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AI Visibility Scorecard
crowderbros.com · E-commerce
Borderline visible. AI bots can crawl Crowder Bros. Ace Hardware, 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
#253,726 of 616,780 in E-commerce for AI visibility
4.7
/10
AEO Score
from our crawl and measurement
Crowder Bros. Ace Hardware describes itself simply: "Crowder Bros. Ace Hardware represents more than 60 years of fine service. The first Crowder Bros. Hardware store was founded in 1955." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
On the page it is passable on a few credibility markers and basic crawler access. What holds it back is a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow and structured data describing the business.
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.
There is not much on the page to read either, about 141 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1955.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
1
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.
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 4.7/10, Crowder Bros. Ace Hardware is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Crowder Bros. Ace Hardware
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Weekly ChatGPT & Claude citation tracking
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/crowderbros
Cite this score: Engagemii (2026). "AEO Score for Crowder Bros. Ace Hardware." Retrieved from https://engagemii.com/aeo/brands/crowderbros
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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