Scope Interview: an agent that runs client discovery for freelance developers

The basic loop of sending a client a link, letting an AI interview them and getting a brief back is already taken. ReqBrief and Structed.ai do it, BriefBuilder, Web Brief AI and ScopePilot are close behind, and estimators like devtimate and Projectmaven turn briefs into SOWs. The free CLI version is mostly covered by open-source Codex and Claude skills such as Deep Interview, the Copilot PRD skill and the client-discovery skills. A new entrant will not win on the interview itself. The opening is in what comes out of it and where it goes next. The products I found all produce briefs meant for people: a summary, a scope, hours and a proposal. None of them clearly produces a spec a coding agent can run, with acceptance tests, edge cases, data and integration contracts, and a tracked list of open questions that feeds straight into Claude Code, Codex or Cursor. None of them pushes hard on how the project could fail or on constraints the client never mentioned. A product that owns the step from client conversation to an agent-ready repo spec could stand out. It could re-run when the client changes their mind, show what changed in the spec, and flag the change as scope creep against the original agreement. The risks are real. The spec-for-agents angle is easy to copy for existing players. Coding tools like Copilot and Codex may add client-facing discovery themselves. Solo freelancers are price-sensitive and can copy a free skill. The monthly plan is easier to justify for two-to-five-person agencies that win client work every month than for occasional Upwork freelancers. I could not find any FDE-Gym benchmark to base the Constraint Checklist on, only an unrelated FDE-Bench paper, so the claimed basis for that idea needs to be checked.

• ReqBrief

  Very close to the core idea. You send the client a private link with no account needed. An AI interviews them about goals, audience, constraints, success criteria, timeline and budget, follows up when answers are vague, and produces an editable brief (PDF or Markdown) with a task breakdown and hour estimates. Its output is a brief for humans, not a spec with acceptance tests written for a coding agent.

• Structed.ai

  Clients talk to an AI agent for about 15 minutes and the tool generates a structured brief. Interviews can run in several languages. Same link-based interview flow, with a general-purpose brief as the output.

• Eliciteer

  Pitches chatbot interviews for eliciting software project requirements. This is the same idea pointed at software scoping, though the evidence is only a DEV Community post.

• BriefBuilder

  AI-powered project brief tool aimed at developers. Another early entrant in the AI client-brief space.

• Web Brief AI

  Walks a web agency's client through every part of a new website project and produces a brief. It works more like a guided questionnaire than an adaptive interview.

• ScopePilot

  For web design agencies and freelancers. Turns a client intake form into a structured project brief and proposal. Early stage with almost no traction on Product Hunt.

• Projectmaven

  Takes a pasted client brief and outputs a scope, cost estimate, PRD and SOW. It works from a brief rather than interviewing the client, so it is an adjacent competitor.

• devtimate

  For software agencies. Generates a scope with modules, tasks, roles and hour ranges from an uploaded brief, and exports to Jira, Asana and Linear. Neighbours here include Apropo and Pangea.ai.

• Deep Interview skill (oh-my-codex)

  Open-source Codex CLI skill that runs a Socratic interview to turn vague requests into scoped requirements before any code is written. The developer is interviewed, not the client.

• Awesome Copilot PRD skill

  Open-source skill that runs a discovery interview, then scopes the work and drafts a PRD in a standard format for coding agents. It is free and the developer drives it.

• Claude skills: client-discovery and requirements-discovery

  Free community Claude skills that generate discovery-call question plans, red flags and scoping breakdowns. These largely cover the free Constraint Checklist CLI idea.

• Taskade client intake templates

  General intake form with an AI agent that turns client answers into a one-page kickoff brief covering scope and next steps. A horizontal tool that freelancers can set up themselves.

Checked 2026-10-17