AI visibility score
5.4/ 10Fair

#4,051 of 1,392,261 in Food & Beverage

As of 2026-07-31 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

ZENB US

ZENB US

Unclaimed

zenb.com · Food & Beverage

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

AI engines read this profile 13 times

Meta AI · Claude · Apple Intelligence · Perplexity

#4,051 of 1,392,261 in Food & Beverage for AI visibility

70

AI Naming Predictability

i

AI names companies like this often · 70/100

Top 1% of Food & Beverage

5

AEO Visibility

i

Borderline · 5.4/10

20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

0

AI Adoption

i

None detected · 0/100

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About ZENB US

from our crawl and measurement

ZENB US is a business whose own site puts it this way: "ZENB is a plant-based, gluten free food brand offering a range of pastas made from 100% yellow peas, vegan craft ramen, crispy crackers, and quick-cook pasta bowls and sides." Its AI visibility score is 5.4 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 a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure, a few credibility markers and partial sitemap and link coverage. What holds it back is structured data describing the business.

Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2018.

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

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Strong

Recognized in AI knowledge graphs.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 5.4/10, ZENB US has a working base to build on - fixable, and the signals above are where to start.

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Picked for ZENB US: 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/zenb

Cite this score: Engagemii (2026). "AEO Score for ZENB US." Retrieved from https://engagemii.com/aeo/brands/zenb

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

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