AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
4.4/ 10

#604,969 OF 1,388,459 IN FOOD & BEVERAGE

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Jenni Lata

Jenni Lata

Unclaimed

tktestkitchen.com · Food & Beverage

Borderline visible. AI bots can crawl Jenni Lata, 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

Claude

#604,969 of 1,388,459 in Food & Beverage for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

15

Muse Index Score

i

AI agent readiness

Basic · 15/100

0

AI Adoption

i

None detected · 0/100

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About Jenni Lata

from our crawl and measurement

"TK Test Kitchen provides professional food styling, recipe development, and restaurant consulting services - based out of Charleston, SC." That is how Jenni Lata introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Food & Beverage
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

9

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

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

AI Discoverability

6

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

1

Established authority for your domain.

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 4.4/10, Jenni Lata is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Why Work With TK?

✔ Collaborated with James Beard award-winning chefs – Bringing top-tier culinary expertise to every project. ✔ Trained at Le Cordon Bleu + MBA in Hospitality – A unique blend of culinary artistry and business strategy. ✔ Full-service approach – Seamlessly integrating food styling, recipe development, props, and consulting to bring your vision to life.

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Picked for Jenni Lata: 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 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Jenni Lata." Retrieved from https://engagemii.com/aeo/brands/tktestkitchen

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

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