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AI Visibility Scorecard
Top of the Pack
topofthepack.com · Home & Living
Borderline visible. AI bots can crawl Top of the Pack, 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
#599,863 of 807,071 in Home & Living for AI visibility
3.7
/10
AEO Score
About Top of the Pack
from our crawl and measurement
Top of the Pack describes itself simply: "Top of the Pack helps home-service businesses in the Charleston metro and South Carolina get found in Google Maps. Real geo-grid audits, honest reports, and work on the local...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 3.7/10, Top of the Pack is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Top of the Pack
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
Buying furniture online requires a leap of faith that most people aren't prepared to make.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Top of the Pack.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/topofthepack
Cite this score: Engagemii (2026). "AEO Score for Top of the Pack." Retrieved from https://engagemii.com/aeo/brands/topofthepack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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