Deep-dive audit

Find out why AI models pick your competitors

A written audit of how 6 AI models recommend and use your developer tool, compared with your closest competitors, on prompts built around your actual use cases. With prioritized fixes, and a re-measurement 30 days later to show what moved.

Order the audit · $750 Try the free check first

What you get

You vs. 5 competitors

How often each model recommends, mentions and installs your tool and your five closest competitors, by model and by developer context.

Prompts built for you

Up to 20 extra prompts for your use cases (frameworks, app types, buyer personas), added to our standard set and run on all 6 models.

Why models pick others

Excerpts of real AI answers, grouped by reason: outdated information, naming confusion, missing docs or examples, or a competitor's stronger defaults.

Prioritized fixes

Concrete changes to docs, llms.txt, MCP, examples and templates, ordered by expected impact.

Re-measurement after 30 days

We run the same prompts again after you ship changes and show what moved.

No calls needed

Everything happens by email. Questions are welcome at any point.

Price and delivery

  • Price: $750 per tool, one-time. Founding offer: $390 for the first 5 companies, in exchange for honest feedback on the report.
  • Delivery: a written report (web page and PDF) within 5 business days of receiving your list of competitors and use cases. The re-measurement follows 30 days after delivery.
  • Payment: order by email and we'll send a card payment link (Stripe) or an invoice.

Refunds

  • Full refund if you cancel before we start the measurement.
  • If the delivered report doesn't cover what's described on this page, tell us within 14 days and we'll fix it, or refund you in full if we can't.
  • Because results depend on how AI models behave, we can't guarantee any particular outcome or improvement.

FAQ

Which models do you test? The same 6 models as our public reports, listed on the methodology page. Ask if you need a specific model or coding agent added.

Is it independent? Yes. DefaultRank isn't affiliated with any tool vendor or model provider, and paying for an audit doesn't change public results.

Who sees my results? Only you. Audit reports are private.

Questions? Email hello@defaultrank.com. See also our terms, privacy policy and 特定商取引法に基づく表記.