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AI Visibility Scorecard
Kathryn Tuttle
kathryntuttle.com · Pet Care
At 0.5/10, Kathryn Tuttle 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
#98,800 of 99,115 in Pet Care for AI visibility
0.5
/10
AEO Score
About Kathryn Tuttle
from our crawl and measurement
"Strategy advisor to purpose-driven CPG and pet food brands. 20 years experience in brand strategy, marketing, sales, and strategic planning." That is how Kathryn Tuttle introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity. What holds it back is structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
0
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
0
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 0.5/10, Kathryn Tuttle is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kathryn Tuttle
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on July 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kathryntuttle
Cite this score: Engagemii (2026). "AEO Score for Kathryn Tuttle." Retrieved from https://engagemii.com/aeo/brands/kathryntuttle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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