AI Visibility Scorecard
Fraser River Paint and Body
fraserriverpb.com · Automotive
Borderline visible. AI bots can crawl Fraser River Paint and Body, 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 1 times
Claude
#9,925 of 365,621 in Automotive for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Automotive average 5
Top 43% of Automotive
See what's behind this score →4
-
Network Authority
iNot connected yet
Automotive average 0.0
0 relationships · Automotive average 5
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Automotive average 16
See what's behind this score →0
About Fraser River Paint and Body
from fraserriverpb.com
Whether it's a minor scratch or major collision, or even custom modifications, Fraser River Paint & Body Ltd. uses industry-certified techniques to
- Company ·
- Fraser River Paint and Body
- Website ·
- fraserriverpb.com
- Industry ·
- Automotive
- Location ·
- New Westminster, BC
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
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 read your site and name it in answers. At 4.2/10, Fraser River Paint and Body is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Us?
Experienced Technicians Our team consists of highly trained professionals with decades of combined experience. ICBC Approved & Hassle-Free We handle your ICBC claims & repairs with ease, ensuring a seamless experience from start to finish. Comprehensive Service From repairs to custom upfitting to paint, we are your one-stop shop for all vehicle needs.
Is this your brand?
The exact fixes for Fraser River Paint and Body
Which AI engines already crawl you
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fraserriverpb
Cite this score: Engagemii (2026). "AEO Score for Fraser River Paint and Body." Retrieved from https://engagemii.com/aeo/brands/fraserriverpb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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