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VC Intelligence Report

Build your own Recommendation System

Developer Tools — Build your own Recommendation System
Developer ToolsPartly defensible · data moat (moderate)saasest. 2016
● Verified live
Verdict from HTTP liveness real
last probed Aug 26, 2026
Pulse 40.0 · 1/4
40.0
Pulse Index
1/4 families · real
+9.6
30-day Δ
pulse momentum · real
19
HTTP probes
liveness history · real
4
Functional tags
observed attributes · real
Risk read derived from observed signals

Verified live by HTTP probe across 19 observations. Pulse momentum is positive over 30 days (+9.6). Observation is liveness-only: no tracked press, repository, or traffic rank — existence is confirmed, momentum is unobserved.

HTTP liveness

real
19 probes · Jun 16, 2026Aug 26, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 1 observed · observed only
Liveness probereal
alive in 95% of 19 probesavg response 2985 ms
Developer tractionchecked · none
No public repository linked — GitHub signals are not tracked for this product.
Press & sentimentchecked · none
No coverage found in the tracked press corpus. Absence of press is itself a signal at this stage.
Web footprintreal
resolved host
youtube.com
edge
direct origin
server
ESF
Tranco rank
unranked
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

Build your own Recommendation System's listed site resolved live when we last probed it on Aug 26, 2026, so we mark it verified alive. It has fewer than two observed signal families, so no Pulse Index is composed — the evidence strip shows what is and isn’t present. Observed footprint: 4 functional tags. It has no curated competitive-alternative edges yet, so the comparable set below is functional tag-similarity — read it with the confidence flags.

Comparable set

curated alternatives → functional tag-similarity
CompanyBasisOverlapPulse30d ΔStatus
BotBotdev-toolssimilar100%40.0+32.0● live
Laravel Factorydev-toolssimilar80%0.00.0■ inactive
Knowledge graph skill for Claude/Kimi Codeai-toolstag-overlap75%40.0+9.6● live
GreatArrow.aiai-toolstag-overlap75%35.2● live
Striveproductivitytag-overlap75%40.00.0● live
Continuuitydev-toolssimilar75%8.00.0— unverified
Voice control coding agents on your machine via smartwatch / CarPlayai-toolstag-overlap75%40.00.0● live
Ort Web3 Toolsdev-toolssimilar75%8.00.0— unverified

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. Overlap is the shared functional-tag ratio (Jaccard) for tag-matched rows. Pulse is the observed-activity index real and 30d Δ its signed month change; a dash means insufficient observed history, never zero.

Structure

observed attributes
Business modelsaas
Liveness tierquiet
Competitive alternativesnone linked
Open sourceNo
Public APINo
Free tierNo
Enterprise tierNo

Funding & team

not in source

No disclosed funding in our sources. Funding data covers only ~1% of the corpus (462 rounds across 79K products), so absence here is unknown, not zero— we don't estimate a number we can't source.

RAW TELEMETRY last 14 probes
PROBEDHTTPORIGIN → RESOLVEDSERVERMSVERDICT
2026-08-26 09:48Z200youtube.comESF3346alive
2026-08-17 14:00Z200youtube.comESF1329alive
2026-08-10 00:24Z200youtube.comESF876alive
2026-08-08 04:59Z200youtube.comESF1052alive
2026-07-31 15:57Z200youtube.comESF1780alive
2026-07-26 17:51Z200youtube.comESF6033alive
2026-07-18 14:34Z200youtube.comESF6114alive
2026-07-14 09:27Z10002timeout
2026-07-04 16:30Z200youtube.comESF4466alive
2026-07-03 01:08Z200youtube.comESF1585alive
2026-06-24 14:06Z200youtube.comESF1895alive
2026-06-23 13:16Z200youtube.comESF1286alive
2026-06-21 21:33Z200youtube.comESF1028alive
2026-06-20 19:40Z200youtube.comESF992alive
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · Build your own Recommendation System · as of 2026-08-28 · launchsentinel.com/reports/build-your-own-recommendation-system · liveness, pulse and press figures are observed data with provenance shown per panel.