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AI Visibility Scorecard

Kibibi Design

Kibibi Design

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kibibidesign.com · Fashion & Apparel

At 3/10, Kibibi Design is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#193,769 of 228,755 in Fashion & Apparel for AI visibility

3

/10

AEO Score

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About Kibibi Design

from our crawl and measurement

Kibibi Design is a business whose own site puts it this way: "Kibibi Design is a handcrafted artisan company utilizing artisans earning a fair wage in Kenya. Kibibi means, Princess in Swahili. We are empowering women. From one princess to another." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

Our crawl found an llms.txt file for AI models and a sitemap. It is missing structured data describing the business and a heading structure that lays out what it offers.

Industry · Fashion & Apparel
Last scored · Aug 17, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 3/10, Kibibi Design is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Kibibi Design

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Kibibi Design: AEO & AI Search

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 August 17, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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