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AI Visibility Scorecard

Tuklas Analysis Lab — Research Consulting

Tuklas Analysis Lab — Research Consulting

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tuklasanalysis.com · Education

Borderline visible. AI bots can crawl Tuklas Analysis Lab — Research Consulting, 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 1 times

Apple Intelligence

#690,798 of 915,873 in Education for AI visibility

3.9

/10

AEO Score

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About Tuklas Analysis Lab — Research Consulting

from our crawl and measurement

Tuklas Analysis Lab Research Consulting describes itself simply: "_tuklas() Home Our Work Practices Get Started FAQs Home Our Work Practices Get Started FAQs Research consulting grounded in social sciences, statistics, and data science." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited once in our tracking, including Applebot (Siri).

Industry · Education
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

7

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 Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 3.9/10, Tuklas Analysis Lab — Research Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Tuklas Analysis Lab — Research Consulting

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Weekly ChatGPT & Claude citation tracking

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Picked for Tuklas Analysis Lab — Research Consulting: 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 August 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Tuklas Analysis Lab — Research Consulting." Retrieved from https://engagemii.com/aeo/brands/tuklasanalysis

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

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