AI Visibility Scorecard
SpecKit
speckit.tech · Technology
Borderline visible. AI bots can crawl SpecKit, 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 5 times
Claude · Meta AI · Apple Intelligence
#1,894,967 of 2,705,698 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 14% of Technology companies
4
AEO Visibility
iNear-invisible · 3.6/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
17
AI Adoption
iBasic · 17/100
About SpecKit
from speckit.tech
Describe your idea and SpecKit turns it into production-ready specs: PRD, requirements, architecture, API contracts, database schema, and a delivery roadmap. The number of documents scales to your pro
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Weak
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 3.6/10, SpecKit is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SpecKit
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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 SpecKit.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/speckit-tech
Cite this score: Engagemii (2026). "AEO Score for SpecKit." Retrieved from https://engagemii.com/aeo/brands/speckit-tech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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