AI Visibility Scorecard
ESPEED32
espeed32.com · Home & Living
Borderline visible. AI bots can crawl ESPEED32, 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
#1,185,629 of 1,371,901 in Home & Living for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About ESPEED32
from our crawl and measurement
ESPEED32 describes itself simply: "ESPEED32 is an open-source ESP32 slot car controller project for DIY builders with browser-based setup, telemetry, firmware updates, tuning, and built-in user documentation." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is structured data on the page (WebSite, SoftwareSourceCode) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 3.5/10, ESPEED32 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ESPEED32
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 ESPEED32.
Source & Attribution
Scored by Engagemii on August 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/espeed32
Cite this score: Engagemii (2026). "AEO Score for ESPEED32." Retrieved from https://engagemii.com/aeo/brands/espeed32
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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