AI Visibility Scorecard
ESPEED32
espeed32.com · Home & Living
At 1.34/10, ESPEED32 is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Parallel
Top 50% in Home & Living for AI visibility
4
1.34
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Home & Living average 21
See what's behind this score →0
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 1.34 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.
- Company ·
- ESPEED32
- Website ·
- espeed32.com
- Industry ·
- Home & Living
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 1.34/10, ESPEED32 is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 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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