AI Visibility Scorecard
Lance Maxwell Plumbing
lancemaxwellplumbing.com · Home & Living
Borderline visible. AI bots can crawl Lance Maxwell Plumbing, 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 7 times
Claude · Meta AI · ShapBot
#28,515 of 1,376,760 in Home & Living for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Lance Maxwell Plumbing
from our crawl and measurement
Lance Maxwell Plumbing is a Tallahassee, FL business whose own site puts it this way: "Tallahassee Plumber with over 20 years experience. Call us for Tallahassee plumbing repair, water heaters and drain cleaning. Great rates - 24 hour service!." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI. By its own structured data it is a plumbing business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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 4.2/10, Lance Maxwell Plumbing is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Lance Maxwell Plumbing?
For over 20 years, Lance Maxwell Plumbing has been the Tallahassee plumber of choice for everything from new home construction to emergency leaks, clogs and appliance installation.
Is this your brand?
The exact fixes for Lance Maxwell Plumbing
Which AI engines already crawl you
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lancemaxwellplumbing
Cite this score: Engagemii (2026). "AEO Score for Lance Maxwell Plumbing." Retrieved from https://engagemii.com/aeo/brands/lancemaxwellplumbing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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