AI Visibility Scorecard
The Falsification Kit — tools that kill bad backtests
strategygraveyard.com · E-commerce
Borderline visible. AI bots can crawl The Falsification Kit — tools that kill bad backtests, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#498,114 of 737,083 in E-commerce for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About The Falsification Kit — tools that kill bad backtests
from our crawl and measurement
The Falsification Kit — tools that kill bad backtests describes itself simply: "35 pre-registered backtests. 29 kills. Tools that stop your backtest from lying to you." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4/10, The Falsification Kit — tools that kill bad backtests is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
provenanceWho's selling this?
One retail trader who spent months building a bot, watched honest testing kill every strategy it ran, and kept the machine that did the killing. The graveyard writeups converted the skeptics first, including the ones who showed up to argue. The receipts are public, the code produced them, and when my own pre-registered prediction got falsified by my own gate last week, that went in the repo too.
Is this your brand?
The exact fixes for The Falsification Kit — tools that kill bad backtests
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/strategygraveyard
Cite this score: Engagemii (2026). "AEO Score for The Falsification Kit — tools that kill bad backtests." Retrieved from https://engagemii.com/aeo/brands/strategygraveyard
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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