AI Visibility Scorecard
bfmresearch.com
bfmresearch.com · Education
Borderline visible. AI bots can crawl bfmresearch.com, 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
#363,378 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About bfmresearch.com
from our crawl and measurement
bfmresearch.com is a business whose own site puts it this way: "Creating family histories and obtaining access to early New England historical resources is my specialty." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
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 4/10, bfmresearch.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Genealogy 101 Workshop: "Who ARE You Anyway?
Learn techniques and strategies for researching your family's unique story. Topics covered include how to plan a research project, where to look for clues and information, and how to organize what you find. Level: BeginnerLength: 1-1/2 hours or multi-session course (depending on group) HOW TO startfamily history research Ask me about additional information on getting started on a family history project.
Is this your brand?
The exact fixes for bfmresearch.com
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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 bfmresearch.com.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bfmresearch
Cite this score: Engagemii (2026). "AEO Score for bfmresearch.com." Retrieved from https://engagemii.com/aeo/brands/bfmresearch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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