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AI Visibility Scorecard
Johnston Contracting, Inc.
johnston-contracting.com · Other
Borderline visible. AI bots can crawl Johnston Contracting, Inc., 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 4 times
Claude · Meta AI
3.9
/10
AEO Score
About Johnston Contracting, Inc.
from our crawl and measurement
"Serving Midland and Mid-Michigan Since 1955 Johnston Contracting has joined forces with Lee Industrial Contracting.To learn more about Lee Contracting, visit www.leecontracting.com." That is how Johnston Contracting, Inc. introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
5
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
1
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.9/10, Johnston Contracting, Inc. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Johnston Contracting, Inc.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Johnston Contracting, Inc..
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnston-contracting
Cite this score: Engagemii (2026). "AEO Score for Johnston Contracting, Inc.." Retrieved from https://engagemii.com/aeo/brands/johnston-contracting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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