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AEO BenchmarksDeveloper Tools

Technology

Own your AI visibility

See exactly how developer tools appear across ChatGPT, Claude, Gemini, and Perplexity.

Audit your site free

Industry benchmarks — Developer Tools

3 sites audited
92Avg SEO
33% have schema issues
% fail Core Web Vitals

Last updated: 10 November 2026

Sample audits

github.com92
  • ·Title too long (70 chars)
  • ·Meta description too long (186 chars)
gitlab.com87
  • ·2 image(s) missing alt attribute
  • ·1 form input(s) may be missing labels
circleci.com97
  • ·Multiple H1 tags found (2)
  • ·44 image(s) missing alt text

The challenge

Why Developer Tools struggle with AI visibility

Invisible to AI models

You don't know if ChatGPT or Claude can find or recommend your developer tool.

AI indexing remains unclear

No visibility into how AI systems crawl, index, or surface your documentation and features.

Technical SEO gaps unknown

Missing critical optimizations that prevent AI models from understanding your tool's value.

Lost discoverability opportunity

Competitors gain traction while your tool stays hidden from millions of AI users daily.

How it helps

How Surfaceable helps Developer Tools

Audit AI visibility gaps

Scan your entire codebase, docs, and website to identify why AI models miss your tool.

Fix technical SEO issues

Get actionable recommendations to optimize metadata, schemas, and content for AI understanding.

Monitor AI discoverability

Track how your developer tool appears across ChatGPT, Claude, Gemini, and Perplexity over time.

Related industries

SaaS CompaniesCloud PlatformsB2B Software

Brand benchmarks

5 companies benchmarked in this industry

See all brands
CircleCI97
circleci.com
GitHub92
github.com
GitLab87
gitlab.com
Thoughtworkspending
thoughtworks.com
Endavapending
endava.com

FAQ

Common questions

How does Surfaceable audit AI visibility?

We scan your website, documentation, and technical infrastructure to analyze how ChatGPT, Claude, Gemini, and Perplexity discover and understand your developer tool. Our AI visibility audit identifies gaps in indexing, schema optimization, and content clarity.

Which AI models does Surfaceable cover?

We provide visibility insights for ChatGPT, Claude, Gemini, and Perplexity. These platforms represent the primary AI discovery channels for developer tools and technical audiences.

What SEO issues does Surfaceable detect?

We identify missing schema markup, poor documentation structure, technical crawl barriers, missing metadata, and content gaps that prevent AI models from properly understanding your tool's capabilities and use cases.

How quickly will I see results?

You'll receive your initial AI visibility audit within 24 hours. Implementing recommendations typically shows improved AI discoverability within 2-4 weeks as models re-crawl and re-index your updated content.

Is Surfaceable suitable for all developer tools?

Yes. Whether you build APIs, SDKs, frameworks, or developer platforms, AI visibility is critical. Surfaceable works for any developer tool seeking better discoverability across AI-powered search and assistant platforms.

See where your developer tools business stands.

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

Get started free