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AI Visibility Scorecard

Numan KOCA | Sales Representative

Numan KOCA | Sales Representative

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numankoca.com · Real Estate

Borderline visible. AI bots can crawl Numan KOCA | Sales Representative, 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 3 times

Meta AI · Claude

#312,101 of 640,694 in Real Estate for AI visibility

4

/10

AEO Score

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About Numan KOCA | Sales Representative

from our crawl and measurement

Numan KOCA operates out of Newmarket, ON in the Real Estate space. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.

Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.

Industry · Real Estate
Last scored · Jul 16, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

6

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

5

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 4/10, Numan KOCA | Sales Representative is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Numan KOCA | Sales Representative

Which AI engines already crawl you

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Picked for Numan KOCA | Sales Representative: 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 16, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Numan KOCA | Sales Representative." Retrieved from https://engagemii.com/aeo/brands/numankoca

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

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