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AI Visibility Scorecard

KOSH Collective

KOSH Collective

Unclaimed

koshcollective.com · Media & Entertainment

Somewhat visible. AI bots can read KOSH Collective, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Meta AI · Claude · Apple Intelligence

#660,558 of 1,936,475 in Media & Entertainment for AI visibility

5

AEO Visibility

i

Borderline · 5.1/10

50

Muse Index Score

i

AI agent readiness

Agent-ready · 50/100

0

AI Adoption

i

None detected · 0/100

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About KOSH Collective

from our crawl and measurement

KOSH Collective, based in Itterbeek, Vlaams-Brabant, describes itself simply: "Meer klanten via online marketing? Als freelance marketing expert help ik jouw bedrijf groeien met doordachte strategie en slimme campagnes." Its AI visibility score is 5.1 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).

Industry · Media & Entertainment
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

8

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

9

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 5.1/10, KOSH Collective has a working base to build on - fixable, and the signals above are where to start.

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Picked for KOSH Collective: 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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Free signup unlocks the full article plus your personalized AEO fix list for KOSH Collective.

Source & Attribution

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

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

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

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

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