AI Visibility Scorecard
patterns-to-purpose.com · Professional Services
At 1.3/10, Patterns to Purpose, Coaching with Tammy Clair is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#520,364 of 526,862 in Professional Services for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
1
AEO Visibility
iNear-invisible · 1.3/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"A guided method for women in their 50s and 60s who are ready for the next chapter. It is built around who you already are, not who you're told to become." That is how Patterns to Purpose, Coaching with Tammy Clair introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.3 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
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.
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 1.3/10, Patterns to Purpose, Coaching with Tammy Clair is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Patterns to Purpose, Coaching with Tammy Clair
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/patterns-to-purpose
Cite this score: Engagemii (2026). "AEO Score for Patterns to Purpose, Coaching with Tammy Clair." Retrieved from https://engagemii.com/aeo/brands/patterns-to-purpose
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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