Stop Guessing What to Build.

How We Score

Each term gets a 0–100 score from four weighted dimensions:

Maturity stages — based on age since first detection:

Report thresholds: Top tier deep research report · Mid range quick brief · Lower range monitoring only

How Terms Are Discovered

Every night, our LLM pipeline scans signals from 30+ platforms and extracts emerging terms using 5 rules:

• Cross-platform validation — a term must appear in ≥2 independent platforms, not a single isolated post.
• Representative filtering — new products are only kept if they represent a broader emerging pattern, not one-off launches.
• Discussion volume threshold— low-score single posts don't qualify; there must be genuine community interest.
• Generic term blacklist — known broad terms (AI, React, Python, API, LLM, GPT) are automatically ignored.
• Quality over quantity — only terms with genuine cross-source validation are accepted. No numeric cap.

Sources: HN, Reddit, GitHub, Product Hunt, X, DEV Community, V2EX, Lobsters, and more.