Workona App for Zoom

Productivity — A virtual workspace that brings project files, notes, and tasks directly into Zoom meetings

Productivitysaas

● Stable

Category standing real

99th pctl · Productivity

39.6

Signal score

0–100 composite · real

#61

Category rank

of 10,124 · real

99th

Universe percentile

vs 79,105 modeled · real

42%

Mortality P(dead)

model est. · model est.

Signal trajectory

real

Signal 18.2 → 23.8 across 172 readings (+5.6). 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

model estimate

42%

P(inactive)

Moderate risk

Higher risk than 42% of the universe.

This is a model estimate, not a verdict. 78,505 of the 79,105 modeled products are unlabeled and scored by the model only.

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

Workona App for Zoom sits in the 99th percentile of Launch Sentinel's 79,105-product universe by signal, ranked #61 of 10,124 in Productivity. The mortality model puts its probability of going inactive at 42% — a model estimate with a wide confidence band. It has no curated competitive-alternative edges yet, so the comparable set below is functional tag-similarity — read it with the confidence flags. Signal momentum is roughly flat.

Comparable set

curated alternatives → functional tag-similarity

Company	Basis	Signal	P(dead)
Quip 3.0productivity	similar	15.7	26%
UVdesk Helpdeskcommunication	tag-overlap	15.7	12%
GosuChatcommunication	tag-overlap	15.7	18%
Kommonproductivity	similar	32.9	30%
A-Botproductivity	similar	30.0	30%
Our Standupproductivity	similar	15.7	17%
Hipchatcommunication	tag-overlap	18.6	87%
FAQMakerproductivity	similar	30.0	6%

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 modelsaas

Liveness tiersunset

Open sourceNo

Public APINo

Free tierNo

Enterprise tierYes

Funding & team

real

1 disclosed funding round on record. See the full cap table on the product profile →