AI Visibility Scorecard
Benjamin Franklin Plumbing Minneapolis, MN
davidmacdougall.com · Home & Living
Borderline visible. AI bots can crawl Benjamin Franklin Plumbing Minneapolis, MN, 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.
AI engines read this profile 5 times
Meta AI · Claude
#220,356 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Benjamin Franklin Plumbing Minneapolis, MN
from our crawl and measurement
"Minneapolis plumbers at Benjamin Franklin Plumbing -- We are a full-service plumbing company for all of your plumbing needs in the Twin Cities area." That is how Benjamin Franklin Plumbing Minneapolis, MN of rd St. Minneapolis, MN introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
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
Good
Inbound links from other sites.
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 4/10, Benjamin Franklin Plumbing Minneapolis, MN is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Benjamin Franklin Plumbing Minneapolis, MN
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/davidmacdougall
Cite this score: Engagemii (2026). "AEO Score for Benjamin Franklin Plumbing Minneapolis, MN." Retrieved from https://engagemii.com/aeo/brands/davidmacdougall
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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