AI Visibility Scorecard
The Cook Group
cookbook-test.com · Legal
Borderline visible. AI bots can crawl The Cook Group, 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 2 times
Claude · ShapBot
#101,607 of 388,863 in Legal for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Legal average 8
Top 38% of Legal
See what's behind this score →4
-
Network Authority
iNot connected yet
Legal average 0.0
0 relationships · Legal average 2
See what's behind this score →20
0
About The Cook Group
from our crawl and measurement
The Cook Group is a Buffalo, NY business whose own site puts it this way: "Modern. Efficient. Effective. The Cook Group is a minority & women-owned firm. We are a diverse team of over 40 talented and experienced litigators licensed across the United States." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LegalService, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- The Cook Group
- Website ·
- cookbook-test.com
- Industry ·
- Legal
- Location ·
- Buffalo, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 30, 2026
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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 read your site and name it in answers. At 4/10, The Cook Group is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose The Cook Group?
With a focus on putting our client’s needs first, you’ll see attorneys from diverse backgrounds leading client engagements and practice groups. We leverage our strengths and experience as defense litigators to our client’s advantage: sharing ideas, knowledge and diverse perspectives with clients and each other to increase opportunities and overall effectiveness. The Cook Group is a minority and women owned law firm.
Is this your brand?
The exact fixes for The Cook Group
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cookbook-test
Cite this score: Engagemii (2026). "AEO Score for The Cook Group." Retrieved from https://engagemii.com/aeo/brands/cookbook-test
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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