Productboard Spark, AI built for PMs. Now available & free to try in public beta.
Try SparkSpark's Skills Library is a collection of ready-to-use, AI-powered skills built for every stage of the from early discovery, product strategy, roadmapping through launch and post-launch iteration. Each skill activates when you need it, so the right help is always one conversation away.
Analytics
Audit your product analytics implementation for gaps, bad data, and missing tracking — so you can trust what you measure.
UX
Design a UX metrics framework that measures experience quality — not just business outcomes — so you can improve both.
Communicate
Craft a compelling narrative for a product town hall that energizes the team, provides context, and builds collective ownership.
Strategy
Rapid defensibility check that identifies your strongest moat and your #1 vulnerability in under 5 minutes.
Analytics
Quick pulse check on whether your key metric is healthy, trending, or needs attention — in under 5 minutes.
Documentation
Review a technical specification from a PM perspective — finding gaps, scope risks, and missing requirements before engineering starts.
Strategy
Evaluate whether to pivot, how far, and in what direction — with a framework that separates signal from panic.
GTM
Produce a one-sentence positioning statement that captures who you're for, what you do, and why you win.
UX
Design a comprehensive error state library for your product that handles failures gracefully and helps users recover.
Discovery
Turn raw research insights into structured product opportunities that can be prioritized, resourced, and actioned.
Ideation
Uses JTBD theory to surface unmet needs and generate product opportunities from customer language.
Technical Collaboration
Navigate a difficult conversation about engineering capacity — whether you're asking for more, explaining constraints, or making trade-off decisions.
Skills activate in context.
Spark reads the context of your current work — the initiative you're in, the document you're editing, the question you're asking — and surfaces the most relevant skills automatically. No digging through menus. No starting from scratch.
Skills follow best practices.
Every skill in the library is built on proven PM frameworks and methodologies. When you use a Spark skill, you're not just getting AI assistance — you're getting structured, opinionated guidance designed to produce real PM-quality output.
Skills learn from your context.
Spark draws on your company strategy, OKRs, personas, and existing documentation to make every skill output specific to your product — not generic boilerplate.
Pre-built skills. Always on.
All skills in the Spark Skills Library come pre-built and ready to use. No setup, no configuration. Just ask, and Spark delivers.