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AI Visibility Scorecard

Putnam Mechanical

Putnam Mechanical

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putnammechanical.com · consumer goods

Somewhat visible. AI bots can read Putnam Mechanical, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#10,462 of 724,796 in Healthcare for AI visibility

6.5

/10

AEO Score

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About Putnam Mechanical

from our crawl and measurement

Putnam Mechanical describes itself simply: "Putnam Mechanical is the top HVAC company in Mooresville, NC. Contact our expert team of HVAC professionals today!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · consumer goods
Last scored · Aug 2, 2026
Employees · 1-10

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

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 6.5/10, Putnam Mechanical has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Putnam Mechanical

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Putnam Mechanical: Health & Wellness

Trust Is the Product. AI Is How You Build It at Scale.

In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/putnammechanical

Cite this score: Engagemii (2026). "AEO Score for Putnam Mechanical." Retrieved from https://engagemii.com/aeo/brands/putnammechanical

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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