Avoma Scheduler

Productivity — Streamline meeting management by automating scheduling, sending intelligent reminders to minimiz…

Productivityfreemium

● Stable

Category standing real

88th pctl · Productivity

32.9

Signal score

0–100 composite · real

#114

Category rank

of 10,124 · real

87th

Universe percentile

vs 79,105 modeled · real

37%

Mortality P(dead)

model est. · model est.

Signal trajectory

real

Signal 14.6 → 20.4 across 165 readings (+5.8). 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

37%

P(inactive)

Moderate risk

Higher risk than 39% 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

Avoma Scheduler sits in the 87th percentile of Launch Sentinel's 79,105-product universe by signal, ranked #114 of 10,124 in Productivity. The mortality model puts its probability of going inactive at 37% — 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)
Free Teamcal AI App for Zoomproductivity	similar	32.9	34%
Vyte.inproductivity	similar	18.6	63%
SetMoreproductivity	similar	15.7	2%
Meeting Scheduler for Gmail by cloudHQproductivity	similar	25.7	43%
Timeslotsproductivity	similar	18.6	88%
Ciz.ioproductivity	similar	15.7	66%
Clockwise Links by Clockwiseproductivity	similar	32.9	43%
Pry Financialsfinance	tag-overlap	32.9	9%

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 modelfreemium

Liveness tierfading

Open sourceNo

Public APINo

Free tierNo

Enterprise tierNo

Funding & team

real

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