AI visibility score
5.4/ 10Fair

▼ 0.6 since Jul 2026

#239,716 of 1,371,496 in Home & Living

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Local  Residential and Commercial HVAC Services

Local Residential and Commercial HVAC Services

Unclaimed

etchvacs.com · Home & Living

Somewhat visible. AI bots can read Local Residential and Commercial HVAC Services, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

Claude · Apple Intelligence · Meta AI

#239,716 of 1,371,496 in Home & Living for AI visibility

5

AEO Visibility

i

Borderline · 5.4/10

35

Muse Index Score

i

AI agent readiness

Basic · 35/100

0

AI Adoption

i

None detected · 0/100

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About Local Residential and Commercial HVAC Services

from our crawl and measurement

Local Residential and Commercial HVAC Services, based in Manchester, NH, describes itself simply: "With over seven years of experience and a commitment to high-quality craftsmanship, we can update your commercial or residential HVAC system with ease.If you need a water heater replacement." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a few credibility markers and partial sitemap and link coverage.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Home & Living
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 5.4/10, Local Residential and Commercial HVAC Services has a working base to build on - fixable, and the signals above are where to start.

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Picked for Local Residential and Commercial HVAC Services: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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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Source & Attribution

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

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

Cite this score: Engagemii (2026). "AEO Score for Local Residential and Commercial HVAC Services." Retrieved from https://engagemii.com/aeo/brands/etchvacs

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

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