Market Explorer
Scan active Etsy listings for price bands, favorites, listing age, tags, and competition density—plus clearly labeled sales and revenue estimates modeled from public signals.
Built for serious Etsy research
Everything in v0.1 focuses on signal quality, explainability, and safe data practices.
Niche Forge
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. Every estimate is labeled as modeled—never passed off as official Etsy analytics.
Fast research loops
Move from keyword to niche to decision in one workspace—search, expand, score, and compare without leaving the flow.
Clear next steps
Each opportunity includes difficulty context, product angles, and rationale so you know what to build—and why.
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.
Does LaunchForge IQ estimate Etsy sales?
Yes—with honest labels. Market Explorer and Shop Intel show estimated sales and revenue modeled from public signals (favorites, views, and reported shop lifetime sales). Estimates are always labeled as directional, not official Etsy analytics.
What is an Opportunity Score?
A transparent 0–100 score from demand, competition, price band, and momentum. AI explains options; it does not rewrite the market math.
Is this an EverBee alternative?
It covers EverBee-like research workflows—listing analytics, labeled sales estimates, keyword and shop research—while staying on official API data and transparent modeling.
Ready to find your next niche?
Join LaunchForge IQ and start researching with explainable marketplace signals.