Product management Roadmap User research

Claude for Product Managers: Persistent User Research, OKRs, and Roadmap Context

You use Claude to draft PRDs, synthesise interview notes, pressure-test roadmap decisions, and write release comms. The problem is every conversation starts blank. The twenty user interviews you did last month, the OKRs you iterated on, the decisions you logged and the reasons behind them — Claude knows none of it unless you paste it all in again.

That's the tax on using Claude in product without persistent memory.

Stash gives Claude a queryable record store that persists across sessions. Store your research, decisions, and context once. Claude retrieves what's relevant the moment you need it, without you rebuilding the brief every time.

What PMs store in Stash

What this looks like in practice

What are the three biggest themes from the user interviews we did in May?

Across 14 interviews, three themes dominate. First: onboarding friction — 9 of 14 mentioned the activation step as where they nearly gave up (specifically the CSV import). Second: trust in AI outputs for client-facing work — users want a review step before anything goes external. Third: pricing confusion between the team and solo plans — four users weren't sure which applied to them. Want me to draft problem statements for each?

Yes. And what was the Q2 OKR we set around onboarding?

Your Q2 OKR: "Reduce time-to-first-value from 4 days to under 2 hours." Last check-in (May 30) showed median at 3.2 hours — improving but not at target. Three weeks left in quarter.

No pasting. No rebuilding. Claude pulled all of this from Stash in one tool call.

Setting up in 30 seconds

Step 1 — Add the connector Claude Settings → Connectors → Add custom MCP server → paste https://app.stashlite.com/mcp → Save
Step 2 — Sign in with Google Claude will prompt you to authenticate. One click. Your private record store is provisioned automatically.
Step 3 — Start adding context "Stash this in 'user-research': interview with Sarah, B2B SaaS PM, main pain: re-briefing Claude every session, wants persistent context across weeks, currently uses Notion + pasting."

PM-specific use cases

1. User research synthesis

After each interview, have Claude extract key themes and stash them. After a round of ten interviews, ask Claude to surface patterns across all records. You get the synthesis without reading everything twice — and without losing the raw notes.

2. Decision log

Every time you cut something from the roadmap, stash the reason: what you decided, what you considered, what pushed you to this choice. Six months later when the stakeholder asks "why didn't we ship X?" — Claude can answer from your own log.

3. Quarterly OKR check-ins

Store your OKRs at the start of the quarter. Each week, stash a brief update — where you're tracking, what's changed, what the blocker is. Ask Claude to draft the quarterly review from your records without you compiling everything manually.

4. Competitor tracking

When you notice a competitor update — new pricing, new feature, change in positioning — stash it in 'competitor-intel'. Build up a searchable record over time. Ask Claude: "What positioning shifts have we logged for [competitor] this year?"

5. Stakeholder briefs

Store what each stakeholder cares about, what they've already objected to, and their constraints. Before a tough conversation, ask Claude to pull their context and help you frame your pitch around it.

Free tier and pricing

The free tier gives you 2,500 records and 50 queries per month. For a solo PM running one product, that covers a full quarter of user interviews, OKR check-ins, and decision logs without hitting the limit. Pro is £8/month for 100,000 records and 1,000 queries — enough for a full product team running multiple research streams.

Add Stash to Claude — free, no credit card Paste this in Claude → Settings → Connectors → Add custom MCP server:

https://app.stashlite.com/mcp

Sign in with Google, done. Your first records are one conversation away.

What Stash doesn't do

Stash is not a product management tool — it doesn't replace Linear, Notion, or Jira. It's the lightweight layer that makes Claude genuinely useful across your PM workflow: no more re-briefing, no more lost context, no more starting blank. Think of it as Claude's notebook that travels with you between sessions.