STOCK ANALYSIS TOOLS & ECONOMIC MOAT STATS
VOL. XCIV, NO. 247
Thursday, June 18, 2026
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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Visitors • Last 90 days
Tool Clicks • 100% CTR, 90 days
Votes Cast • 77% positive, all time
Conversion • 90-day view → click
Market Pulse
Share of votes each tool earned in the last 14 days versus its last 90 days of votes; highlights momentum and rising attention.
Community sentiment for the last 7 days.
Tools with split approval; highlights polarizing picks to research before committing.
Community Favorites Tools
Net upvotes (upvotes minus downvotes) highlight the strongest community consensus.
High-approval tools (80%+ with 5+ votes) signal broad agreement on quality.
Outbound clicks from the last 90 days show where investors show active intent to try a tool.
Wide Moat Stocks
Weighted scores blend moat strength, durability, confidence, and market structure.
- 01100Taiwan Semiconductor Manufacturing Company Limited2330
- 02100VeriSign, Inc.VRSN
- 0399Visa Inc.V
- 0498NVIDIA CorporationNVDA
- 0598Vertex Pharmaceuticals IncorporatedVRTX
- 0698Canadian National Railway CompanyCNR
- 0797Autotrader Group plcAUTO
- 0895Oriental Land Co., Ltd.4661
- 0994Hong Kong Exchanges and Clearing Limited0388.HK
- 1093Enbridge Inc.ENB
Net upvotes are community upvotes minus downvotes on moat claims.
Moat Ranking Filters
Category-level view of filters applied on the Wide Moat Stocks ranking. Data from the last 3 months.
Filter category uses
21.9K
Top 5 share
87.1%
Most-selected filter values across the moat ranking filters (multi-selects count each value). Data from the last 3 months.
Filter value uses
16.0K
Top 5 share
30.0%
Tool Switching & Coverage
Replacement searches highlight where users are ready to switch and demand is shifting.
Free-alternative searches show price pressure and budget-driven demand.
Tools with the most category badges; useful when you want broad coverage in one product.
Tools with rare-category coverage (≤ 3 tools share); helps spot niche capabilities others lack.
Tool Filter Values
Only filters applied to tool lists are counted; shows which tool criteria matter most. Data from the last 3 months.
Total tool filter actions
7.8K
Top 5 share
92.2%
Values applied on the tool directory filters; multi-selects count each value. Data from the last 3 months.
Filter value uses
5.1K
Top 5 share
26.2%
Engagement & Traffic
Entry intent by page type shows where discovery starts over the last 90 days.
Vote rate by source highlights channels that bring engaged users over the last 90 days.
Top referral sources by visitors track the acquisition mix over the last 90 days.
Visits sent by AI assistants show how much discovery comes from chatbots in the last 90 days.
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 ToolsCuration & 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.