Roadmap prioritisation

Stop shipping features that land to silence.

NicheEngine scans Reddit communities and surfaces ranked, validated pain points - with evidence you can put in front of your CEO. Before you write a single line of spec.

Run your first research free See how PMs use it

1,000

posts per subreddit

Free

first research run

∞

opportunity reports

Research Run · r/SaaS + r/Entrepreneur

Startup tool pain points, 847 posts analysed

Complete

847

Posts

Clusters

Pain points

High priority

Pain point

Validation

Consistency

Posts

Priority

Onboarding drop-off

Activation · Retention

score

91%

112

High

Pricing confusion at scale

Monetisation

score

78%

High

No team collaboration features

Product gaps

score

58%

Med

Click a row to see evidence

The PM's dilemma

Gut feel is not a defence when a feature flops.

You're stuck between a CEO with opinions, engineers who need scope, and customers who only talk to you when something breaks. Without evidence, every roadmap decision is a bet you personally own.

Before NicheEngine"Build feature X" - based on one big customer, two Slack messages, and a competitor's changelog. Three months later: 4% adoption.

✓

With NicheEngine"The data shows 847 posts across r/SaaS and r/Entrepreneur mention onboarding friction - validation score 34, 91% consistency. Here's a 12-post evidence thread." Roadmap justified.

How it works

From community conversations to roadmap evidence

Three steps to go from gut feeling to cited, quantified customer evidence.

Step 1

Define your research scope

Enter the subreddits where your customers actually talk, or describe your audience and NicheEngine suggests where to look.

Step 2

Get ranked pain points

Up to 1,000 posts per subreddit are scanned. Pain points surface with validation scores, consistency percentages, and priority badges.

Step 3

Generate your evidence brief

Turn any pain point into an opportunity report: root cause, real user quotes, and product ideas - all linked back to original posts.

Opportunity reports

The ammunition for your next roadmap conversation.

Every pain point generates a structured brief: quantified evidence, real user language, and prioritised product ideas. Hand it to engineering with confidence.

Validation & consistency scoresHow many people raised this, and how consistently - not just how loudly.

Verbatim user quotesWhat customers said in their own words - copy-paste into a PRD or stakeholder slide.

Every claim links to sourceNot AI hallucination - every finding links to the original Reddit post. Verifiable evidence.

Prioritised product opportunitiesHigh, medium, and low-priority ideas based on the depth and consistency of user demand.

Opportunity Report

Onboarding complexity in B2B SaaS tools

Validation

91%

Consistency

112

Posts

Real User Voices

"I gave it 20 minutes and still had no idea how to import our data. Cancelled."

"Their onboarding assumes you already know the product. Zero guidance for new teams."

SEO keywords extracted

onboarding frictionself-serve onboardingactivation drop-offteam setup flow

Product opportunities

HighInteractive setup wizard with role-based flow for teams vs. solo users

MedIn-app progress tracker showing % to first key action

What product managers use it for

Four research jobs NicheEngine replaces

Each one used to take days of interviews and manual thread reading. Now they take a research run.

Feature validation

Confirm demand before the sprint starts

Run a research study across the communities where your customers talk before writing a single spec. See if the problem is real, how many people have it, and what workarounds they already use.

Roadmap decisions backed by quantified demand

Stakeholder alignment

Replace "I think" with "the data shows"

When leadership pushes a pet feature, use NicheEngine evidence to redirect the conversation. Validation scores and evidence links are harder to argue with than gut feel.

Evidence-led roadmap conversations

Competitive discovery

Find what competitors haven't built yet

Scan communities discussing your category for recurring frustrations with existing tools. Surface the gaps that no competitor has addressed - your clearest differentiation opportunities.

Differentiated feature positioning

Quarterly planning

Go into planning with ranked, scored evidence

Run a broad community scan before your planning cycle. Get a ranked list of pain points by validation score - so the highest-impact problems float to the top of the roadmap automatically.

Prioritised roadmap before the planning room fills up

Pricing