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Brand health report

scale.com

See how search engines and AI platforms understand this brand, and what is getting in the way.

our robot read every page so you don't have to

Scanned August 29, 2026 by Navlio

Current verdictNeeds careYour brand is hard for machines to find right now.

Site health

23/100
Needs care
24 pages checked, 44 findings · based on 1 of 3 checks

Why this score

Site checks32
half of the score
Being found0
a fifth of the score
The fastest points are in being found. Start there and the score follows.

Can AI read you?

How easily AI tools can read and understand this site.
6/6 can read you
ChatGPTreads you
ChatGPT browsingreads you
ChatGPT searchreads you
Claudereads you
Perplexityreads you
Geminireads you
AI site map (llms.txt)missing
Machine readable identityOrganization
Doors open. Every AI platform we tested can read this site. Adding the missing pieces above helps them understand it, not just read it.

What the AI platforms say about you

What happens when each model is asked about this brand.
4/4 know this brand
GPT

Scale is a company that provides data-labeling, annotation services and APIs/platform tools to prepare and manage training data and infrastructure for machine learning and AI applications.

neutralgot it right
Claude

Scale is a data labeling and AI infrastructure platform that provides annotated training data and labeling services for machine learning and AI model development.

neutralgot it right
Grok

Scale is an AI data platform that provides data labeling and annotation services for training machine learning models.

positivegot it right
Gemini

Scale AI is a data annotation platform that provides high-quality data labeling services for machine learning and artificial intelligence applications, particularly in computer vision and natural language processing.

positivegot it right

Who AI recommends instead

The brands AI platforms suggest in this one's place.
from 4 AI answers
BrandAI mentionsBest rank
Fiddler3#1
Arize AI3#1
Weights & Biases3#1
Evidently AI3#4
WhyLabs2#3
WhyLabs AI1#2
Arize1#3
Fiddler AI1#3
Scale never appears in these answers.

Searches you could own

Queries near this brand that nothing points to yet.
reliable ai systems for critical decisions15baccelerating agentic warfare capabilitiesautoai 2024autonomous driving data solutionsai international base camp 2025ai base camp 2025earn customer love

Everything we noticed

What stands out from this scan, worst first.
30 findings
2 of your pages claim the same official address
The pages /, /ai-readiness-report all point at https://scale.com, which tells Google to ignore all of them but one.
Medium priority/
2 of your pages share the same title
The pages /, /ai-readiness-report all use "reliable ai systems for critical decisions | scale ai". Google struggles to tell them apart and usually shows only one of them.
Medium priority/
5 images on your home page have no description
Screen readers announce nothing for these images and Google cannot read them either, so the meaning they carry is lost to both.
Medium priority/
Your site skips 2 of the 3 security protections browsers look for
These response headers force encrypted connections and block injected scripts. Browsers, Google, and AI systems all read them as basic trust signals.
Medium priority/
5 images on your ai-readiness-report page have no description
Screen readers announce nothing for these images and Google cannot read them either, so the meaning they carry is lost to both.
Medium priority/ai-readiness-report
2 images on your autoai-2024 page have no description
Screen readers announce nothing for these images and Google cannot read them either, so the meaning they carry is lost to both.
Medium priority/autoai-2024
AI agents have no map of your site
An llms.txt file is a short guide AI tools read to find your most important pages. Adoption is young, but the tools that do read it get a clean tour instead of guessing.
Low prioritysite wide
2 of your pages share the same search description
The pages /, /ai-readiness-report describe themselves identically, so search results for them look interchangeable.
Low priority/