AI Visibility Scorecard
hartformatting.com · Media & Entertainment
Borderline visible. AI bots can crawl Hart Formatting, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,467,463 of 1,966,627 in Media & Entertainment for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Book formatting by hand for independent authors. Ebook and print files that work on every device and upload without getting rejected. Free sample chapter." That is how Hart Formatting introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found a readable heading structure. It 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
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 3.8/10, Hart Formatting is crawlable but under-signaled - fixable, and the signals above are where to start.
What do you actually get?
Ebook Works on Kindle, Kobo, Nook, Apple Books, and anything else that opens an ebook. A table of contents readers can tap, and a file that opens on chapter one instead of the copyright page. Italics, block quotes, scene breaks, letters, journal entries, and text messages all keep their look. Passes Amazon's checks the first time, so no rejected uploads and no second attempt.
Is this your brand?
The exact fixes for Hart Formatting
Which AI engines already crawl you
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hartformatting
Cite this score: Engagemii (2026). "AEO Score for Hart Formatting." Retrieved from https://engagemii.com/aeo/brands/hartformatting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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