AI Visibility Scorecard
The Modular Home Review
mcavoyconstruct.com · Finance & Insurance
Borderline visible. AI bots can crawl The Modular Home Review, 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.
AI engines read this profile 1 times
Claude
#477,241 of 792,424 in Finance & Insurance for AI visibility
4
AEO Visibility
iBorderline · 4.2/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About The Modular Home Review
from our crawl and measurement
The Modular Home Review is a business whose own site puts it this way: "Independent UK guides to prefab, modular and offsite homes: costs, planning and the small print." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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.
Off-page authority
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.
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 4.2/10, The Modular Home Review is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How Much Does a Modular Home Cost in the UK? 2026 Price Breakdown Per m2?
Modular home cost UK: a 2026 per m2 breakdown covering the module, groundworks, connections, planning and the hidden extras most quotes leave out. Read the full story The index
Is this your brand?
The exact fixes for The Modular Home Review
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Modular Home Review.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcavoyconstruct
Cite this score: Engagemii (2026). "AEO Score for The Modular Home Review." Retrieved from https://engagemii.com/aeo/brands/mcavoyconstruct
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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