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AEO BenchmarksData & Analytics

Technology

Control your AI visibility today

Monitor how ChatGPT, Claude, and Gemini discover your data analytics content.

Audit your site free

Industry benchmarks — Data & Analytics

3 sites audited
94Avg SEO
33% have schema issues
% fail Core Web Vitals

Last updated: 10 November 2026

Sample audits

snowflake.com97
  • ·Title too short (23 chars)
  • ·11 image(s) missing alt text
databricks.com93
  • ·Meta description too long (187 chars)
  • ·21 image(s) missing alt text
tableau.com93
  • ·1 form input(s) may be missing labels
  • ·10 image(s) missing alt text

The challenge

Why Data & Analytics struggle with AI visibility

Invisible to AI models

Your analytics expertise isn't discoverable in ChatGPT, Claude, or Gemini search results.

Unknown crawl issues

Technical SEO problems prevent AI models from properly indexing your data content.

Missed thought leadership

Competitors rank in AI searches while your analytics insights remain unindexed and unseen.

No visibility tracking

You can't measure how AI models perceive or surface your data analytics platform.

How it helps

How Surfaceable helps Data & Analytics

Audit AI indexing status

Discover exactly how ChatGPT, Claude, Gemini, and Perplexity crawl and index your analytics content today.

Fix technical SEO blockers

Identify and resolve crawlability issues preventing AI models from accessing your data insights.

Improve AI discoverability

Optimize your analytics platform to rank higher in AI-powered search results and conversations.

Related industries

SaaS CompaniesB2B SoftwareCloud Platforms

Brand benchmarks

3 companies benchmarked in this industry

See all brands
Snowflake97
snowflake.com
Tableau93
tableau.com
Databricks93
databricks.com

FAQ

Common questions

How does Surfaceable help data analytics companies?

Surfaceable audits how AI models like ChatGPT, Claude, Gemini, and Perplexity index your analytics content. We identify technical SEO issues blocking AI visibility and provide actionable fixes to improve your discoverability in AI-powered searches and conversations.

Which AI models does Surfaceable monitor?

We track visibility across ChatGPT, Claude, Gemini, and Perplexity. Our platform shows you exactly how each model crawls, indexes, and surfaces your data analytics platform in search results.

What technical issues does Surfaceable detect?

We identify crawlability blockers, indexing problems, structured data issues, and content accessibility problems that prevent AI models from properly understanding your analytics content. Our audit provides specific recommendations to resolve each issue.

How quickly will I see AI visibility improvements?

After fixing identified issues, most analytics companies see improved AI indexing within 2-4 weeks. The timeline depends on issue severity and how quickly you implement our recommendations.

Can Surfaceable help with competitive analysis?

Yes. Monitor how competitors' analytics platforms appear in AI models, benchmark your visibility against them, and identify content gaps that competitors are ranking for in AI search results.

See where your data & analytics business stands.

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

Get started free