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AI Visibility Scorecard
Marsh
marshmellowclimate.com · Home & Living
Borderline visible. AI bots can crawl Marsh, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#871,017 of 1,219,322 in Home & Living for AI visibility
3.8
/10
AEO Score
About Marsh
from our crawl and measurement
Marsh is a business whose own site puts it this way: "Professional HVAC repair, AC service, and furnace installation in Marshfield, MO and Webster County. Book online in 60 seconds, no hold music, no hassle." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found a sitemap, a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.8/10, Marsh is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Marsh
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marshmellowclimate
Cite this score: Engagemii (2026). "AEO Score for Marsh." Retrieved from https://engagemii.com/aeo/brands/marshmellowclimate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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