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AI Visibility Scorecard

Hanselman Plumbing

Hanselman Plumbing

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hanselmanplumbing.com · Home & Living

At 2.8/10, Hanselman Plumbing is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#723,072 of 773,765 in Home & Living for AI visibility

2.8

/10

AEO Score

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About Hanselman Plumbing

from our crawl and measurement

Hanselman Plumbing describes itself simply: "Hanselman Plumbing provides comprehensive plumbing services in Dubuque, Iowa, and throughout eastern Iowa." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.

On the page it is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers and sitemaps and entity links AI can follow.

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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 65 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Home & Living
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

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.

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 2.8/10, Hanselman Plumbing is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Hanselman Plumbing

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/hanselmanplumbing

Cite this score: Engagemii (2026). "AEO Score for Hanselman Plumbing." Retrieved from https://engagemii.com/aeo/brands/hanselmanplumbing

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

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