AI Visibility Scorecard
Pinkney Development
pinkneydevelopments.com · Food & Beverage
Borderline visible. AI bots can crawl Pinkney Development, 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 2 times
Claude · ChatGPT
#378,032 of 1,391,864 in Food & Beverage for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
Business connections
Public companies in Food & Beverage have about 2 business relationships on record.
You have none on record yet.
About Pinkney Development
from our crawl and measurement
Pinkney Development, based in Maulden, describes itself simply: "Transform your property with expert kitchen and bathroom refurbishment, general maintenance, and painting services in Bedfordshire." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- Pinkney Development
- Website ·
- pinkneydevelopments.com
- Industry ·
- Food & Beverage
- Location ·
- Maulden, ENG
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 26, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
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
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 read your site and name it in answers. At 4/10, Pinkney Development is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pinkney Development
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pinkneydevelopments
Cite this score: Engagemii (2026). "AEO Score for Pinkney Development." Retrieved from https://engagemii.com/aeo/brands/pinkneydevelopments
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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