AI Visibility Scorecard
Renew DPF
renewdpf.com · Automotive
Borderline visible. AI bots can crawl Renew DPF, 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 3 times
Meta AI · Claude
#246,778 of 365,731 in Automotive for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Renew DPF
from our crawl and measurement
"Renew DPF provides professional diesel aftertreatment services including DPF cleaning, DOC cleaning, SCR cleaning, ReCore services, diesel diagnostics, and mobile support for commercial." That is how Home introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
The site gets some of it right: it has crawler access and the files AI engines look for. What holds it back is what is absent, including a heading structure that lays out what it offers, credibility markers like credentials or reviews, sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. On the other hand AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 4.1/10, Renew DPF is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Renew DPF
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Renew DPF.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/renewdpf
Cite this score: Engagemii (2026). "AEO Score for Renew DPF." Retrieved from https://engagemii.com/aeo/brands/renewdpf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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