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AI Visibility Scorecard
Pamela Mabbott
pamelamabbott912912.substack.com · Fashion & Apparel
Somewhat visible. AI bots can read Pamela Mabbott, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#812 of 229,745 in Fashion & Apparel for AI visibility
6.7
/10
AEO Score
About Pamela Mabbott
from our crawl and measurement
Pamela Mabbott is a business whose own site puts it this way: "Northern English, former Information Analyst & Science teacher, Interior designer and Decorator. Now gardening, laughing and yet serious about injustices." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 out of 10.
Our crawl found a sitemap. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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
8
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
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 6.7/10, Pamela Mabbott has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pamela Mabbott
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Pamela Mabbott.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pamelamabbott912912-substack
Cite this score: Engagemii (2026). "AEO Score for Pamela Mabbott." Retrieved from https://engagemii.com/aeo/brands/pamelamabbott912912-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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