Ramp Vendor Management

Finance — Ramp Vendor Management streamlines vendor payment tracking and recurring expense management acro…

Financesaas

● Stable

Category standing real

83th pctl · Finance

32.9

Signal score

0–100 composite · real

#46

Category rank

of 3,298 · real

87th

Universe percentile

vs 79,105 modeled · real

38%

Mortality P(dead)

model est. · model est.

Signal trajectory

real

Signal 14.6 → 24.8 across 164 readings (+10.2). 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

38%

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

Ramp Vendor Management sits in the 87th percentile of Launch Sentinel's 79,105-product universe by signal, ranked #46 of 3,298 in Finance. The mortality model puts its probability of going inactive at 38% — 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)
Asaan Retailecommerce	tag-overlap	32.9	58%
Gyngerfinance	similar	32.9	2%
Expensify SmartRidesfinance	similar	15.7	13%
Shipwireecommerce	tag-overlap	18.6	49%
Kisisecurity	tag-overlap	15.7	28%
ChartMogul for iTunes Connectanalytics	tag-overlap	25.7	0%
nuregofinance	similar	15.7	13%
Wrk + We Work Remotelyproductivity	tag-overlap	30.0	74%

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 tierquiet

Open sourceNo

Public APINo

Free tierNo

Enterprise tierNo

Funding & team

real

5 disclosed funding rounds on record, 2 founders resolved. See the full cap table on the product profile →