Category

Product & UX AI prompts

Product and UX AI prompts are structured instructions that help Claude or GPT with the artifacts product teams live in. On Prompt Dock they cover real work: PRDs and specs, user stories and acceptance criteria, UX microcopy, usability review notes, feature prioritization, and turning research into insights. Every prompt is human-reviewed before it goes live, so the framing matches how product docs are actually written and critiqued. Free and premium prompts are both available, and you can reveal any prompt and run it live in the Playground with your feature context so the spec or story reflects your product before it reaches your team.

7 prompts

Product & UXFree

Design a Bias-Minimized User Survey from a Research Goal

State your research goal, who you are surveying, and the decision it will inform. Get 6-10 questions with types, answer options, a bias note per question, a recommended order, an estimated completion time, and one question to cut. Built for PMs who are not researchers.

Gemini 3 Pro Preview0 views
Product & UXFree

Cluster Raw User Feedback into Ranked Themes with Verbatim Quotes

Paste a batch of support tickets, NPS comments, app reviews, or interview quotes and get 4-7 ranked themes with frequency, sentiment, exact verbatim quotes, and one specific recommended action each. For PMs drowning in qualitative data.

GPT 5.20 views
Product & UXFree

Write a User Story and Acceptance Criteria from a Plain Feature Description

Describe a feature in one or two sentences and get a properly formed user story plus testable acceptance criteria covering the happy path, edge cases, error states, accessibility, an explicit out-of-scope list, and a definition of done. Fewer vague tickets, fewer surprise bugs.

Grok 4.1 Fast Reasoning0 views
Product & UXFree

Rewrite a Technical Changelog into Release Notes Customers Actually Read

Paste a raw changelog, git commit list, or internal tech notes and get polished, benefit-led, on-tone release notes: What's New, Improvements, Bug Fixes, and a loud Breaking Changes section with a migration path. Tone is configurable per audience.

Gemini 2.5 Pro0 views
Product & UXFree

Generate a Hero Screenshot Mockup for a Product Launch Page

Produce a clean, modern hero image of your app on a device for a launch or landing page: a stylized product UI on a floating screen, soft studio lighting, on-brand palette, generous negative space for a headline. Swap product, device, palette, and aspect ratio per launch.

GPT Image 1.50 views
Product & UXPremium

Score and Rank a Feature Backlog with RICE

List your backlog items with short descriptions and get each scored on Reach, Impact, Confidence, and Effort, a clean RICE table, a ranked list with the key driver per item, and a flags section calling out low-confidence bets and likely-underestimated effort. The premium prioritization workhorse.

Claude Sonnet 4.60 views
Product & UXFree

Turn a Rough Idea or Slack Thread into a Team-Ready PRD

Paste a raw feature request, exec one-liner, or messy Slack thread and get a tight PRD: problem statement, goals, non-goals, user stories, a primary success metric with guardrails, and numbered open questions. Built for PMs who need alignment before scoping.

Claude Opus 4.80 views

Frequently asked

Where can I find good product management prompts for AI?

Prompt Dock's Product & UX category collects them, and every prompt is human-reviewed before it publishes. Reveal the full text, pick free or premium, and run it in the Playground with your feature details so you can see the PRD, user story, or copy on real context before sharing it with your team.

What product and UX tasks do these prompts cover?

They cover PRDs and specs, user stories with acceptance criteria, UX microcopy, usability notes, feature prioritization, and research synthesis. Each prompt is scoped to a specific product artifact and human-reviewed, so you get a structured starting point instead of an empty doc and a blank prompt box.

Which AI model is best for product docs?

Claude handles long, structured PRDs and reasoning-heavy prioritization well, while GPT is quick for user stories and microcopy. Product & UX prompts note a recommended model, and the Playground lets you run the same prompt on your feature to see which produces the clearer, more complete document.

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