AI visibility score
3.1/ 10Weak

▼ 1.9 since Jul 2026

#1,211,380 of 1,393,667 in Food & Beverage

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Rich Merwarth - Product Designer

Rich Merwarth - Product Designer

Unclaimed

merwarth.com · Food & Beverage

Borderline visible. AI bots can crawl Rich Merwarth - Product Designer, 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

#1,211,380 of 1,393,667 in Food & Beverage for AI visibility

3

AEO Visibility

i

Near-invisible · 3.1/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

0

AI Adoption

i

None detected · 0/100

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About Rich Merwarth - Product Designer

from our crawl and measurement

"Senior designer with deep expertise in design systems and product design. 25 years of experience, a fine art practice, and a belief that good systems make room for better work." That is how Rich Merwarth introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.

On the page it is passable on basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Off the page, almost no other sites link to it, the domain does not yet read as established, 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. Those are earned elsewhere on the web, not fixed on the site itself.

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

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Fair

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

Fair

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

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 3.1/10, Rich Merwarth - Product Designer is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Rich Merwarth - Product Designer: 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/merwarth

Cite this score: Engagemii (2026). "AEO Score for Rich Merwarth - Product Designer." Retrieved from https://engagemii.com/aeo/brands/merwarth

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

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