AI Visibility Scorecard
Castrol
castrol.com · Automotive
Somewhat visible. AI bots can read Castrol, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Meta AI · Apple Intelligence · ChatGPT · Claude
#3,679 of 365,655 in Automotive for AI visibility
7
AEO Visibility
iVisible · 6.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Castrol
from our crawl and measurement
Castrol is a business whose own site puts it this way: "At Castrol, we’re breaking boundaries and moving forwards on a pathway of change. Embracing the new to accelerate progress." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Website), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and Meta AI.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Fair
Social discussion and mentions.
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 6.5/10, Castrol has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help you?
Business customers Castrol’s range of oils, lubricants, and services can drive your business forward – optimising efficiency, reliability and costs. Motorists Castrol offers a wide range of high-quality oils, fluids and technical services tailored to meet the needs of every driver.
Is this your brand?
The exact fixes for Castrol
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Castrol.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/castrol
Cite this score: Engagemii (2026). "AEO Score for Castrol." Retrieved from https://engagemii.com/aeo/brands/castrol
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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