UnfairGaps
3 free scans for every new account
$178B
wasted on startups nobody needs / year

Stop funding ideas
Fund evidence

Paste any startup idea. In 3 minutes, get documented market pains with financial evidence — or proof the market doesn't exist.

42%
startups fail from no market need
CB Insights
4-12w
typical validation time per idea
MVP Factory
$50K
average due diligence cost
Papermark 2025
The Problem

Your studio reviews 200 ideas
1 reaches an exit

And you don't know which ones to kill until you've spent months and money finding out.

200
Ideas received
40
MVPs built
8
Reach Series A
1
Exit

75% of studio-backed startups fail. The #1 reason: no market need.

Source: InNiches Big Venture Studio Research 2024, CB Insights (111+ post-mortems)

75%
4-12 wk
Validation time per idea
$50K
Avg due diligence cost
20+ hrs
Analyst time per deal
80-90%
Pipeline goes unexamined
How It Works

3 AI agents, 3 minutes
Evidence, not opinions

Paste any startup idea. The pipeline finds who's losing money and how much — with sources.

"CRM for dental clinics that tracks patient churn"
SCAN
01~30s

Brief Agent

Parses your input — startup description, URL, or industry name — into a structured product brief. Identifies the problem domain, target segments, business model.

Claude Sonnet 4.5 via Perplexity
02~60s

JTBD Agent

Maps 5-7 customer segments with Jobs-to-be-Done analysis. Calculates opportunity scores. Generates search themes for evidence mining.

Claude Sonnet 4.5 via Perplexity
03~120s

Scanner Agent

Mines the web for documented financial losses. Court filings, SEC data, regulator reports, industry studies. Builds evidence chains with sources and calculations.

Perplexity Sonar Reasoning Pro
Output

Evidence-based Lean Canvas: segments, pains with sources, financial impact, GO / KILL recommendation

Not AI Opinions

Two kinds of evidence
Both have sources

Every finding links to a source or shows its reasoning chain. No black-box "insights".

Hard Evidencedocumented fact
fact: "ADA reports 10-15% patient no-show rate across US dental practices"
source: American Dental Association
url: ada.org/resources/research/...
year: 2023
Soft Evidencereasoning chain
fact_1: "120K independent dental practices in US" → BLS
fact_2: "10-15% no-show rate, avg $125/visit" → ADA
logic: 120K × 5,000 visits/yr × 12.5% × $125
$9.4B/year market loss from no-shows alone

The system honestly labels each type. Soft evidence is not invention — it's a logical chain connecting documented facts. You can verify every step.

Real Output

What you get in 3 minutes

Scan result for "CRM for dental clinics"

Product
DentalCRM
Segments
7
Pains
9
B2B / B2C / B2G
5 / 2 / 2
Addressable Loss
$18.9-37.2B
/year
B2B-001Patient No-Show Revenue Drain
severity9/10
Who losesIndependent dental practices (1-5 dentists)
Mechanism10-15% of scheduled patients don't show. Empty chair = $100-150 lost per appointment.
EvidenceSOFT EVIDENCEADA Practice Profile Survey + BLS data
Financial Impact
Per practice
$65-97K
/year
Total market
$7.8-11.7B
/year (120K practices)
OpportunityAutomated reminder + waitlist fill system. 30-40% no-show reduction = $20-40K saved per practice/year.
Top SegmentOpportunity Score: 16/20

Practice Owner at Independent Dental Clinic

"When I notice patients aren't returning, I want to automatically identify and re-engage high-risk patients, so I can stabilize practice revenue."

WTP: $50-100/moDecision: Own decisionMarket: ~120K practices

Every scan ends in two words

KILL

No documented evidence of financial losses found. Courts, SEC, regulators, industry reports — none confirm that someone is losing money on this problem.

→ Don't spend $50-100K building an MVP. Move on.

BUILD

Documented pains found. Financial losses confirmed with sources. Customer segments identified with willingness to pay. Here's your evidence-based Lean Canvas.

→ Segments, pains, evidence, opportunity scores. Ready to build.

Use Cases

Built for how studios actually work

Screen deal flow

50 ideas in your pipeline? Scan all 50. Get KILL / WEAK / BUILD triage for each. Partners only review the ones with evidence.

50 ideas → ~$100

Fill Lean Canvas with data

Help portfolio companies replace assumptions with evidence. Segments, pains, financial impact — all from documented sources.

Lean Canvas in 3 min

Evidence-based pivots

Startup stuck? Scan their domain. Find adjacent pains with stronger evidence. Pivot towards documented money, not gut feeling.

Find what you missed
Pricing

One scan costs less than one analyst-hour

Compare to $50K average due diligence cost or 4-12 weeks of research.

Free

$0
3 scans

Try it. See if the evidence quality matches your analysts.

  • 3 full scans
  • All evidence types (hard + soft)
  • JTBD segments & scoring
  • Financial impact data
Sign Up Free
Most Popular

Growth

$600/mo
50 scans/month

For studios screening 10-50 ideas per month.

  • 50 scans per month
  • All evidence types
  • JTBD segments & scoring
  • Financial impact data
  • Lean Canvas export
  • Priority scanning
Start Growth Plan

Enterprise

Custom
100+ scans/month

For studios with high deal flow. Custom integrations, dedicated support.

  • 100+ scans per month
  • Everything in Growth
  • API access
  • Custom scoring criteria
  • Dedicated Telegram support
  • Volume pricing
Contact via Telegram

All plans include full evidence reports with sources. No credit card required for free plan.

Try it now

Paste a startup idea, product URL, or industry name. Get evidence in 3 minutes.

Sign in to start scanning

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