AI visibility score
4.1/ 10Fair

▼ 0.9 since Jul 2026

#1,807,789 of 2,707,329 in Technology

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

CapabilityKit

CapabilityKit

Unclaimed

capabilitykit.com · Technology

Borderline visible. AI bots can crawl CapabilityKit, 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 2 times

Claude

#1,807,789 of 2,707,329 in Technology for AI visibility

45

AI Naming Predictability

i

Sometimes named · 45/100

4

AEO Visibility

i

Borderline · 4.1/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

12

AI Adoption

i

Basic · 12/100

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About CapabilityKit

from our crawl and measurement

CapabilityKit describes itself simply: "CapabilityKit helps AI-native engineering teams review capability diffs, assess implementation verification depth, and understand dependency impact." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.

Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.

Industry · Technology
Last scored · Jul 31, 2026

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

Weak

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

Fair

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, CapabilityKit is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What behavior changed?

`capabilitykit diff` summarizes intent, acceptance, verification, implementation reference, and ignore policy changes against a Git base. It excludes noisy saved review evidence by default. capabilitykit diff HEAD intent changed acceptance +2/-0 verification +1/-0 Impact: 3 direct, 7 transitive Verification depth

How strong is the evidence?

`capabilitykit assess` reads declared implementation references and places each acceptance criterion beside concrete evidence. Uncertain findings stay visible until semantic review, tests, or accepted gaps resolve them. covered: status summary exists uncertain: impact evidence found uncovered: no semantic review saved Impact graph

What else may break?

`capabilitykit impact` follows explicit `agent.depends_on` relationships and collects suggested automated checks, manual review steps, and known verification gaps across the impacted set. Direct dependents: 5 Transitive dependents: 9 Suggested checks: npm test, compile Supported coding agents

Is this your brand?

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The exact fixes for CapabilityKit

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Which AI engines already crawl you

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Picked for CapabilityKit: How-To

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.

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/capabilitykit

Cite this score: Engagemii (2026). "AEO Score for CapabilityKit." Retrieved from https://engagemii.com/aeo/brands/capabilitykit

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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