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AI Visibility Scorecard
First4cleaning
first4cleaning.com · Home & Living
Borderline visible. AI bots can crawl First4cleaning, 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
#520,509 of 792,078 in Home & Living for AI visibility
4
/10
AEO Score
About First4cleaning
from our crawl and measurement
First4cleaning is a business whose own site puts it this way: "First4Cleaning is a cleaning service based in Peterborough. We specialise in Domestic Cleans, Commercial Cleans, and Fogging Services." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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 4/10, First4cleaning is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for First4cleaning
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/first4cleaning
Cite this score: Engagemii (2026). "AEO Score for First4cleaning." Retrieved from https://engagemii.com/aeo/brands/first4cleaning
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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