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Product spec (PRD) template

A lightweight PRD in plain Markdown – problem, goals, non-goals, phased plan, open questions, and measurement. Publish it to a URL in one click, no account.

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PRD: saved search filters

Owner: Jonas T. · Status: In review · Target: v2.14 (mid-August 2026)

One-liner: Let users save a set of search filters under a name and re-apply it in one click, so the 40% of weekly-active users who rebuild the same filter combination every session stop doing it by hand.

Problem

Search supports seven filter dimensions. Session replays show power users re-selecting the same three or four filters at the start of nearly every session – a median of 14 clicks before the first result gets opened. Support has logged 23 requests for "remember my filters" in the last quarter.

Goals

  • A signed-in user can save the current filter set under a name.
  • Saved filters apply in one click from the search sidebar.
  • First-week adoption: 15% of weekly-active searchers save at least one filter set.

Non-goals

  • Sharing saved filters with teammates (follow-up if adoption lands).
  • Saved filters on the mobile web view.
  • Auto-suggesting filter sets from behavior.

Proposed solution

A "Save filters" action in the search sidebar when at least one filter is active. Saving prompts for a name (pre-filled from the filter summary, e.g. "Open · assigned to me · this week"). Saved sets list at the top of the sidebar, apply on click, and support rename and delete from an overflow menu. Cap: 20 saved sets per user.

Phases

PhaseScopeExit criterion
1Save, apply, deleteFeature-flagged to the team, dogfooded one week
2Rename + orderingFlag opens to 10% of users
3Full rolloutAdoption metric ≥ 15% or a written decision to iterate

Open questions

  • Does applying a saved set replace current filters or merge with them? (Leaning replace – merge makes the result unpredictable.)
  • Do saved sets sync across devices at phase 1, or is per-device enough?

Measurement

  • filter_set_saved, filter_set_applied events with set size.
  • Weekly cohort: % of searchers with ≥1 saved set; clicks-to-first-result before vs after.
Source – product-spec.md
Open raw file
# PRD: saved search filters

**Owner:** Jonas T. · **Status:** In review · **Target:** v2.14 (mid-August 2026)

> **One-liner:** Let users save a set of search filters under a name and
> re-apply it in one click, so the 40% of weekly-active users who rebuild
> the same filter combination every session stop doing it by hand.

## Problem

Search supports seven filter dimensions. Session replays show power users
re-selecting the same three or four filters at the start of nearly every
session – a median of 14 clicks before the first result gets opened.
Support has logged 23 requests for "remember my filters" in the last
quarter.

## Goals

- A signed-in user can save the current filter set under a name.
- Saved filters apply in one click from the search sidebar.
- First-week adoption: 15% of weekly-active searchers save at least one
  filter set.

## Non-goals

- Sharing saved filters with teammates (follow-up if adoption lands).
- Saved filters on the mobile web view.
- Auto-suggesting filter sets from behavior.

## Proposed solution

A "Save filters" action in the search sidebar when at least one filter is
active. Saving prompts for a name (pre-filled from the filter summary,
e.g. "Open · assigned to me · this week"). Saved sets list at the top of
the sidebar, apply on click, and support rename and delete from an
overflow menu. Cap: 20 saved sets per user.

## Phases

| Phase | Scope | Exit criterion |
|---|---|---|
| 1 | Save, apply, delete | Feature-flagged to the team, dogfooded one week |
| 2 | Rename + ordering | Flag opens to 10% of users |
| 3 | Full rollout | Adoption metric ≥ 15% or a written decision to iterate |

## Open questions

- Does applying a saved set replace current filters or merge with them?
  (Leaning replace – merge makes the result unpredictable.)
- Do saved sets sync across devices at phase 1, or is per-device enough?

## Measurement

- `filter_set_saved`, `filter_set_applied` events with set size.
- Weekly cohort: % of searchers with ≥1 saved set; clicks-to-first-result
  before vs after.

What this template is for

A spec that fits on one page and still forces the three decisions that matter: what problem, what's out of scope, and how you'll know it worked. Non-goals and exit criteria are the sections most PRDs skip – they're the ones that prevent scope creep and zombie rollouts.

Plain Markdown with structured headings, so agents can navigate it, extend it, and check implementation against it.

How teams use it

  • Drafted by an agent from the discussion. Point your agent at the thread, the support tickets, and the session data; it drafts the problem and measurement sections with real numbers, you make the calls in goals and non-goals.
  • Reviewed with inline comments. Publish the draft, collect comments from engineering and design at the same URL, publish the revision as a new version – the link in your tracker stays current.
  • The reference during the build. Structured headings mean an implementing agent can quote the exact requirement it's building against.

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