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VC Intelligence Report

2022 Gender Diversity In SWE Report

Education — A comprehensive report analyzing the representation and career trajectories of women in software…
EducationPartly defensible · data moat (moderate)est. 2022
— Unverified
Verdict from HTTP liveness real
last probed Aug 24, 2026
Pulse 8.1 · 2/4
8.1
Pulse Index
2/4 families · real
0.0
30-day Δ
pulse momentum · real
17
HTTP probes
liveness history · real
6
Functional tags
observed attributes · real
Risk read derived from observed signals

Liveness is unverified — no conclusive probe observation exists for the recorded URL. Pulse has been flat over the last 30 days.

HTTP liveness

real
17 probes · Jun 16, 2026Aug 24, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 2 observed · observed only
Liveness probereal
alive in 0% of 17 probesavg response 701 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
edge
direct origin
server
not reported
Tranco rank
#3,986,201
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

2022 Gender Diversity In SWE Report's site could not be verifiably probed when we last probed it on Aug 24, 2026, so its status is unverified — we do not guess. Its Pulse Index is 8.1 of 100, built from 2 of 4 observed signal families. Observed footprint: 6 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
Benefits of Edge Computingeducationsimilar83%0.00.0■ inactive
Quick Start Guide for IT Enterprise Architects eBookeducationsimilar71%40.00.0● live
CryptoTokens.WTFeducationsimilar71%8.00.0— unverified
Tech Trends from 2021educationsimilar71%40.00.0● live
http://toptalkedbooks.com/educationsimilar67%30.4-9.6● live
Human-in-the-Loop Machine Learningai-toolstag-overlap67%32.70.0● live
This Week in ML & AI - 7/22/16: Google Datacenters, New GPU from NVIDIA, Faster RNNseducationsimilar67%7.2-8.3■ inactive
Definitive Guide to Account Username Conventionseducationsimilar67%41.50.0● live

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 modelunknown
Liveness tierunknown
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
2026-08-24 12:44Z924unknown
2026-08-11 14:52Z206unknown
2026-08-11 14:52Z1437unknown
2026-08-09 00:34Z1692unknown
2026-08-05 20:25Z302unknown
2026-07-30 19:41Z138unknown
2026-07-26 16:22Z212unknown
2026-07-18 13:07Z1513unknown
2026-07-13 10:46Z590unknown
2026-07-04 15:02Z1150unknown
2026-06-23 15:53Z333unknown
2026-06-21 18:54Z31unknown
2026-06-21 18:54Z216unknown
2026-06-20 08:23Z1064unknown
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · 2022 Gender Diversity In SWE Report · as of 2026-08-28 · launchsentinel.com/reports/2022-gender-diversity-in-swe-report · liveness, pulse and press figures are observed data with provenance shown per panel.