AI visibility score
4.0/ 10Fair

#207,863 of 739,346 in E-commerce

As of 2026-10-05 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Automata Labs

Automata Labs

Unclaimed

automatalabs.ca · E-commerce

Borderline visible. AI bots can crawl Automata Labs, 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

#207,863 of 739,346 in E-commerce for AI visibility

7

AI Naming Predictability

i

Rarely named · 7/100

E-commerce average 18

Top 89% of E-commerce

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4

AEO Visibility

i

Borderline · 4/10

E-commerce average 4.0

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-

Network Authority

i

Not connected yet

E-commerce average 0.0

0 relationships · E-commerce average 9

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55

Muse Index Score

i

AI agent readiness

Agent-ready · 55/100

E-commerce average 27

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0

AI Adoption

i

None detected · 0/100

E-commerce average 0

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About Automata Labs

from our crawl and measurement

"Automata Labs builds local-first desktop utilities for macOS and Windows with one-time pricing and focused workflows." That is how Automata Labs introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

Our crawl found structured data on the page (Organization, WebSite, BreadcrumbList), an llms.txt file for AI models and a sitemap.

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

Company ·
Automata Labs
Website ·
automatalabs.ca
Industry ·
E-commerce
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Oct 5, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

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

Strong

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 read your site and name it in answers. At 4/10, Automata Labs is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

How do I get started in four steps?

There is no trial to install, no account to create, and no bundle to evaluate. The whole path is: identify the problem, read the spec, buy the one app, verify the claim.

What do these terms actually mean?

Six phrases appear throughout this site and across the product pages. Here is what each one commits us to, in plain terms. Perpetual fallback license You buy a version and keep the right to run that version indefinitely. If you stop paying for anything later, nothing is revoked — there is no subscription to lapse and no license server to check in with.

What does this look like in practice?

Three short case studies, each built from a customer review published further down this page. Outcomes describe what the reviewer reported — no modelled time savings. Reporting work that lives across four windows Senior accountant, manufacturing company (United States) Situation Building a month-end report meant holding source figures in one window and the working spreadsheet in another.

The verdict: should you buy one of these?

Buy one of these apps if a specific, recurring Windows annoyance is costing you minutes every day and you would rather pay once than rent a fix.

Is this your brand?

✓

The exact fixes for Automata Labs

✓

Which AI engines already crawl you

✓

Free AI bot monitoring: see every AI crawler that visits you

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Picked for Automata Labs: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Source & Attribution

Scored by Engagemii on October 5, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/automatalabs-ca

Cite this score: Engagemii (2026). "AEO Score for Automata Labs." Retrieved from https://engagemii.com/aeo/brands/automatalabs-ca

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

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