One-time report / $79
50 High-Intent Software Gaps Found From Internet Complaints
Evidence-backed SaaS opportunities curated from thousands of real user complaints. Each gap includes commercial intent scoring, solution analysis, target persona, and trend data. One report. $79.
Instant download. 30-day money-back guarantee.
What's Inside
A structured opportunity report designed to be read in 30 minutes.
Executive Summary
A curated overview of the top 10 highest-signal SaaS opportunities, ranked by commercial intent, trend velocity, and market timing.
50 Scored Opportunities
Each opportunity includes: complaint summary, commercial intent score (0-100), target persona, existing solutions analysis, solution gap, and trend velocity.
Curator Commentary
Jerry Plymouth adds personal insight to each category: why these gaps exist, which ones are accelerating, and which verticals are under-served right now.
Preview the Data Quality
Here are real examples from our database. The full report contains 50 opportunities at this level of detail.
Showing 3 of 50 opportunities. The full report includes all 50 at this level of detail.
Curated by Jerry Plymouth
Every opportunity in this report has been classified by machine and reviewed by human eyes.
Jerry Plymouth
Founder & Curator, PainMiner
After five years of building SaaS products - two that succeeded and three that didn't - Jerry Plymouth became obsessed with a foundational question: How do you know what to build before you build it?
The answer wasn't in startup Twitter threads or VC blog posts. It was buried in subreddits, forum threads, customer support tickets, and 1-star app reviews. Real people were describing real pain - money they were losing, hours they were wasting, tools they were begging someone to improve - and nobody was listening systematically.
PainMiner is the tool Jerry wished existed when validating his first SaaS idea. It continuously monitors public internet frustration across high-commercial-intent niches, applies a two-pass LLM classification pipeline to filter noise and score opportunity quality, and delivers curated, evidence-backed software gaps - with validation playbooks that tell you exactly how to test demand before writing a single line of code.
How the Report Was Built
1. Continuous Collection
PainMiner's source adapters continuously monitor public posts, comments, and reviews from Reddit, Hacker News, and high-pain commercial forums. Every item is timestamped, source-tracked, and content-hashed for deduplication.
2. Two-Pass LLM Classification
A cheap, fast LLM (GPT-4o-mini or Haiku) pre-filters raw items - removing praise, jokes, and noise. Survivors are passed to a more capable model (GPT-4o) that scores commercial intent, emotional intensity, confidence, and willingness-to-pay on a 0-100 scale with a structured output schema.
3. Human Curation
Every high-scoring pain point is reviewed by Jerry Plymouth. He approves, rejects, adds notes, refines categories, and enriches each opportunity with target persona analysis, existing solution gaps, and validation playbooks. This human-in-the-loop step is what separates PainMiner from raw data scrapers.
4. Validation Playbooks
Each approved pain point (Pro tier+) includes a one-page validation playbook: the top 3 subreddits to post in, 5 cold DM scripts to reach people experiencing the pain, and a Tally form template for demand testing. Builders can validate an opportunity in an afternoon.
One-Time Purchase
$79 - 50 High-Intent Software Gaps
Instant PDF download. Read it in 30 minutes. Find your next SaaS idea today.
- Executive summary with top 10 highest-signal opportunities
- 50 scored pain points with full detail
- Commercial intent, confidence, and emotional intensity scoring
- Target persona and solution gap analysis per opportunity
- Trend velocity data - see which gaps are accelerating
- Curator commentary on under-served verticals
- 30-day money-back guarantee
Secure checkout via Lemon Squeezy. Instant download. 30-day money-back guarantee.
Want ongoing access? See subscription plans starting at $49/month
Frequently Asked Questions
Every pain point in the report is sourced from complaints dated within the last 90 days. We run our ingestion pipeline weekly, so the dataset is continuously refreshed. The report you buy today reflects the highest-signal SaaS gaps as of the most recent pipeline run.
The report is delivered as a beautifully formatted PDF. Each of the 50 pain points includes: the original complaint summary, commercial intent score, emotional intensity, target persona, existing solutions analysis, identified solution gap, and curator commentary. You can read it on any device, highlight passages, and search within the PDF.
Yes. We offer a 30-day money-back guarantee. If the report doesn't help you identify a viable SaaS opportunity, email us and we'll refund your purchase - no questions asked. Our goal is for you to find at least one opportunity worth building.
Reading Reddit gives you individual complaints. PainMiner gives you: (1) LLM-classified commercial intent scoring - so you know which complaints represent real willingness-to-pay, (2) human curator review that filters noise and enriches context, (3) solution gap analysis for each pain point, (4) trend velocity tracking so you know if a complaint is accelerating, and (5) a structured format you can scan in 30 minutes instead of days of forum diving. We do the work so you don't have to.
The report is a one-time purchase covering the current dataset. If you want ongoing access to fresh pain points every week, check out our subscription plans starting at $49/month. Report buyers get a founder discount on their first month if they subscribe within 30 days.
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50 evidence-backed opportunities. Curated by humans. One report.
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