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AI Visibility Scorecard
fahesketh.com · civil engineering
Borderline visible. AI bots can crawl FA Hesketh & Associates, 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
#934,038 of 1,698,116 in Food & Beverage for AI visibility
4.2
/10
AEO Score
from our crawl and measurement
"is a multi-discipline civil and traffic engineering firm." That is how FA Hesketh & Associates introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
On the page it is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, sitemaps and entity links AI can follow and structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that press coverage is thin. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1976.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
6
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
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 4.2/10, FA Hesketh & Associates is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for FA Hesketh & Associates
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fahesketh
Cite this score: Engagemii (2026). "AEO Score for FA Hesketh & Associates." Retrieved from https://engagemii.com/aeo/brands/fahesketh
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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