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AI Visibility Scorecard
reputationfrog.com · Home & Living
Borderline visible. AI bots can crawl Reputation Frog, 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
#640,351 of 806,079 in Home & Living for AI visibility
3.5
/10
AEO Score
from our crawl and measurement
Reputation Frog describes itself simply: "Help local businesses manage Google reviews, respond to upset customers, report fake reviews, and protect their reputation on Google, Reddit, Facebook, and across the web." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is a sitemap and 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.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
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.
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 3.5/10, Reputation Frog is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Reputation Frog
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying furniture online requires a leap of faith that most people aren't prepared to make.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/reputationfrog
Cite this score: Engagemii (2026). "AEO Score for Reputation Frog." Retrieved from https://engagemii.com/aeo/brands/reputationfrog
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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