AI Visibility Scorecard
K28
k28aibuildlab.com · Technology
Borderline visible. AI bots can crawl K28, 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
#1,808,115 of 2,707,790 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About K28
from our crawl and measurement
"K28 - AI Build Studio, a sprint-based studio building investor-ready AI MVPs, agentic automation, and brand systems for founders & operators." That is how k28aibuildlab.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.1/10, K28 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What does not shipping cost you?Drag the dials.?
A simple side-by-side: an in-house build vs. a K28 sprint. We hold the variables; you move the sliders. Numbers update live. Use this as a sanity check, not a quote — your real estimate comes from the diagnostic. Inputs Tune for your context. Defaults reflect a typical pre-seed founder with one developer and one designer running a 3-month build. Team size · engineers + designers 3 people Avg.
Is this your brand?
The exact fixes for K28
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 K28.
Source & Attribution
Scored by Engagemii on October 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/k28aibuildlab
Cite this score: Engagemii (2026). "AEO Score for K28." Retrieved from https://engagemii.com/aeo/brands/k28aibuildlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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