AI VISIBILITY SCOREAS OF 2026-07-25 · ENGAGEMII INDEX

6.6/ 10

#1,044 OF 359,827 IN AUTOMOTIVE

SCORE HISTORY BEGINS 2026-07-25

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Pilgrim of Speed

Name: Pilgrim of Speed - AI Visibility Score
Creator: Engagemii
Published: 2026-07-25T19:23:09.072Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

pilgrimofspeed.substack.com · Automotive

Somewhat visible. AI bots can read Pilgrim of Speed, but it is missing the structured signals that push citation rate above competitors.

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AI engines read this profile 1 times

Claude

#1,044 of 359,827 in Automotive for AI visibility

AEO Visibility

Visible · 6.6/10

Muse Index Score

AI agent readiness

Not agent-ready · 0/100

AI Adoption

None detected · -/100

About Pilgrim of Speed

from pilgrimofspeed.substack.com

Lifelong racing fan shares analysis, opinions, images, and memories from 40 years as a credentialed motor racing photojournalist. Topics include Formula 1, IMSA and WEC endurance sports car racing, IndyCar, NASCAR, vintage racing, bikes, SRO sports cars. Click to read Pilgrim of Speed, by A Glass-1/

Industry · Automotive

Last scored · Jul 25, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Authority

Established authority for your domain.

Reference Presence

Recognized in AI knowledge graphs.

News & Press

Press and news coverage.

Community

Forum and community discussion.

Social Mentions

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 6.6/10, Pilgrim of Speed has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Pilgrim of Speed: AEO & AI Search

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.

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Source & Attribution

Scored by Engagemii on July 25, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/pilgrimofspeed-substack

Cite this score: Engagemii (2026). "AEO Score for Pilgrim of Speed." Retrieved from https://engagemii.com/aeo/brands/pilgrimofspeed-substack

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.