Product Research
Scan active Etsy listings for price bands, favorites, listing age, tags, and competition density—without invented sales numbers.
Built for serious Etsy research
Everything in v0.1 focuses on signal quality, explainability, and safe data practices.
AI Niche Finder
Start from an idea, expand candidate niches, and get ranked opportunities with explainable Opportunity Scores.
Explainable scoring
Demand, competition, price, and momentum break down every score so you can trust the why—not just a black-box rank.
ToS-safe data
Built on official Etsy API signals and fixture mode for demos. No scraping. No fake revenue estimates.
Fast research loops
Run searches and niche explorations quickly, with plan limits that scale from Free to unlimited Pro.
7-day paid trials
Starter and Pro include a card-required free trial so you can pressure-test capacity before the first charge.
How it works
Three steps from idea to ranked opportunities.
- 01
Search the market
Pull live or fixture listing signals—prices, favorites, age, tags, competition.
- 02
Expand niches
Turn a seed idea into candidate niches and score each with transparent sub-metrics.
- 03
Decide with clarity
Read the rationale, compare angles, then build—without trusting fake revenue claims.
Simple pricing
Start free. Upgrade when you need more capacity. Starter and Pro include a 7-day trial.
Free
$0/month
- 3 niche runs / month
- 20 daily searches
- Product Research + Niche Finder
- Fixture-ready workspace
Starter
$19/month
- 7-day free trial
- 25 niche runs / month
- 200 daily searches
- Card on file, cancel anytime
Pro
$49/month
- 7-day free trial
- Unlimited niche runs
- Unlimited daily searches
- Best for power sellers
Informational research only—no sales or revenue estimates. Read disclaimers
Ready to find your next niche?
Join LaunchForge IQ and start researching with explainable marketplace signals.