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STOCK ANALYSIS TOOLS & ECONOMIC MOAT STATS

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Sunday, September 6, 2026

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Stock Analysis Tools & Economic Moat Stats

Public stats and market analytics • 90-day activity, all-time votes • Refreshed daily

Live, public stats on the stock analysis tools and investment research tools people use on Find My Moat. Track economic moat signals, moat scores, and 90-day market analytics like clicks, conversions, and traffic sources alongside all-time community votes. See which tools trend, which categories win attention, and what the community searches for, from replacement ideas to free alternatives. Refreshed daily so you can follow shifts in investor behavior, engagement funnels, and AI referral traffic.

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56.2K

Visitors • Last 90 days

70.1K

Tool Clicks • 1.25 clicks per visitor

1.6K

Votes Cast • 78% positive, all time

9.4%

Conversion • 90-day clickers

Trending Tools

Share of votes each tool earned in the last 14 days versus its last 90 days of votes; highlights momentum and rising attention.

Ghostfolio
80%
Stockopedia
75%
EPSMomentum
57%
GuruFocus
50%
SentiSense
43%
Simply Wall St
43%
Daily Vote Actions

Three Months of Accepted Vote Activity

Accepted upvote and downvote actions for each of the last three months. The chart shows daily action volume and its seven-day trend.

Accepted actions7-day average · 14.3
911 actions · 9.9 per day
Accepted vote actions by UTC day
DateAccepted actions7-day averageDay status
June 6, 202607.4Complete UTC day
June 7, 202666.0Complete UTC day
June 8, 202605.0Complete UTC day
June 9, 202633.0Complete UTC day
June 10, 2026103.9Complete UTC day
June 11, 2026175.4Complete UTC day
June 12, 2026126.9Complete UTC day
June 13, 202657.6Complete UTC day
June 14, 202616.9Complete UTC day
June 15, 202627.1Complete UTC day
June 16, 202667.6Complete UTC day
June 17, 202606.1Complete UTC day
June 18, 202644.3Complete UTC day
June 19, 2026205.4Complete UTC day
June 20, 202625.0Complete UTC day
June 21, 202655.6Complete UTC day
June 22, 202625.6Complete UTC day
June 23, 202614.9Complete UTC day
June 24, 202615.0Complete UTC day
June 25, 2026126.1Complete UTC day
June 26, 2026155.4Complete UTC day
June 27, 202645.7Complete UTC day
June 28, 202655.7Complete UTC day
June 29, 202635.9Complete UTC day
June 30, 202626.0Complete UTC day
July 1, 202646.4Complete UTC day
July 2, 202604.7Complete UTC day
July 3, 202612.7Complete UTC day
July 4, 202683.3Complete UTC day
July 5, 202663.4Complete UTC day
July 6, 202633.4Complete UTC day
July 7, 202653.9Complete UTC day
July 8, 202623.6Complete UTC day
July 9, 202644.1Complete UTC day
July 10, 202695.3Complete UTC day
July 11, 202675.1Complete UTC day
July 12, 2026257.9Complete UTC day
July 13, 2026108.9Complete UTC day
July 14, 2026109.6Complete UTC day
July 15, 20261311.1Complete UTC day
July 16, 20261312.4Complete UTC day
July 17, 20261513.3Complete UTC day
July 18, 2026713.3Complete UTC day
July 19, 2026911.0Complete UTC day
July 20, 2026910.9Complete UTC day
July 21, 2026910.7Complete UTC day
July 22, 20261711.3Complete UTC day
July 23, 2026810.6Complete UTC day
July 24, 202669.3Complete UTC day
July 25, 202638.7Complete UTC day
July 26, 202648.0Complete UTC day
July 27, 202657.4Complete UTC day
July 28, 2026178.6Complete UTC day
July 29, 2026148.1Complete UTC day
July 30, 202667.9Complete UTC day
July 31, 20262710.9Complete UTC day
August 1, 20261512.6Complete UTC day
August 2, 2026813.1Complete UTC day
August 3, 20261214.1Complete UTC day
August 4, 20261313.6Complete UTC day
August 5, 20261513.7Complete UTC day
August 6, 2026914.1Complete UTC day
August 7, 2026511.0Complete UTC day
August 8, 2026810.0Complete UTC day
August 9, 202659.6Complete UTC day
August 10, 202678.9Complete UTC day
August 11, 2026169.3Complete UTC day
August 12, 2026149.1Complete UTC day
August 13, 202658.6Complete UTC day
August 14, 20263012.1Complete UTC day
August 15, 20261613.3Complete UTC day
August 16, 2026813.7Complete UTC day
August 17, 20263417.6Complete UTC day
August 18, 20261417.3Complete UTC day
August 19, 2026516.0Complete UTC day
August 20, 20261116.9Complete UTC day
August 21, 20262315.9Complete UTC day
August 22, 2026714.6Complete UTC day
August 23, 20262216.6Complete UTC day
August 24, 2026913.0Complete UTC day
August 25, 20262514.6Complete UTC day
August 26, 20262317.1Complete UTC day
August 27, 20261317.4Complete UTC day
August 28, 20261015.6Complete UTC day
August 29, 20261416.6Complete UTC day
August 30, 2026313.9Complete UTC day
August 31, 2026413.1Complete UTC day
September 1, 2026610.4Complete UTC day
September 2, 2026159.3Complete UTC day
September 3, 20264914.4Complete UTC day
September 4, 20262015.9Complete UTC day
September 5, 2026314.3Complete UTC day
September 6, 20261Not availablePartial UTC day

June 6, 2026–September 6, 2026. Today is partial. Updated daily · UTC. Accepted nonzero actions only; suspicious vote bursts excluded.

Most Debated Tools

Tools with split approval; highlights polarizing picks to research before committing.

Damodaran Online (NY...4 votes
50%
Portseido4 votes
50%
Stocknear40 votes
48%
GuruFocus13 votes
54%
Yahoo Finance10 votes
60%

Community Favorites Tools

Highest Rated Tools

Net upvotes (upvotes minus downvotes) highlight the strongest community consensus.

  1. 01
    Stock Analysis+64
  2. 02
    Investing.com+30
  3. 03
    FINVIZ+24
  4. 04
    TradingView+20
  5. 05
    Uncle Stock+18
  6. 06
    Perplexity Finance+14
  7. 07
    EPSMomentum+14
  8. 08
    Koyfin+13
Crowd favorites

High-approval tools (80%+ with 5+ votes) signal broad agreement on quality.

GeminIQ
9 votes100%
Portfolio Performanc...
9 votes100%
Stock Unlock
8 votes100%
OpenBB
7 votes100%
CapEdge
6 votes100%
Dividend Wealth
6 votes100%
OnlyDividends
6 votes100%
GammaWins Calculator
5 votes100%
Most clicked

Outbound clicks from the last 90 days show where investors show active intent to try a tool.

  1. 01
    Stock Analysis4.9K
  2. 02
    Investing.com1.6K
  3. 03
    GuruFocus1.5K
  4. 04
    TradingView1.3K
  5. 05
    Fiscal.ai1.3K
  6. 06
    Perplexity Finance1.0K
  7. 07
    FINVIZ954
  8. 08
    TipRanks911

Investing Tools by the Numbers

These are usage stats; we also publish original statistics on the tools themselves. Paid tools have a $22.00/mo median entry price, 81% offer a free tier, and 19% now ship AI features.

View Tool Statistics

Head-to-Head Win Rates

Comparison winners

Share of head-to-head matchups where each tool won the outbound click on our comparison pages, over the last 90 days. Ranked by win rate among tools with at least 30 matchups.

  1. 01
    Fiscal.ai(30 of 36)83%
  2. 02
    Marketlog(26 of 32)81%
  3. 03
    Investing.com(26 of 33)79%
  4. 04
    Stock Analysis(21 of 31)68%
  5. 05
    FINVIZ(19 of 39)49%
  6. 06
    Seeking Alpha(16 of 33)49%
Biggest rivalries

The most-contested matchups, split by which tool earned the visit. The count is total outbound clicks from that comparison page in the last 90 days.

Yahoo Finance59%
41%Google Finance49 clicks
Fintel67%
33%Short Interest - FMM36 clicks
13F Insight66%
34%WhaleWisdom32 clicks
ChartMill65%
35%Short Interest - FMM31 clicks
Financial Modeling Prep (FMP)62%
38%Alpha Vantage29 clicks
ChartMill52%
48%YCharts29 clicks
Investing.com64%
36%Short Interest - FMM28 clicks
MarketWatch64%
36%Short Interest - FMM28 clicks
13F Insight56%
44%Gainify27 clicks
MarketWatch67%
33%Barron's27 clicks

Wide Moat Stocks & The Moat Landscape

Highest moat scores

Weighted scores blend moat strength, durability, confidence, and market structure.

  1. 01
    Autotrader Group plcAUTO
    100
  2. 02
    Canadian National Railway CompanyCNR
    100
  3. 03
    CrowdStrike Holdings, Inc.CRWD
    100
  4. 04
    Crown Castle Inc.CCI
    100
  5. 05
    DexCom, Inc.DXCM
    100
  6. 06
    Meta Platforms, Inc.META
    100
  7. 07
    ServiceNow, Inc.NOW
    100
  8. 08
    Taiwan Semiconductor Manufacturing Company Limited2330
    100
  9. 09
    Transurban GroupTCL
    100
  10. 10
    VeriSign, Inc.VRSN
    100
Most net upvotes

Net upvotes are community upvotes minus downvotes on moat claims.

  1. 01
    ASML Holding N.V.ASML
    +9
  2. 02
    Meta Platforms, Inc.META
    +8
  3. 03
    Apple Inc.AAPL
    +8
  4. 04
    Amazon.com, Inc.AMZN
    +7
  5. 05
    Evolution ABEVO
    +7
  6. 06
    VeriSign, Inc.VRSN
    +6
  7. 07
    Alphabet Inc.GOOGL
    +5
  8. 08
    Netflix, Inc.NFLX
    +4
  9. 09
    S&P Global Inc.SPGI
    +4
  10. 10
    Adobe Inc.ADBE
    +4

What our research on 398 companies says about where durable competitive advantages come from.

Where moats come from

Share of companies with at least one moat in each domain. Most companies defend on more than one front.

DomainCompanies%
Demand32481.4%Supply25564.1%Legal12230.7%Network11127.9%Financial297.3%
Browse all moat definitions
Most common moat types

The specific advantages that show up most across our coverage. Each links to its definition and examples.

Moat typeCompanies%
Brand Trust13032.7%Data Workflow Lockin8822.1%Design In Qualification7719.3%Service Field Network7017.6%Physical Network Density6315.8%
Browse all moat definitions

Moat Ranking Filters

How investors filter moat stocks

Category-level view of filters applied on the Wide Moat Stocks ranking. Data from the last 3 months.

Filter category uses

32.9K

Top 5 share

80.8%

01Search16.1K49.1%
02Country3.7K11.3%
03Moat strength2.6K8.0%
04Moat durability2.2K6.5%
05Pricing power2.0K5.9%
06Moat confidence1.8K5.4%
07Market structure1.6K4.9%
08Sector9102.8%
09Moat domain7972.4%
10Industry7062.1%
Top moat filter values

Most-selected filter values across the moat ranking filters (multi-selects count each value). Data from the last 3 months.

Filter value uses

32.1K

Top 5 share

33.7%

01Country: United States2.6K8.1%
02Moat strength: 52.5K7.8%
03Moat durability: durable2.1K6.7%
04Pricing power: strong1.9K6.0%
05Moat confidence: 51.7K5.2%
06Market structure: monopoly1.5K4.5%
07Market structure: quasi_monopoly1.4K4.3%
08Moat strength: 41.1K3.3%
09Moat confidence: 48622.7%
10Country: Germany5881.8%

Tool Switching & Coverage

Looking for alternatives to

Replacement searches highlight where users are ready to switch and demand is shifting.

Google Finance880
Journalytic191
Fiscal.ai151
Financial Modeling Prep (FMP)146
OptionStrat127
SpotGamma117
EODHD113
Bloomberg (Europe)96
Portfolio Visualizer84
FinancialJuice83
Stockopedia79
Stocktwits78
Want free alternatives to

Free-alternative searches show price pressure and budget-driven demand.

Most versatile

Tools with the most category badges; useful when you want broad coverage in one product.

  1. 01
    GuruFocus49
  2. 02
    TipRanks37
  3. 03
    Investing.com34
  4. 04
    Stock Analysis32
  5. 05
    Stock Rover32
  6. 06
    Fiscal.ai29
  7. 07
    TradingView27
  8. 08
    ChartMill24
  9. 09
    Seeking Alpha24
  10. 10
    TickerTrends24
  1. 11
    SentiSense22
  2. 12
    Trendlyne22
  3. 13
    Yahoo Finance22
  4. 14
    TrendSpider21
  5. 15
    Koyfin20
  6. 16
    Benzinga20
  7. 17
    FinancialData.Net20
  8. 18
    YCharts20
  9. 19
    EPSMomentum20
  10. 20
    Financial Modeling Prep (FMP)19
Most unique

Tools with rare-category coverage (≤ 3 tools share); helps spot niche capabilities others lack.

  1. 01
    Dune3
  2. 02
    Delta by eToro2
  3. 03
    SS&C Black Diamond Wealth Solutions2
  4. 04
    AlphaResearch2
  5. 05
    Quartr2
  6. 06
    Glassdoor2
  7. 07
    Autochartist2
  8. 08
    Simply Wall St2
  9. 09
    TipRanks2
  10. 10
    Glassnode2
  1. 11
    TickerTrends2
  2. 12
    Masttro1
  3. 13
    Börsdata1
  4. 14
    Hunter1
  5. 15
    FlightAware1
  6. 16
    CapEdge1
  7. 17
    ORTEX1
  8. 18
    Earnings Whispers1
  9. 19
    ETF Research Center1
  10. 20
    Bridgewater Associates1

Tool Filter Values

Tool filters investors use

Only filters applied to tool lists are counted; shows which tool criteria matter most. Data from the last 3 months.

Total tool filter actions

2.9K

Top 5 share

93.3%

01Search2.0K69.6%
02Prices35712.4%
03Categories1615.6%
04Starred only903.1%
05Target audience772.7%
06Topics431.5%
07Regions411.4%
08Experience levels371.3%
09Tested only371.3%
10Platforms190.7%
Most-selected tool filter values

Values applied on the tool directory filters; multi-selects count each value. Data from the last 3 months.

Filter value uses

1.3K

Top 5 share

42.3%

01Prices: Free35427.0%
02Starred only: true906.9%
03Target audience: Swing Traders372.8%
04Tested only: true372.8%
05Experience levels: Advanced362.7%
06Regions: Europe352.7%
07Categories: Official Sources322.4%
08Target audience: Retail Traders312.4%
09Categories: Courses & Certs302.3%
10Categories: Education302.3%

Engagement & Traffic

How investors arrive

Entry intent by page type shows where discovery starts over the last 90 days.

EntryVisitors%
Free tool pages10.2K21.2%
Other10.0K20.8%
Tool comparisons9.9K20.4%
Tool pages5.6K11.6%
Tool alternatives2.9K6%
Stock pages2.5K5.1%
Homepage2.0K4.2%
Stock comparisons1.9K4%
Tool categories1.4K2.9%
Moat stocks1.2K2.5%
Moat glossary3600.7%
Stats3070.6%
Source quality

Vote rate by source highlights channels that bring engaged users over the last 90 days.

Substack / newsletters
128.3%
Perplexity
1512.6%
Reddit
2572.7%
Gemini
412.4%
GitHub
432.3%
Twitter/X
3032%
Other
1.3K1.1%
ChatGPT / OpenAI
5680.9%
Brave Search / Leo
3650.8%
Google
13.7K0.7%
Where visitors come from

Top referral sources by visitors track the acquisition mix over the last 90 days.

SourceVisitors%
Direct25.7K54%
Google13.7K29%
Bing3.1K6%
DuckDuckGo2.5K5%
Other1.3K3%
ChatGPT / OpenAI5681%
Brave Search / Leo3651%
Twitter/X3031%
AI referrals

Visits sent by AI assistants show how much discovery comes from chatbots in the last 90 days.

SourceVisitors%
ChatGPT / OpenAI56840%
Brave Search / Leo36526%
Claude16011%
Perplexity15111%
Copilot14210%
Gemini413%
Mistral / Le Chat10%

About These Stats

I've created this public stats page to open source the investor analytics behind Find My Moat, including stock analysis tools usage and economic moat activity. This is a work in progress, and I'm always looking for ways to improve it.

Would you like to see something added? A new chart or a new metric? A market analytics view? Any feedback?

Don't hesitate to reach out! Use the 'Feedback' button in the bottom right corner.

Explore the Tools

Now that you've seen what other investors are discovering, start exploring the directory yourself. Find the perfect tools for your investing workflow.

Browse All Tools

Curation & Accuracy

This directory blends AI‑assisted discovery with human curation. Entries are reviewed, edited, and organized with the goal of expanding coverage and sharpening quality over time. Your feedback helps steer improvements (because no single human can capture everything all at once).

Details change. Pricing, features, and availability may be incomplete or out of date. Treat listings as a starting point and verify on the provider’s site before making decisions. If you spot an error or a gap, send a quick note and I’ll adjust.