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AEO BenchmarksData & Analytics

Technology

Control your AI visibility

Monitor and optimize how AI systems discover your analytics data

Audit your site free

Industry benchmarks — Data & Analytics

3 sites audited
93Avg SEO
67% have schema issues
% fail Core Web Vitals

Last updated: 21 April 2026

Sample audits

snowflake.com93
  • ·Title too short (23 chars)
  • ·Meta description length is good
databricks.com93
  • ·Title length is good
  • ·Meta description too long (195 chars)
tableau.com93
  • ·Title length is good
  • ·Meta description length is good

The challenge

Why Data & Analytics struggle with AI visibility

Invisible to AI systems

Your analytics content doesn't appear in ChatGPT, Claude, or Gemini searches

Unknown indexing status

No visibility into which AI bots crawl your site or what they actually see

Technical SEO blind spots

Missing critical fixes preventing AI models from properly understanding your data

Lost discovery opportunities

Analytics teams bypass you for competitors visible in generative AI platforms

How it helps

How Surfaceable helps Data & Analytics

Audit AI discoverability

Understand exactly how ChatGPT, Claude, Gemini, and Perplexity index and surface your analytics content today

Fix technical SEO issues

Identify and resolve schema, crawlability, and indexation problems blocking AI visibility for your data products

Monitor competitive positioning

Track how your analytics platform ranks against competitors in AI-powered search and generative AI results

Related industries

SaaS CompaniesB2B SoftwareCloud Platforms

Brand benchmarks

3 companies benchmarked in this industry

See all brands
Tableau93
tableau.com
Databricks93
databricks.com
Snowflake93
snowflake.com

FAQ

Common questions

How does Surfaceable help data analytics companies?

Surfaceable audits how AI systems like ChatGPT and Claude discover and rank your analytics content. We identify technical SEO issues blocking visibility and provide actionable fixes to improve your presence in generative AI platforms.

Which AI platforms does Surfaceable monitor?

We track visibility across ChatGPT, Claude, Gemini, and Perplexity. Our platform shows exactly how each AI system crawls, indexes, and surfaces your analytics data to end users.

What technical issues does the audit uncover?

Our audit identifies schema problems, crawlability blocks, indexation issues, metadata gaps, and other SEO factors preventing AI models from properly understanding and ranking your analytics content.

How often should we audit our AI visibility?

We recommend monthly audits to track changes as you update content and fix issues. Continuous monitoring ensures your analytics platform stays visible across all major AI platforms.

Can Surfaceable help with competitive analysis?

Yes. Track how competitors in data analytics rank in AI search results, identify their visibility strategies, and discover gaps where you can outrank them in generative AI platforms.

See where your data & analytics business stands.

Free to start. No credit card required. Audit your site in under 2 minutes.

Get started free