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AI Readiness Report
0out of 100

labelbox.com

At Risk13 fixable issuesTop 88% in AI/MLAvg: 68/100

AI search engines are likely ignoring significant parts of your site. We found 13 fixable issues blocking your visibility.

Revenue IndexNeeds Work
15%0.64 / 4.27
AI VisibilityNeeds Work
28%1.18× / 4.27×
Answer ReadinessNeeds Work
25%0.25 / 1.0
Score Breakdown
AI Bot Access
20/20
Content Structure
0/20
Structured Data
0/15
Meta & Technical
9/15
AI Readability
10/10
Image Alt Text
5/5
Sitemap
5/5
Content Freshness
5/10
What If You Improved?
$
Fix heading hierarchy
Add more schema types
Strengthen content & links
13

fixable issues blocking your AI visibility

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What AI Sees

How AI Reads Your Page

Your visitors see a polished interactive page. AI crawlers skip all of that — they see only raw extracted text.

Human Visitor Sees
  • Navigation & hero imagery
  • Animations & interactions
  • CTAs & styled elements
  • JavaScript-rendered content
AI Crawler Sees
  • Raw HTML text only
  • No scripts, styles, or nav
  • No header or footer
  • ~404 extractable words
extracted-content.txt404 words

The data factory for AI teams From reinforcement learning data to custom evaluations, we partner with over 80% of leading AI labs in the US and the innovators defining the next frontier of AI.

Take a tour Start for free Trusted by companies of all sizes — from startups to Fortune 500s The data behind breakthroughs Four capabilities that power the world's most ambitious AI teams.

Data for reinforcement learning The fuel for post-training at scale. 01 Knowledge work rubrics Expert-crafted scoring criteria for coding, science, finance, and more 02 Tuned environments Complexity calibrated for optimal reward gradients and maximal learning 03 High-value domains Multimodal, long-horizon tasks, scientific coding, and industry workflows From reward signals to preference pairs, we deliver the data your models need to learn.

Explore RL data Evals Measure what matters. 01 Private AGI benchmarks Custom assessments for frontier capabilities before public release 02 Arena evals Head-to-head model comparisons with human preference judgments 03 Rubric-based multimodal Structured scoring across text, vision, and reasoning tasks Know exactly where your model stands—before your users do.

Build custom evals Robotics Data for embodied intelligence. 01 Full-stack data Video, trajectories, and rich multimodal annotations in one package 02 Purpose-built hardware Custom collection infrastructure for the fastest time to market 03 AI-powered diversity Data engine that ensures and steers broad task and environment coverage Robots that learn from real-world complexity start with real-world data.

Explore robotics data Alignerr expert network Elite human intelligence, on demand. 01 1.5M+ knowledge workers Professionals across 40+ countries and 200+ domains 02 World's largest economies Deep talent pools in the US, UK, Germany, Japan, India, and more 03 Advanced credentials 50K+ PhDs, 200K+ Master's degrees, 85K+ licensed professionals When your model needs to learn from the best, we bring the best.

Access Alignerr Latest work from Labelbox Research Labelbox's world-class applied research team pioneers frontier AI data generation and evaluation methods.

Through scientific precision and co-innovation, we help customers achieve real-time AGI breakthroughs.

EchoChain An audio benchmark for reasoning under pressure in full-duplex dialogue Implicit intelligence Evaluating agents on what users don’t say Intent laundering The AI safety illusion: why current safety datasets fool us on model safety Fueling cutting-edge research Labelbox is behind the scenes of advanced AI research, driving innovation showcased at leading conferences such as CVPR, NeurIPS, and more.

View all research Annotated Datasets for Trajectories’ Prediction: A Research Agenda Claudia Greco, Giovanni Di Gennaro, Marialucia Cuciniello, Terry Amorese, Maria Santina Ler, Gennaro Cordasco, Amedeo Buonanno, Francesco A.

Palmieri & Anna Esposito Read more A Benchmark for Long-Form Medical Question Answering Pedram Hosseini, Bing Ren, Ali Farahanchi, Jessica M.

Sin, Bryceton G.

Thomas, Saeed Hassanpour, Elnaz Nouri Read more TRINS: Towards Multimodal Language Models that Can Read Ruiyi Zhang, Yanzhe Zhang, Jian Chen, Yufan Zhou, Jiuxiang Gu, Changyou Chen, Tong Sun Read more

Scripts, styles, navigation, header & footer stripped before extraction.

Content Quality

Content Structure

0/20

AI engines prefer clear heading hierarchies and substantial content.

H1 Tags
0
Target: >= 1
Fix: Add a single, descriptive H1 tag as the main page heading.
H2 Tags
1
Target: >= 3
Fix: Add H2 subheadings to organize content into clear, scannable sections.
Word Count
404
Target: >= 800
Fix: Add more substantive text content — aim for 800+ words.
Hierarchy
Incorrect
Target: H1 before H2
Fix: Ensure your H1 tag appears before any H2 tags in the HTML.

AI Readability

10/10

How easily AI can parse and extract clean answers from your content.

Content Ratio
47%
Target: >40%
Page Size
103 KB
Target: <1MB
Words (no JS)
404
Extractable words

Filler Phrases & Links

AI engines are trained to ignore generic marketing language.

2 phrases found that AI engines commonly disregard.

Cutting-edgeWorld-class
Internal Links
14
Pages linked within your site
External Links
3
Outbound citations
Filler Phrases
2
Detected in body text
Crawlability

AI Bot Access

20/20

Blocked bots can't index or cite your content.

GPTBot· ChatGPT
Allowed
ClaudeBot· Claude
Allowed
PerplexityBot· Perplexity
Allowed
Google-Extended· Gemini
Allowed
CCBot· Common Crawl
Allowed

Schema & Structured Data

0/15

JSON-LD schema markup helps AI engines understand who you are.

OrganizationMissing
Fix: Add Organization JSON-LD markup in your page's <head> section.
WebSiteMissing
Fix: Add WebSite JSON-LD markup in your page's <head> section.
ArticleMissing
Fix: Add Article JSON-LD markup in your page's <head> section.
FAQPageMissing
Fix: Add FAQPage JSON-LD markup in your page's <head> section.
BreadcrumbListMissing
Fix: Add BreadcrumbList JSON-LD markup in your page's <head> section.
Sitemap
Found
sitemap.xml found
5/5 pts
Image Alt Text
100%
34 of 34 images have alt text
5/5 pts
Technical SEO

Meta & Technical

9/15

Core technical signals that affect how AI engines index and trust your site.

Title
40 chars (30-70)Pass
Meta Description
162 chars (50-160)Fail
Fix: Add a meta description of 50-160 characters summarizing the page.
Open Graph Tags
PresentPass
Canonical URL
MissingFail
Fix: Add a <link rel='canonical'> tag pointing to the preferred URL.
HTTPS
SecurePass

Content Freshness

5/10

AI engines prefer recently updated content.

Schema dateModified
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Copyright year
Not foundStale
Fix: Update your page content and set a recent last-modified HTTP header.
Last-Modified header
Thu, 12 Mar 2026 13:45:24 GMTFresh
AI Intelligence

AI Content Analysis

Questions AI engines can answer from your content, and content opportunities.

Questions Answered
What types of data does Labelbox provide for AI teams?
How does Labelbox support reinforcement learning?
What capabilities does Labelbox offer for AI evaluations?
How can Labelbox assist in robotics data collection?
What is the Alignerr expert network?
Content Opportunities
What are the benefits of using custom evaluations for AI models?
How does Labelbox ensure data quality for reinforcement learning?
What industries can benefit from Labelbox's data solutions?
How can I get started with Labelbox's services?
What makes Labelbox's research team unique in the AI field?
5 answered / 5 opportunities
Simulated AI Citation

What an AI engine would extract and cite from this page.

Labelbox partners with over 80% of leading AI labs in the US to provide data solutions for AI teams.
Top Prompts for Your Brand

Questions real users are typing into AI assistants about your type of product or service.

1
What data solutions are available for AI development?
2
How can I improve my AI model's performance?
3
What is reinforcement learning and how is data used?
4
What types of evaluations can I use for AI models?
5
How do I collect data for robotics applications?
AI Revenue Potential
AI Visibility
28%Needs Work
How likely AI engines are to find, understand, and cite your content.
Heading Structure
36%
Clean H1→H2→H3 nesting helps AI parse your page
Structured Data
0%
Schema markup tells AI what your content IS
Content Authority
50%
Depth, external links, and content quality signals
Answer Readiness
25%Needs Work
Can AI engines easily extract and quote answers from your page?
FAQ schema markup
3+ subheadings (H2)
Open Graph tags
Meta description
Competitive Landscape

Who AI Recommends Instead

When someone asks ChatGPT for your category, these brands appear.

#1 Competitor ACited
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