AI Visibility Scorecard
Pathfinder Land Surveying
plswv.com · Professional Services
Borderline visible. AI bots can crawl Pathfinder Land Surveying, 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 · Apple Intelligence · Perplexity
#135,929 of 528,823 in Professional Services for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Professional Services average 8
Top 64% of Professional Services
See what's behind this score →4
-
Network Authority
iNot connected yet
Professional Services average 0.0
0 relationships · Professional Services average 1
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Professional Services average 18
See what's behind this score →0
About Pathfinder Land Surveying
from our crawl and measurement
Pathfinder Land Surveying, based in Waverly, WV, describes itself simply: "As members of both the West Virginia business and higher education communities, Pathfinder owners, Jacob Petry and Doyle Hupp, understand that every project reflects directly on them as." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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), Applebot (Siri) and PerplexityBot.
- Company ·
- Pathfinder Land Surveying
- Website ·
- plswv.com
- Industry ·
- Professional Services
- Location ·
- Waverly, WV
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
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
Good
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
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, Pathfinder Land Surveying is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help?
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The exact fixes for Pathfinder Land Surveying
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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 October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/plswv
Cite this score: Engagemii (2026). "AEO Score for Pathfinder Land Surveying." Retrieved from https://engagemii.com/aeo/brands/plswv
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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