EchoSift: your next SaaS is hiding in real developer pain
EchoSift is a pain-signal discovery platform for builders of developer tools and dev-facing SaaS. We ingest complaints from GitHub issues, Stack Overflow questions, Hacker News threads, and Bluesky posts, cluster them into recurring pain patterns, and rank each cluster by volume, cross-vendor diversity, growth rate and recency.
The output is a short list of opportunity briefs a founder can act on: which complaint is recurring across many vendors (not one annoyed developer), which is recent enough to still be worth solving, and which is concentrated enough in a niche to be a real wedge. Additional sources rolling out through 2026 will extend the network beyond the core four.
Read the EchoSift blog for the founder method we use ourselves, including how to find startup ideas, tips for market research, and a builder's lens on business chat programs.
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