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AI Visibility Scorecard
madison-st-plumbing-company.com · Home & Living
At 2.5/10, Madison St Plumbing Company 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#742,861 of 773,765 in Home & Living for AI visibility
2.5
/10
AEO Score
from our crawl and measurement
Madison St Plumbing Company, based in Oak Park, IL, describes itself simply: "Madison St Plumbing Company Email: [email protected] Phone: (312) 883-9625 729 Madison St, Oak Park, IL 60302 We Stand For Quality What do you do when a plumbing." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
On the page itself the strengths are clear: a clearly stated business identity. It is passable on a workable page structure. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business 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. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
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.
0
No Reddit mentions found yet.
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 2.5/10, Madison St Plumbing Company is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Madison St Plumbing Company
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/madison-st-plumbing-company
Cite this score: Engagemii (2026). "AEO Score for Madison St Plumbing Company." Retrieved from https://engagemii.com/aeo/brands/madison-st-plumbing-company
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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