Business ideas from real problems

GAPIVO reads the world’s recorded problems from public data sources — and turns the patterns into concrete, honestly-priced business ideas.

4,006
Problem statements tracked
2
Data sources · more coming
Jul – Sep ’26
Corpus date range · Jul 2026 – Sep 2026
Sep ’26
Corpus last updated · Sep 30, 2026 15:08 UTC

The shape of the harm

How 4,006 problem statements cluster once you read them — most common first. Color follows severity of the pattern, not decoration.

Debt collection
18%
740
Checking or savings account
16%
634
Credit card
14%
571
ENGINE
6%
242
Mortgage
6%
227
ELECTRICAL SYSTEM
4%
169
POWER TRAIN
4%
166
Vehicle loan or lease
4%
165
Everything else
27%
1,092
most severe patterns trust & fraud fees & records · live from the corpus, Sep 30, 2026 15:08 UTC, n = 4,006

Where the problems come from

Every statement traces back to a public data source. Live counts, most active source first.

cfpb
68%
2,729
nhtsa
32%
1,277
· live from the corpus, n = 4,006

Two businesses this corpus suggests

Each stands on a stated assumption, names the risk that kills it, and starts with one honest week of work.

Idea 01 · Finance / Legal

Claim-ready: AI intake & case triage for consumer-protection law firms

Turn raw complaint narratives into structured, claim-ready intake packets — statute, elements, evidence, deadline clock — every claim cited to the client’s own words.

Assumption

Firms experience intake screening as a cost worth paying to reduce.

The risk that kills it

One hallucinated element in a demo and the firm never looks again.

First step, one week

Extraction rubric over 18 narratives, reviewed by two attorneys.

Idea 02 · Finance / Risk

Complaint radar: early-warning intelligence for companies

Public complaint data, clustered per company — a pattern brief that exists weeks before it becomes a regulatory or press event. First version: a few weeks of work.

Assumption

Compliance teams don’t already run this clustering internally.

The risk that kills it

The buyer may already get their own complaints for free from the regulator.

First step, one week

One company, full corpus, one-page brief, one compliance officer’s cold read.