAII Investor Sentiment Survey of 70.3% occurred in March 2009, within days of the generational market bottom during the Great Recession. Despite major banks teetering on the brink of collapse and unemployment soaring, those who acted on extreme pessimism were rewarded with nearly 65% gains over the following year (Figure 1).

FIGURE 1 S&P 500 Following Maximum Fear in AAII Sentiment Survey The S&P 500 realized a 64.5% 12-month return after bearish sentiment reached 70.3% on March 5, 2009, the highest level of fear recorded in the AAII Investor Sentiment Survey.

Statistical analysis reveals the power of extreme readings. Bullish sentiment reaching three or more standard deviations above average has occurred only five times in 1,979 observations—just 0.25% of all readings. Following such extreme optimism, average one-year returns measured merely 0.6%, compared to the market’s typical 10.0% annual average. When bullishness fell two standard deviations below average, subsequent returns averaged 18.1%. The asymmetry is clear: Fear creates more opportunity than greed creates risk.

The AAII Sentiment Investing Platform

AAII’s proprietary sentiment data has been combined with nine additional indicators to create a comprehensive market psychology mosaic called AAII Sentiment Investing. The platform tracks short interest for crowded trades, yield curves for recession signals, Advance/Decline ratios (ADRs) for market breadth and the CBOE Volatility Index (VIX) for options-implied volatility. It also monitors market momentum through S&P 500 index moving averages and valuation using Shiller’s cyclically adjusted price-earnings (CAPE) ratio.

The platform provides both current readings and historical context. A reading might seem extreme today but normal by historical standards. The goal isn’t perfect market timing, but rather identifying when probabilities shift in investors’ favor.

Asset Allocation Data: Evidence of Poor Timing

AAII’s monthly Asset Allocation Survey, dating back to November 1987, tracks what individual investors actually do with their money. Historical data shows average member allocations of 62% stocks and stock funds, 16% bonds and bond funds, and 22% cash. These allocations fluctuate with market conditions, providing another contrarian indicator.

Statistical analysis reveals uncomfortable truths about investor behavior. Individual investors consistently buy high and sell low, with stock allocations showing a positive 49% correlation with market performance. After market drops exceeding 5%, investors reduce stock allocations by 0.33% the following month. After rallies above 5%, they increase stock allocations by 1.02%. They’re literally doing the opposite of buying low and selling high.

Fear periods last twice as long as greed periods, averaging 11 months versus five, compounding the behavioral damage. At every market bottom—such as March 2009 and March 2020—individual investors held minimum stock allocations, panic-selling precisely when they should have been buying.

Implementation and Risk Management

Sentiment data reveals when emotions are driving markets, but knowing about these behavioral biases isn’t enough. You need a plan.

Think about March 2009 when the Great Recession bottomed. Those without a plan were making decisions based on emotion, specifically fear and waiting for things to feel better. Those with a plan acted mechanically, standing pat while the rest of the world was panic-selling.

Your plan should outline when to act and when not to act. The specifics matter less than having them written down before emotions cloud your judgment. Remember, sentiment data is a tool, not a crystal ball. It works best when combined with other indicators, such as valuation and technical and fundamental analysis.

Reading Minds: Combining AAII’s Investor Pulse With BI’s Community Intelligence Video

We think you’d like this related webinar! 
AAII + BetterInvesting: Smarter Sentiment Strategies

The Power of Observing Real Investment Decisions

BetterInvesting’s community-driven tools harness the collective intelligence of thousands of active investors and investment clubs, revealing what they are doing.

Understanding what drives collective investing behavior provides crucial context for individual decision-making. When large numbers of experienced investors gravitate toward specific companies or sectors, it signals either emerging opportunities or potential overcrowding. The key lies in interpreting these signals within the broader market context and using them as starting points for independent analysis rather than blindly following the crowd.

Most Active Stocks: Reading the Community’s Pulse

BetterInvesting’s Most Active Stocks list represents one of the most valuable community intelligence tools available to individual investors. This data reflects actual buy and sell transactions by investment club members over the preceding eight weeks. The accuracy stems from real money at stake—clubs must report actual transactions, not intentions or opinions.

The list typically features mega-cap and large-cap companies commanding broad investor attention. However, the real value lies in understanding why certain stocks experience buying or selling pressure within an educated, long-term-oriented investor community. When sophisticated investment clubs—some with decades of experience—begin accumulating or disposing of positions, it often signals fundamental changes worth investigating.

The behavioral patterns revealed through active trading data provide insights into community risk tolerance and opportunity recognition. When defensive stocks gain favor, it suggests broader market concerns. When growth names dominate, it indicates renewed optimism. These shifts often precede broader market movements, giving observant investors early warning signals.

The BetterInvesting Top 100

The annual BetterInvesting Top 100 compilation, published each April based on prior-year holdings, reveals the most widely held companies among member investment clubs (Figure 2). This data offers unique insights into long-term portfolio construction patterns among experienced individual investors who have weathered multiple market cycles.

FIGURE 2 BetterInvesting Top 100 This list shows the first 20 stocks on the annual list of the most widely held companies among BetterInvesting member investment clubs.

For the full list of 100 stocks, click here.

The list predictably features familiar mega-cap names—Apple Inc. (AAPL), Amazon.com Inc. (AMZN), Nvidia Corp. (NVDA), Alphabet Inc. (GOOGL) and Microsoft Corp. (MSFT)—reflecting both performance and liquidity considerations. However, deeper analysis reveals more intriguing patterns. Many holdings represent contrarian or defensive positions accumulated over decades by clubs with 40–50-year track records. These established portfolios demonstrate commitment to long-term holding periods that transcend temporary market fluctuations.

The BetterInvesting 100 index, an equal-weighted compilation rebalanced annually, provides performance benchmarking for community-driven stock selection. Its performance relative to major indexes reveals whether collective individual investor decision-making adds value over passive indexing approaches. Historical analysis shows that the BetterInvesting 100 typically performs close to the S&P 500 Equal Weight index, suggesting that individual investor collective wisdom matches professional portfolio construction.

More importantly, examining year-over-year changes in top holdings reveals evolving community sentiment and strategic adjustments. New additions often represent early recognition of emerging opportunities, while departures may signal concerns about fundamental deterioration or valuation extremes.

Leveraging Collective Intelligence of Community

BetterInvesting’s community-driven research tools transform individual analysis into collective intelligence. The First Cut Stock Reports feature multipage research analyses created by volunteer members using standardized templates. These reports detail decision-making processes for growth rate selections, price-earnings (P/E) ratio assumptions and other judgment-based inputs.

Comparing personal analytical conclusions with community research can reveal blind spots, confirm assumptions and/or challenge preconceived notions. When multiple experienced analysts reach similar conclusions using different analytical paths, it strengthens conviction. When analyses diverge significantly, it prompts deeper investigation into differing assumptions.

The Ticker Heat Map provides real-time visualization of community research activity, displaying the most studied companies by BetterInvesting members over rolling 90-day periods. This tool reveals where collective attention is focused and whether intensive research translates into positive or negative assessments.

Member Sentiment Tools: Aggregating Judgments

The Member Sentiment feature within BetterInvesting’s Stock Selection Guide (SSG) Plus platform aggregates individual analytical judgments across key projection categories: projected sales and earnings growth rates, expected price-earnings ranges, earnings forecasts, dividend payout assumptions and bottom-line total return expectations. This aggregated data provides powerful second opinions for individual analysis while revealing community consensus around specific companies.

When 200+ studies contribute to consensus projections after outlier removal, the aggregated wisdom carries significant weight for validating or challenging individual assumptions. Wide analytical ranges suggest uncertainty or disagreement about company prospects, while tight consensus indicates broad agreement about outlook.

Perhaps most valuable, BetterInvesting’s Member Sentiment tool reveals when community assessments diverge from market pricing. Experienced analysts projecting 22% annual returns for companies trading at current prices suggests either market mispricing or analytical overoptimism.

Using Community Intelligence Effectively

The key to leveraging community intelligence lies in treating collective behavior as information rather than instruction. When investment clubs accumulate positions during negative news cycles, it provides research starting points rather than buy signals. When community research heavily favors specific companies, it suggests either consensus opportunities or potential overcrowding requiring careful evaluation.

Community notes and research-sharing provide additional layers of analytical validation. The collaborative approach helps individual investors avoid echo chambers while benefiting from diverse analytical approaches and specialized industry knowledge.

Most importantly, community intelligence works best when combined with independent analysis and clear investment criteria. The goal isn’t to follow the crowd but to understand crowd behavior well enough to identify opportunities others miss or confirm analytical conclusions through collective validation. By observing what experienced long-term investors actually do with their money—rather than what they say—individual investors gain valuable insights into practical portfolio management and opportunity recognition during various market conditions.

Combining Sentiment With Community-Driven Tools

Sentiment helps you identify when the emotions have swung too far toward greed or fear. Investment club portfolio changes can show you where to look for potentially rewarding investments that can help you profit from the market’s next regime. 

AAII members can join BetterInvesting for just $99 for the first year (regularly $145). Click here and use the promo code AAII. New BetterInvesting membership includes: the BetterInvesting Magazine, full access to the SSGPlus online tools suite, First Cut stock studies and a learning library.

Discussion

JOHN L from NJ posted 10 months ago:

So Wayne Thorp the new CEO of Better Investing is advising AAII members to join Better Investing. Unbiased or self serving? As for the AAII sentiment survey. It is a coincident indicator not a leading indicator. The AAII sentiment survey is as informative as the market dropping 50%. Will it drop further? You will only have that answer in hindsight. Market timing doesn't work but it does provide a lot of opportunities for financial articles of the entertaining but useless "if only you had bought or sold when" variety.


CHARLES R from IL posted 10 months ago:

Hi John,

Two quick things:

First, this article also appears in BetterInvesting magazine. That version includes an offer to join AAII, but otherwise, it's the same article.

Second, Wayne authored the piece prior to submitting his resignation to AAII.

-Charles


BARRY J from TX posted 10 months ago:

Charles, I enrolled in a 90-day BI trial offer in Sept and have read or tried most of the BI offerings to educate myself on how it compares to AAII. #1 I have issues with some of the claims in this article. #1 I challenge the “independence” of BI club members. Independence is a mandatory requirement for statistical analysis of data to be valid. Independence means that the outcome of one event or the value of one random variable does not influence the outcome or value of another event or random variable. Mathematically, two events A and B are independent if knowing one has occurred provides no new information about the probability of the other. #2 The fact that ALL BI Club members and ALL BI tools and databases “subscribe” to the same BI catechism – value investing – would seem to invalidate the “statistical independence” requirement for concluding as to the validity of BI preferences and buy/sell decisions. #3 The very fact that “clubs” meet, discuss, and then vote on investments would also nullify the “independence” of using club “majority” choices as indicators of statistical validity. #4 BI (the company) has a historical biased preference for value investing, and BI tools reinforce that bias. #5 AAII members do not share these biases. AAII offers and independently champions five investing themes in its Premium offering. #6 The AAII sentiment survey is anonymous and independent. #7 A cursory read of the exchange of ideas on the AAII Community blog will disabuse the most skeptical reader of any presence of lack of independence. #8 BI “thinking” appears to be more tightly constrained to conform to the BI founders’ personal philosophy compared to the ongoing challenges to AAII James Cloonan’s philosophy, and thus accepts and encourages individual investor independence. #9 I quickly depreciated the value of most of the BI tools because they depend on paper-based lagging information. For example, compare the “half-lives” of the 8-week BI club moving decision cycle with the 1-week publication cycle of AAII member sentiment data (and review the impact of point #3). #10 Finally, I am anxious to read how the denouement of Wayne’s defection/promotion will impact the Shakespearean drama that is the AAII-BI “partnership.” Cue the Ghost of Banquo. [In Macbeth Act 3, Scene 4, Banquo's ghost appears at a royal banquet, visible only to Macbeth (reincarnated as Charles). The apparition reveals Macbeth's guilt over murdering [losing] his former friend and his growing paranoia over the witches' prophecy that Banquo's descendants [BI?] would rule Scotland (AAI+BI.)]


ROBERT A from NC posted 10 months ago:

I join my fellow members in their dissatisfaction with what is happening to AAII. This has become a much different organization than the one I thought I was joining many years ago. More and more, it seems designed PRIMARILY to generate revenue (and maybe bigger paychecks for those involved in its management?). Recent articles seem to focus more and more on making investing appear esoteric and overly complex, so that members are encouraged to use the "premium services" offered by the high priests who understand it all. So many of those same articles seem intent on distracting investors from the simpler, more fundamental aspects that lead to long-term wealth and redirecting them to constructs used by short-term traders. This is sad to see.


BARRY J from TX posted 10 months ago:

Robert, great point. #1 You and Occam were right - the simplest explanation is usually the best answer. Keep pounding that theme. #2 There are a lot of people in the "financial education" business selling esoteric investing methods by pushing exotic (read that as "highly risky" in the literal sense) ways to juice results as the SEC "deregulates" investing at the fringes. #3 I have no issue with AAII trying to make a profit (within their 501c(3) charter) to be able to continue providing their valuable services. #4 I do take umbrage with the recent gaggle of retirement "gurus" who are interviewed to try to expand the AAII mission to include behavioral, psychological, and general health issues. I don't see how these important issues relate to educating AAII members on investing, and I find most of their presentations condescending, pedantic, and their data based on questionable sources. Their pandering sounds like their intent is to "gaslight" us folks over 80. Warning to these "kids" -- I only listen to people older than me when I want advice on how to live past 80. I parse investing advice using the same razor. Experience trumps "education" every time.


JOHN L from NJ posted 10 months ago:

One potential reason for the AAII's recent focus on premium services and the partnership with BetterInvesting could be financial. According to ProPublica; in 2023 AAII Revenues $7.43 M, Expenses 7.52 M, Assets 1.86 M, and Liabilities $14.3 M. As a non profit the small loss is not a concern but technically with Liabilities of $14.3 M and Assets of only $1.86 M the AAII is bankrupt. The trends since 2014 are not encouraging: Assets have declined $8.07 M while Liabilities have only declined $4.0 M.


BARRY J from TX posted 10 months ago:

John, good idea researching the Form 990s on these companies. The AAII-BI "partnership" has definite financial motives. But who wants to buy what? #1 The "fun" here is to look at both companies as investments and compare their relative "value" and "growth" potential. #2 I looked over both the AAII and NAIC Form 990s for 2023. Mostly boring, but .... #3 NAIC has a lot of assets and liabilities on its books that have accrued to the founders -- home offices, computers, software, copyrights, etc., and 500K in "goodwill." Makes me wonder who at NAIC is trying to cash out .. now .. and why. #4 AAII is more of a "business" than the literal "pop-and-pals" shop NAIC is. For example, AAII's $14.3M liabilities are most likely amortized over the life of the liabilities and will be written off as they are accrued and paid off per annual schedules, and AAII's fact that $7.43M in annual revenues does not cover the $7.52M expenses could be reduced by cutting expenses. #5 NAIC has the advantage of a network of (36?) local clubs that have more skin in the game than we mere "members" and may or may not want to participate in local clubs. How many AAIIers will want to move to NAIC is the issue. #6 The fun question is: Is Wayne AAII's Odysseus, the originator of the Trojan Horse idea? #6 The model of this AAII-NAIC "partnership" is "Batrachomyomachia," a battle of frogs and mice, a parody of the Battle of Troy from the Iliad.


CHARLES R from IL posted 10 months ago:

John and Barry,

BetterInvesting approached us earlier this year about collaborating on content.

The same articles that appear in the AAII Journal are also published in BetterInvesting’s magazine, which includes an offer to join AAII. The intent is to share knowledge from both organizations.

-Charles


JOHN L from NJ posted 10 months ago:

Charles R - First question: What is the composition of the AAII's Liabilities? Second question: Is the AAII bankrupt? Third Question: Why are BetterInvesting and AAII teaming up? AAII and BetterInvesting are competitors! - John L


JAMES G from FL posted 10 months ago:

My perspective as a life member of AAII for 30+ years and an active volunteer member of BI for over 10+ years, is what took them so long to have some meaningful discussions back and forth. I think it's a win win situation for both organizations and their members. So, if both organizations can team up and save money on overhead that's even better. Jim


ROBERT A from NC posted 10 months ago:

Jim, it doesn't do ME any good for them to "save money" by trying to charge me for TWO memberships.


JOHN M from PA posted 9 months ago:

How about AABI? American Association of Better Investors? One membership.


BARRY J from TX posted 9 months ago:

Figure 2 “BI Top 100” provides some very interesting data and light through an open window (like Dutch master Vermeer paintings) into the BI Method vs the AAII method (which more closely follows the focus on the science of multiple perspectives like Michelangelo). #1 Column 6 lists the “number of clubs holding stock” as 1,379. BI PR says they have a total of 36 clubs as of 2023. #2 Column 8 “Est Tot Value of Shares Held” tapers off rapidly after the Top 5. Evidently, the process used by local clubs to vote on which stocks to invest in are influenced by THE SAME valuation issues as SPX – their total market portfolio is distorted by the total market cap-weighted value of THE SAME TOP 5 stocks - AAPL, AMZN, NVDA, GOOG, and MSFT – whose total valuation equals about 71% of their entire Top 20 portfolio. This "tilt" is very close to the situation many pundits warn about as THE SAME high-risk situation SPX faces. Goose? Gander? #3 Column #3 seems to indicate that the BI clubs' Top 20 holds 100% large-cap stocks. So much for diversification. I guess the venerable 1950 BI Method does not teach that diversification reduces risk of market variation and provides protection during downturns. Is this a case of a flaw in the BI Method stock selection and allocation model, or willful ignorance?” #4 All of this – (1) dubious data, (2) a highly concentrated portfolio, (3) market mimicking rather than investing independence (the huge advantage of being an “independent investor” Cloonan and current AAII staff advocate), and (4) lack of respect for the “only free lunch investing ” through diversification – makes me very skeptical of what else I will have to “unlearn” and “hold my nose” if I pay $99 to drink the Kool Aid at their sidewalk stand. My advice to AAII is Napoleon's advice on the power of a strategy, "When the enemy is making a false move, it is well not to interrupt him," ("Napoleon's Marshals," William Walsh 1891).


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