NICHE EVIDENCE RADAR
Timory continuously monitors six developer and founder communities, turning scattered complaints, requests and spending signals into traceable, explainable opportunity dossiers that grow over time — and alerts you when a niche heats up or new payment evidence lands.
No credit card · Every claim links back to its source post
Indie developers' agents burn API budgets overnight; existing observability targets large teams.
"My agent burned $180 overnight retrying a broken tool call. I'd pay for a hard budget cap."
WHY IT EXISTS
Authenticity
The same "huge industry pain point" can come from a suffering user — or from the marketing copy of someone selling a product. Without provenance grading, you get played.
Recurrence
One rant is an emotion. The same problem surfacing across communities, authors and weeks is a need. No human can hold hundreds of posts in their head across time.
Willingness to pay
"I pay $340/mo for a broken solution" and "this market is huge" are different kinds of evidence. Only the first deserves your time.
HOW IT WORKS
Scoring and promotion are deterministic code, not AI vibes — the same evidence always yields the same score. Read the full methodology →
REAL DOSSIER PREVIEW
搭建TikTok账号买卖撮合平台
系统学习RAG检索增强、LLM应用开发与AI Agent设计
解决AI编程助手打断注意力流、生成代码最后20%难以修正的效率瓶颈
Dossiers are currently curated in Chinese.
WHY TRUST IT
3s
Every claim is traceable
Short quote, evidence type, date and source link on the same screen. Open the post and verify yourself.
7 tiers
Provenance grading
Lived pain or marketing copy? Every item is graded; secondhand and promotional content never counts toward the score.
Deterministic
Explainable scoring
Six factors, public formula, every score expands to its inputs. AI reads sentences; it never grades.
Honest disclaimer: "evidence-backed" means the problem is real, recurring and paid for — not that the business is worth building. Market size, reach and founder fit are your call.