About

Devache collects real developer pain points and turns them into SaaS ideas — helping you find products worth building, grounded in actual frustrations.

Generate SaaS ideas from pain data

Pick a technology, optionally choose a business model, and get 3 AI-generated ideas backed by real pain points.

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How it works

From raw developer discussions to actionable startup ideas in 3 steps.

1.Collect

Perplexity Sonar queries real developer discussions across the web. Claude AI extracts and structures pain points with severity, category, and metadata.

2.Structure

Semantic deduplication merges near-identical issues. Each pain point is scored and tagged — stage, workaround status, buyer type, and more.

3.Generate

Claude samples pains for your chosen technology and business model, then generates 3 differentiated SaaS ideas with target user, revenue model, and opportunity score.

Pages

Explore ideas, or dig into the underlying pain data.

Generate

Pick a technology and business model to generate 3 AI-powered SaaS ideas.

Ideas

Browse all previously generated ideas, sorted by opportunity score.

Pains

Explore the raw pain points. Filter by severity, category, or technology.

Technologies

See which tools and frameworks have the most documented pain.

Severity scale

Each pain point is scored 1–10 by AI based on real-world impact.

Critical9–10Blocks core workflows. No good workaround.

High7–8Frequently reported, significant productivity hit.

Medium5–6Noticeable friction, but workable.

Low3–4Minor annoyance, limited impact.

Trivial1–2Edge case with minimal real-world impact.

Data note: All pain points are AI-generated summaries of publicly available developer discussions. Severity scores and generated ideas reflect AI judgment and should be treated as directional signals, not precise measurements.