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AI Visibility Scorecard
Andy Boynton: Writing and Editing Services
andyboynton.com · E-commerce
At 2.5/10, Andy Boynton: Writing and Editing Services 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.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#566,037 of 614,094 in E-commerce for AI visibility
2.5
/10
AEO Score
About Andy Boynton: Writing and Editing Services
from our crawl and measurement
Andy Boynton: Writing and Editing Services is one of the businesses we track in the E-commerce space. As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
The page falls short on a heading structure that lays out what it offers, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business and a clearly stated business identity.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
2
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.5/10, Andy Boynton: Writing and Editing Services is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Andy Boynton: Writing and Editing Services
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/andyboynton
Cite this score: Engagemii (2026). "AEO Score for Andy Boynton: Writing and Editing Services." Retrieved from https://engagemii.com/aeo/brands/andyboynton
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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