Building Communities

Education — A live class by Product Hunt's Erik Torenberg [Education, Tech]

Educationfreeest. 2015

● Stable

Category standing real

1th pctl · Education

15.7

Signal score

0–100 composite · real

#2,933

Category rank

of 6,636 · real

1th

Universe percentile

vs 79,105 modeled · real

Mortality P(dead)

verified label · real

Signal trajectory

real

Signal 6.1 → 12.7 across 38 readings (+6.7). Composite of press, GitHub velocity, community heat, liveness and funding.

Cross-sectional profile

percentile rank vs 79,105 modeled products

Signal (universe) real

Signal (category) real

Profile maturity real

Tag breadth real

Network position sparse

Press footprint sparse

Percentiles computed over the modeled cohort (embedding + signal + tags). Sparse dimensions — network and press — reflect that most products have zero, so a single edge or mention lifts the rank; read those with the coverage flag.

Mortality outlook

verified label

P(inactive)

Low risk

Higher risk than 0% of the universe.

This product carries a verified outcome label (“surviving”) — it is one of 600 hand-labeled cases the model is trained and tested on.

LightGBM · binary mortality (dead vs surviving)
Held-out AUC 0.71 · CV AUC 0.79 ± 0.05 · Brier 0.21
Trained on 600 verified labels (150 dead / 450 surviving)
Leakage-guarded: excludes status, discontinued_year, profile_maturity
Top drivers: tag breadth, signal, vintage, liveness, business model

n=600 is thin → 95% CI on AUC ≈ ±0.10. Treat as a directional signal, not a calibrated probability.

Analyst read

generated from the metrics above · no external narrative

Building Communities sits in the 1th percentile of Launch Sentinel's 79,105-product universe by signal, ranked #2,933 of 6,636 in Education. The mortality model puts its probability of going inactive at 0% — a verified outcome label. It sits on the competitive-alternatives graph with 2 linked rivals, so the comparable set below leans on curated edges. Signal momentum is roughly flat.

Comparable set

curated alternatives → functional tag-similarity

Company	Basis	Signal	P(dead)
Skillshareeducation	curated	18.6	0%
Udemyeducation	curated	18.6	0%
Define Your Ideal Niche Marketeducation	similar	15.7	64%
Affluent Ecommercemarketing	tag-overlap	30.0	20%
Startup Cuesproductivity	tag-overlap	15.7	90%
Growth Librarymarketing	tag-overlap	30.0	66%
30 Days of PMeducation	similar	32.9	62%
Cold Email Masterclass by Mailshakeeducation	similar	25.7	16%

Confidence reflects source and category coherence: curated = an editorially linked alternative; similar = strong functional tag-overlap in the same category; tag-overlap = shared tags only and may be noisy. Signal & P(dead) are real / model.

Structure

observed attributes

Business modelfree

Liveness tierfading

Open sourceNo

Public APINo

Free tierNo

Enterprise tierNo

Funding & team

real

3 disclosed funding rounds on record, 1 founder resolved. See the full cap table on the product profile →