AI Visibility Scorecard
Carter Langfold
carterlangfold.com · Home & Living
Borderline visible. AI bots can crawl Carter Langfold, 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
#1,146,043 of 1,377,832 in Home & Living for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Carter Langfold
from our crawl and measurement
"Construction company based in Redditch covering Worcestershire and Warwickshire. Solar panels, roofing, driveways, extensions, loft conversions, loft insulation and spray foam removal." That is how Carter Langfold of Birmingham introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (GeneralContractor), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 3.5/10, Carter Langfold is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Know someone planning building work?
Thank you for being a Carter Langfold customer! We hope our service has made your life easier and given you back more time to enjoy what matters most. If you have loved your experience, please share it with your family, friends and neighbours. For every new customer you refer, we will say thank you with £100. We truly appreciate your support and look forward to seeing you again soon. Free no obligation survey
Is this your brand?
The exact fixes for Carter Langfold
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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 Carter Langfold.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/carterlangfold
Cite this score: Engagemii (2026). "AEO Score for Carter Langfold." Retrieved from https://engagemii.com/aeo/brands/carterlangfold
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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