Site health
23/100
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.
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.
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.
| Brand | AI mentions | Best rank |
|---|---|---|
| Fiddler | 3 | #1 |
| Arize AI | 3 | #1 |
| Weights & Biases | 3 | #1 |
| Evidently AI | 3 | #4 |
| WhyLabs | 2 | #3 |
| WhyLabs AI | 1 | #2 |
| Arize | 1 | #3 |
| Fiddler AI | 1 | #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.
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.
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.
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.
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.
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.
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.
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.
2 of your pages share the same search description
The pages /, /ai-readiness-report describe themselves identically, so search results for them look interchangeable.
The headings on your home page skip a level
Headings jump straight from one size to a much smaller one, which breaks the outline for screen readers and for search engines reading the page structure.
your about page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
The title on your about page is too long to fit in search results
Google cuts titles off near 60 characters. This one runs to 62, so the end disappears behind an ellipsis.
The headings on your ai-readiness-report page skip a level
Headings jump straight from one size to a much smaller one, which breaks the outline for screen readers and for search engines reading the page structure.
your autoai-2024 page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
The headings on your autoai-2024 page skip a level
Headings jump straight from one size to a much smaller one, which breaks the outline for screen readers and for search engines reading the page structure.
The headings on your automotive page skip a level
Headings jump straight from one size to a much smaller one, which breaks the outline for screen readers and for search engines reading the page structure.
2 of your pages share the same search description
The pages /basecamp-ips/access, /basecamp/access describe themselves identically, so search results for them look interchangeable.
your blog page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
The headings on your blog page skip a level
Headings jump straight from one size to a much smaller one, which breaks the outline for screen readers and for search engines reading the page structure.
The search description on your blog/category/company page is very short
At 34 characters you are leaving most of the space Google gives you unused.
your blog/category/company page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
The search description on your blog/category/data page is very short
At 31 characters you are leaving most of the space Google gives you unused.
your blog/category/data page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
The search description on your blog/category/defense page is very short
At 34 characters you are leaving most of the space Google gives you unused.
your blog/category/defense page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
The search description on your blog/category/enterprise page is very short
At 37 characters you are leaving most of the space Google gives you unused.
your blog/category/enterprise page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
The search description on your blog/category/experts page is very short
At 34 characters you are leaving most of the space Google gives you unused.
your blog/category/experts page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
The search description on your blog/category/global page is very short
At 33 characters you are leaving most of the space Google gives you unused.
your blog/category/global page has 2 competing main headings
When several headings claim to be the main one, Google has to guess which describes the page. Keep one and demote the rest.
