Glossary

DX Assessment

A DX Assessment is Emmanuel Paraskakis's enterprise engagement that audits a company's API developer experience across four stages — Discover, Learn, Succeed, Retain — and delivers a report with prioritized, actionable recommendations. It's aimed at companies with 10+ public or partner APIs where developer friction is costing adoption, support load, or partner revenue.

Why it matters

Most companies find out their developer experience is broken from support tickets and abandoned integrations, not from a structured audit. A DX Assessment inverts that — it goes looking for the friction before it shows up as churn or unusable partner integrations, using the same four-stage lens (Discover → Learn → Succeed → Retain) that Emmanuel teaches for evaluating any API’s developer experience.

The assessment produces a full report with prioritized recommendations, not just a diagnosis. That distinction matters for enterprise buyers: a list of problems without a sequenced fix plan is much less actionable than a report that says what to fix first and why.

How to apply it

The 4-stage lens, applied to your own API before you’d ever need a formal assessment:

  1. Discover — can a developer find your API and understand what it does in the first few minutes?
  2. Learn — do your docs, examples, and quickstart get a developer to a working call quickly?
  3. Succeed — does a developer reach their actual integration goal, not just a “hello world” call?
  4. Retain — does the developer keep using your API, or do they hit a wall and churn?

Use the API Developer Experience Canvas (Miro template) to self-score your own product against this funnel before commissioning a formal assessment.

FAQ

Who is a DX Assessment for?

Companies with a meaningful public or partner API surface (10+ APIs is Emmanuel's rough threshold) where developer adoption friction is a known but unquantified problem.

What do I get from a DX Assessment?

A full report benchmarking your developer experience across the Discover → Learn → Succeed → Retain funnel, with prioritized, actionable recommendations, not just a list of issues.

How much does a DX Assessment cost?

Engagement pricing is confirmed in conversation.

Is this the same as a DX Assessment tool or self-serve product?

No, this is a consulting engagement led by Emmanuel personally, distinct from the self-assessment tools planned for the website (which feed into, and are a lighter-weight version of, this same 4-stage framework).

What's the difference between a DX Assessment and an API Design Review?

A DX Assessment looks at the developer's end-to-end experience of adopting and succeeding with your API. An API Design Review is a narrower, earlier-stage gate focused on catching design and implementation issues before they ship.