Productboard Spark, AI built for PMs. Now available & free to try in public beta.
Try SparkProductboard 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.
Strategy
Frame a strategic bet so clearly that decision-makers can evaluate it, resource it, and hold you accountable.
Launch
Design a launch monitoring dashboard that tells you within hours whether the launch is healthy or needs intervention.
Competition
Builds a structured view of the competitive landscape across multiple dimensions to reveal positioning opportunities.
Planning
Audit your planning process for the most common anti-patterns that cause plans to fail before execution even begins.
Discovery
Design a sustainable continuous discovery rhythm that gives your team weekly user contact without consuming all their time.
Analytics
Interpret A/B test results correctly — including edge cases, multiple metrics, segment effects, and the ship/don't ship decision.
Analytics
Analyze retention cohorts to identify when users churn, why retention varies across cohorts, and what drives long-term retention.
Market Analysis
Builds a rigorous, bottom-up market sizing analysis with multiple validation approaches.
Productivity
A structured beginning of the week process tailored for PMs.
Productivity
Redesigns a PM's async communication to reduce back-and-forth and improve clarity.
Documentation
Create a team-specific Definition of Done checklist that sets a consistent quality bar for every feature that ships.
Documentation
Write tight, testable acceptance criteria that leave no ambiguity for engineering or QA.
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.