EchoSift — find your next SaaS idea 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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