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Turn User Complaints into Product Ideas

AI Chatbots

Users wait over 48 hours for support responses even on paid plans

342

Mentions this month

+167%

Growth whis month

Product Opportunity Score

8.8/10

Business viability metrics

Build Complexity

6/10

Revenue Potential

$10M - $20M

Market Opportunity

High Potential

Why this makes a good product?

  • Strong signal
    Over 1,000 users mention slow response times in reviews.
  • Universal pain
    Affects both SMBs and enterprise users across industries.
  • High urgency
    +156% growth in complaints shows demand for faster solutions.
View Full Opportunity Report

+167%

Growth whis month

Rising

Pricing tiers confuse users with hidden fees and unclear upgrade options.

Slow replies make users feel ignored and push them toward faster competitors.

Revenue Potential

$10M - $20M

Revenue Potential

High Potential

View Full Opportunity Report

+167%

Growth whis month

Rising

Pricing tiers confuse users with hidden fees and unclear upgrade options.

Slow replies make users feel ignored and push them toward faster competitors.

Revenue Potential

$10M - $20M

Revenue Potential

High Potential

View Full Opportunity Report

+167%

Growth whis month

Rising

Pricing tiers confuse users with hidden fees and unclear upgrade options.

Slow replies make users feel ignored and push them toward faster competitors.

Revenue Potential

$10M - $20M

Revenue Potential

High Potential

View Full Opportunity Report

+167%

Growth whis month

Rising

Pricing tiers confuse users with hidden fees and unclear upgrade options.

Slow replies make users feel ignored and push them toward faster competitors.

Revenue Potential

$10M - $20M

Revenue Potential

High Potential

View Full Opportunity Report

+167%

Growth whis month

Rising

Pricing tiers confuse users with hidden fees and unclear upgrade options.

Slow replies make users feel ignored and push them toward faster competitors.

Revenue Potential

$10M - $20M

Revenue Potential

High Potential

View Full Opportunity Report

+167%

Growth whis month

Rising

Pricing tiers confuse users with hidden fees and unclear upgrade options.

Slow replies make users feel ignored and push them toward faster competitors.

Revenue Potential

$10M - $20M

Revenue Potential

High Potential

View Full Opportunity Report

+167%

Growth whis month

Rising

Pricing tiers confuse users with hidden fees and unclear upgrade options.

Slow replies make users feel ignored and push them toward faster competitors.

Revenue Potential

$10M - $20M

Revenue Potential

High Potential

View Full Opportunity Report

+167%

Growth whis month

Rising

Pricing tiers confuse users with hidden fees and unclear upgrade options.

Slow replies make users feel ignored and push them toward faster competitors.

Revenue Potential

$10M - $20M

Revenue Potential

High Potential

View Full Opportunity Report
See More Trends

From Overwhelmed to Informed

Learn how real complaints reveal demand, gaps, and market opportunities.

Your workflow before Pain Point Signals
  • No idea what to build

  • Hours reading reviews

  • 1000 tools, unclear gaps

Your workflow After Pain Point Signals
  • Clear pain points

  • Insights surfaced automatically

  • Validated opportunities

Check Ripple

Why Pain Point Signals Exists

Learn how real complaints reveal demand, gaps, and market opportunities.

Stop guessing, Start listening

Get insights from real user complaints so you always work with facts, not assumptions.

Find what frustrates users

See which problems matter most and understand where people are actually getting stuck.

Pain points reveal patterns

Spot repeated issues across tools and industries to uncover real market demand.

Made for problem-solvers

Whether you’re validating ideas or finding market gaps, Pain Point Signals helps you start with real user problems.

Rupert Davies

“It feels like cheating. I see rising problems before the market notices.”

Indie Hackers

Rupert Davies

Gareth Bale

“This saved me weeks of research. The signals are insanely clear”

AI Builders

Gareth Bale

Isabella Allen

“I never knew how many users shared the same pain until I saw the data here.”

Marketers searching for niches

Isabella Allen

Rhys Williams

“Every insight feels actionable. Not vague topics, real problems I can build for.”

Developers looking for ideas

Rhys Williams

Bronte James

“The opportunity score helped me avoid bad ideas and focus on one that matters.”

Product teams

Bronte James

Explore the Pain Database

Real problems. Real data. Hundreds of verified pain points, organized by industry.

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

AI Chatbots

+66% Growth

Filters don't return accurate results during peak hours

+1000 reviews in this months

Browse All Insights

Start finding pain points today

Choose the plan that fits your needs. All plans include access to our pain point database.

Starter

$0

/forever

Perfect for early founders, indie hackers, students.

Features

Core features for early validation.

  • 10 pain point insights/month

  • Basic trend analysis

  • Weekly email alerts

  • Save collections

  • Real-time alerts

  • API access

Professional

Popular

$49

/month

For builders, product teams, researchers, marketers.

Features

Everything in Starter, plus:

  • Unlimited access to all insights

  • Full metrics view

  • Advanced trend signals dashboard

  • Unlimited save collections

  • Access to top opportunity rankings

  • Export reports (PDF/CSV)

  • Priority customer support

Enterprise

Custom

Best for: institutions, VC firms, accelerators, agencies, and product organizations.

Features

Everything in Professional, plus:

  • Unlimited team members and seats

  • Custom dashboards for your workflow

  • Direct API access to raw data

  • Tailored monthly research reports

  • Early access to new features

  • Dedicated account manager support

All plans include a 7-day free trial. No credit card required.

Need help choosing?

Contact our team

Build better products by starting with real user problems

Access to verified user pain points

Spot rising opportunities early

Evaluate ideas with clear metrics

Get Started for Free
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