AI Visibility Scorecard
Lehigh Valley Contractor
tlscontractor.com · Home & Living
Borderline visible. AI bots can crawl Lehigh Valley Contractor, 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 6 times
Claude · Meta AI · ShapBot
#227,503 of 1,378,261 in Home & Living for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Home & Living average 5
Top 7% of Home & Living
See what's behind this score →4
-
Network Authority
iNot connected yet
Home & Living average 0.0
0 relationships · Home & Living average 2
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Home & Living average 21
See what's behind this score →0
About Lehigh Valley Contractor
from our crawl and measurement
Lehigh Valley Contractor describes itself simply: "We are a full-service remodeling and renovation contractor in the greater Lehigh Valley area. We have experience in all phases of remodeling and renovations." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Lehigh Valley Contractor
- Website ·
- tlscontractor.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
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 read your site and name it in answers. At 4/10, Lehigh Valley Contractor is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Do You Want To Get A Free Estimate?
We are always ready to provide you with a free quote! Schedule an Appointment © 2018 Taylor Schaffer Construction All Rights Reserved Lehigh Valley Website Design & Hosting
Is this your brand?
The exact fixes for Lehigh Valley Contractor
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tlscontractor
Cite this score: Engagemii (2026). "AEO Score for Lehigh Valley Contractor." Retrieved from https://engagemii.com/aeo/brands/tlscontractor
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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