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AI Visibility Scorecard

BenchWork

BenchWork

Unclaimed

benchworkapp.com · Fashion & Apparel

At 1.6/10, BenchWork is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 2 times

Claude · Meta AI

#225,177 of 232,208 in Fashion & Apparel for AI visibility

1.6

/10

AEO Score

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About BenchWork

from our crawl and measurement

BenchWork describes itself simply: "BenchWork is the production operating system for jewelry manufacturers. Track jobs, manage costs, and generate invoices, built by jewelers on 47th Street, NYC. Start free today." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a partly stated business identity. What holds it back is a heading structure that lays out what it offers, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Fashion & Apparel
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

2

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

0

Little domain authority yet.

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 1.6/10, BenchWork is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for BenchWork: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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