Validate Features & Designs

Know exactly what users will say before building. Validate features, designs, and decisions with high accuracy.

Mind Reasoner

Stop Building. Start Validating.

The shift: Create user minds. Ask them any question. Know how they’ll respond before you build anything.

Result: Ship features users actually want. Avoid costly mistakes. Accelerate product-market fit.

What You Can Predict

Feature Validation

Know before building:

Will they actually use this?
Does it solve their real problem?
What concerns will they raise?
Which use cases matter most?

Test features with user minds.

Design Decisions

Validate design choices:

Which design will they prefer?
What will confuse them?
Where will they get stuck?
What will delight vs. frustrate?

Test designs before implementing.

User Needs

Uncover hidden needs:

What do they actually need (vs. request)?
What pain points aren’t they mentioning?
Which problems are most urgent?
What would make them switch?

Ask the right questions.

Adoption Barriers

Identify blockers early:

What will prevent them from adopting?
Which concerns will they raise?
What proof do they need?
What makes them hesitate?

Address barriers before launch.

How to Predict

1. Create User Minds

Upload transcripts from user research: user interviews, customer support calls, feedback sessions, onboarding calls

Training: 5-15 minutes per user or segment

2. Ask Any Question

Validate features:

$ > "SCENARIO: A product team is proposing to you (as Enterprise Customer)
> that they build a bulk export feature. They're asking for your feedback
> before prioritizing it in their roadmap.
> 
> QUESTION: Would you actually use this feature? How important is it to you?
> What would make you adopt it vs. ignore it?"

Test designs:

$ > "SCENARIO: The design team is presenting you with 3 navigation options
> for the new dashboard redesign. They want to understand which you prefer
> before implementing.
> 
> QUESTION: Which design would you choose? What concerns would each option
> raise for you? What would make you frustrated vs. delighted?"

Uncover needs:

$ > "SCENARIO: Your product team is planning next quarter's roadmap. They're
> asking you directly what's preventing you from getting more value from
> the product.
> 
> QUESTION: What's your biggest frustration that you haven't mentioned yet?
> What would make you consider switching to a competitor?"

3. Build with Confidence

Get predictions. Validate decisions. Ship the right features.

You’ll know: What users will say, what they need (not just want), what will drive adoption

Real Examples

Validate Feature

Test Design

Uncover Needs

Identify Adoption Barriers

Before Building

You ask user mind:

$ > "SCENARIO: A product team is proposing to you (as Enterprise Customer)
> that they build a bulk export feature for CSV/Excel. They're asking for
> your feedback before prioritizing it in their Q2 roadmap. This would be
> a paid Enterprise-tier feature.
> 
> QUESTION: Would you actually use this feature? How important is it to you?
> What would make you adopt it vs. ignore it?"

User mind predicts:

YES. This is my #1 requested feature.
Why it's critical for me:
- I manually export 20+ reports every week
- It takes 3-4 hours of my time weekly
- Current export is slow and limited to 100 rows
- I need to export filtered views, not just all data
This would save me 15+ hours per month. I'd use it daily.
Requirements for me:
- CSV and Excel formats (Excel preferred)
- Export filtered views, not just raw data
- Ability to schedule automated exports
- No row limits (I need to export 10K+ rows)
Without bulk export, I'm constantly frustrated with your product.
This feature would make me a champion user.

Validate with More Users

You ask another user mind:

$ > "SCENARIO: A product team is proposing to you (as SMB Customer) that they
> build a bulk export feature for CSV/Excel. They're asking for your feedback
> before prioritizing it in their Q2 roadmap. This would be a paid
> Enterprise-tier feature.
> 
> QUESTION: Would you actually use this feature? How important is it to you?
> What would make you adopt it vs. ignore it?"

Second user mind reveals:

I wouldn't use it.
Why:
- I only export 1-2 reports per month
- Current manual export is fine for my use case
- I prefer to work within the product, not in Excel
This doesn't solve any pain point for me. I wouldn't pay extra for it.
What I actually need instead:
- Better filtering within the product
- Saved views I can quickly access
- Shareable dashboards with my team

Decision Made

Result:

High-volume users (enterprise) desperately need bulk export
Low-volume users (SMB) don’t care about bulk export
Build bulk export for Enterprise tier
Focus on in-app improvements for SMB tier

Outcome: Right feature for the right segment. No wasted engineering time.

Common Scenarios

Feature Prioritization: Predict which features users will actually use, what’s must-have vs. nice-to-have, which features drive upgrades. Build the right features in the right order, maximize engineering ROI.

Design Validation: Predict which design users prefer, what will confuse them, where they’ll get stuck. Avoid expensive redesigns and improve UX before launch.

Pricing Research: Predict willingness to pay, which tier they’d choose, what features drive upgrades. Optimize pricing and packaging for maximum revenue.

User Segmentation: Predict how different segments respond, what Enterprise needs vs. SMB, which features matter to each. Serve each segment better with targeted product development.

Competitive Analysis: Predict what would make users switch to competitors, which competitive features they care about, where you’re truly differentiated. Defend against churn with the right feature investments.

Onboarding Optimization: Predict where new users will get stuck, what will confuse them, which features they should discover first. Increase activation rates with validated onboarding.

Implementation

MCP (No Code)

Direct API

Use Mind Reasoner through Claude Code

No coding. Just natural conversation in Claude.

You:

$ > Create user minds for our enterprise segment using these interviews:
$ > /Documents/research/enterprise-user-1.vtt
$ > /Documents/research/enterprise-user-2.vtt
$ > /Documents/research/enterprise-user-3.vtt

Mind Reasoner:

✓ Training 3 enterprise user minds... (~10 min each)

You:

$ > Ask each user mind:
$ > "SCENARIO: The product team is proposing to you that they build a bulk
> > export feature for Q2 roadmap. They're asking for your feedback before
> > prioritizing it.
> >
> > QUESTION: Would you actually use this feature? How important is it to you?
> > What would make you adopt it vs. ignore it?"

Mind Reasoner:

User 1 (Sarah - Enterprise Admin):
YES. Critical. Exports 20+ reports weekly, wastes 3-4 hours.
Would upgrade to Enterprise tier for this feature.
User 2 (Mike - Enterprise Analyst):
YES. Very important. Needs automated scheduled exports.
Current manual process is painful.
User 3 (Lisa - Enterprise Manager):
NO. Rarely exports. Prefers in-app analytics.
This doesn't solve any problem for her.
Summary: 2 out of 3 enterprise users need this badly.
Build for Enterprise tier. High-value feature.

You:

$ > Ask Sarah and Mike:
$ > "SCENARIO: We're about to build bulk export based on your feedback.
> > Before we start development, we want to understand your specific
> > requirements to ensure we build something you'll actually use.
> >
> > QUESTION: What are your must-have requirements for this feature?
> > What would make you not use it even if we build it? What would make
> > you adopt it enthusiastically vs. be disappointed?"

Mind Reasoner:

Sarah's requirements:
- CSV and Excel formats
- Export filtered views (not just all data)
- No row limits (needs 10K+ rows)
- Fast export generation (<5 seconds)
Adoption blockers:
- If limited to 1000 rows: won't use it
- If can't export filtered views: too limiting
Mike's requirements:
- Scheduled automated exports
- Email delivery or cloud storage integration
- Multiple export templates
- API access for programmatic exports
Adoption blockers:
- If no scheduling: doesn't solve his problem
- If manual only: defeats the purpose
Both need: unlimited rows, filtered exports
Mike needs: automation/scheduling
Sarah needs: speed + format flexibility

MCP Tools Reference →

Next Steps

Align Stakeholders & Launch

Navigate stakeholder approvals and optimize product decisions

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Set up in 5 minutes

API Quick Start

Build into your product workflow

Questions? Email support@reasoner.com

$	> "SCENARIO: A product team is proposing to you (as Enterprise Customer)
>	that they build a bulk export feature. They're asking for your feedback
>	before prioritizing it in their roadmap.
>
>	QUESTION: Would you actually use this feature? How important is it to you?
>	What would make you adopt it vs. ignore it?"

$	> "SCENARIO: The design team is presenting you with 3 navigation options
>	for the new dashboard redesign. They want to understand which you prefer
>	before implementing.
>
>	QUESTION: Which design would you choose? What concerns would each option
>	raise for you? What would make you frustrated vs. delighted?"

$	> "SCENARIO: Your product team is planning next quarter's roadmap. They're
>	asking you directly what's preventing you from getting more value from
>	the product.
>
>	QUESTION: What's your biggest frustration that you haven't mentioned yet?
>	What would make you consider switching to a competitor?"

$	> "SCENARIO: A product team is proposing to you (as Enterprise Customer)
>	that they build a bulk export feature for CSV/Excel. They're asking for
>	your feedback before prioritizing it in their Q2 roadmap. This would be
>	a paid Enterprise-tier feature.
>
>	QUESTION: Would you actually use this feature? How important is it to you?
>	What would make you adopt it vs. ignore it?"

$	> "SCENARIO: A product team is proposing to you (as SMB Customer) that they
>	build a bulk export feature for CSV/Excel. They're asking for your feedback
>	before prioritizing it in their Q2 roadmap. This would be a paid
>	Enterprise-tier feature.
>
>	QUESTION: Would you actually use this feature? How important is it to you?
>	What would make you adopt it vs. ignore it?"

$	> Create user minds for our enterprise segment using these interviews:
$	> /Documents/research/enterprise-user-1.vtt
$	> /Documents/research/enterprise-user-2.vtt
$	> /Documents/research/enterprise-user-3.vtt

$	> Ask each user mind:
$	> "SCENARIO: The product team is proposing to you that they build a bulk
>	> export feature for Q2 roadmap. They're asking for your feedback before
>	> prioritizing it.
>	>
>	> QUESTION: Would you actually use this feature? How important is it to you?
>	> What would make you adopt it vs. ignore it?"

$	> Ask Sarah and Mike:
$	> "SCENARIO: We're about to build bulk export based on your feedback.
>	> Before we start development, we want to understand your specific
>	> requirements to ensure we build something you'll actually use.
>	>
>	> QUESTION: What are your must-have requirements for this feature?
>	> What would make you not use it even if we build it? What would make
>	> you adopt it enthusiastically vs. be disappointed?"