AI Visibility Scorecard
Operation Granny Files
grannyfiles.com · Education
Somewhat visible. AI bots can read Operation Granny Files, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#204,764 of 936,926 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Operation Granny Files
from our crawl and measurement
Operation Granny Files describes itself simply: "Free progressive genealogy education - mission-based lessons and downloadable research tools for serious family historians." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 5.4/10, Operation Granny Files has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What Is Operation Granny Files?
Operation Granny Files is a progressive genealogy education series. Each mission is a self-contained lesson that teaches a specific research skill and comes with a free downloadable artifact—a field guide, quick reference, or workbook—you can use immediately. Missions build on each other, from the absolute basics of Genealogy 101 through advanced methodology in the 300- and 400-level courses.
Is this your brand?
The exact fixes for Operation Granny Files
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Operation Granny Files.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grannyfiles
Cite this score: Engagemii (2026). "AEO Score for Operation Granny Files." Retrieved from https://engagemii.com/aeo/brands/grannyfiles
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform