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AI Visibility Scorecard
Holstead HVAC
holsteadsinc.com · Home & Living
Somewhat visible. AI bots can read Holstead HVAC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · ChatGPT · Apple Intelligence · Meta AI
#39,652 of 1,243,672 in Home & Living for AI visibility
6.1
/10
AEO Score
About Holstead HVAC
from our crawl and measurement
Holstead HVAC, based in Ruston, LA, describes itself simply: "Home - Holstead HVAC - Committed to bring heating & cooling solutions to Ruston & the surrounding areas. Our team of experts is here." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
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.
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 6.1/10, Holstead HVAC has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Holstead HVAC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Holstead HVAC.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/holsteadsinc
Cite this score: Engagemii (2026). "AEO Score for Holstead HVAC." Retrieved from https://engagemii.com/aeo/brands/holsteadsinc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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