AI Visibility Scorecard
Kindling Signal
mkteagle.com · Technology
Borderline visible. AI bots can crawl Kindling Signal, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,299,542 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About Kindling Signal
from our crawl and measurement
Michael Teagle front-end engineer describes itself simply: "Founder of Kindling Signal, an independent software company building Phantrace, TaskJunky, and teag.me. Software engineer in Utah, open to engineering and consulting opportunities." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, Person, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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
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 4/10, Kindling Signal is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
have a small, careful interface that needs building?
I take a couple of projects a year. If yours sounds like a fit — or you’re a studio I named earlier and you’re reading this — I usually reply within a day.[email protected]résumé / cv ↓githublinkedindiscogs801.857.7208© 2026 Michael Teagle · phantom drawn 2026lehi, utah · 40.39°N 111.85°W
Is this your brand?
The exact fixes for Kindling Signal
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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 Kindling Signal.
Source & Attribution
Scored by Engagemii on October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mkteagle
Cite this score: Engagemii (2026). "AEO Score for Kindling Signal." Retrieved from https://engagemii.com/aeo/brands/mkteagle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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