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AI Visibility Scorecard
diannahuff.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Huff Industrial Marketing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Claude · Meta AI
#19,198 of 237,152 in Manufacturing & Industrial for AI visibility
5.9
/10
AEO Score
from our crawl and measurement
Huff Industrial Marketing is a Plaistow, NH business whose own site puts it this way: "Who we work with: OEMs and job shops with considered sales cycles that want to grow but need expert marketing and lead generation help." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places, missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), 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 4 times in our tracking, so the engines are already looking.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 5.9/10, Huff Industrial Marketing has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Huff Industrial Marketing
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/diannahuff
Cite this score: Engagemii (2026). "AEO Score for Huff Industrial Marketing." Retrieved from https://engagemii.com/aeo/brands/diannahuff
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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