Reserved for TLF Research

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TLF Research

TLF Research

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AEO Score: 5/10

Monitoring for AI engine activity

In the Engagemii AEO index

tlfresearch.com

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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. Two-thirds of websites are invisible to them. TLF Research just got measured.

5/10 means TLF Research is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About TLF Research

Doing best what matters most to customers. We are specialists in customer research, insight and measurement, we help our clients understand and improve the customer experience. We’ve been designing bespoke research programmes for over 20 years, and have a proven track record of improving clients’ customer experience, satisfaction and loyalty.

Key Topics

Doing Best What Matters Most To Customers
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Details

Industry: Media & Entertainment

tlfresearch.com

AI Visibility Breakdown

3

Structured Data

6

Content Structure

5

Entity Clarity

5

E-E-A-T Signals

6

Technical AEO

4

AI Discoverability

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Your full 6-category score breakdown

Exact fixes: robots.txt, schema, llms.txt

AI bot crawls from ChatGPT, Claude, Perplexity, Gemini

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Picked for TLF Research: 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 June 28, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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