peopleanalyst

Platform · Shipped

Niche Benchmark Survey — consortium pooling engine + per-niche GTM

Pools N peer companies' auto-matched comp/HR rosters into min-N-protected, anonymized benchmark cuts (profile + function rollups; sparse Focuses release upward). A cut publishes only with min-N datapoints AND >=2 contributors. One niche registry drives per-niche landing pages + systematized outreach kits. Metric-agnostic (pay + HR metrics).

Cluster
Platform
Type
algo
Status
Shipped
Used by
people-analytics-toolbox, peopleanalyst-site

Maturity evidence

Functioning
buildConsortiumBenchmark() pools 3-grain cuts with the min-N + min-participant gate; 19 node:test cases green incl. sparse-Focus rollup + metric-agnostic HR-metric path. POST /consortium + GET /outreach live; hub + per-niche landings shipped.
Valuable
GTM surface live (6 niche landings + outreach kits + pre-staged consortium-seat SKU); revenue pending founding-cohort recruitment + Stripe pricing.
Understood
docs/jobframe/NICHE-FOCUS-AND-BENCHMARK.md + src/surfaces/niche-benchmark/README.md + session report 2026-06-21-pat-jfe-niche-3.
Integrated
Closed-loop onboarding + dual-substrate longitudinal (flywheel values + survey-orchestrator program/wave/company structure; /trend = pay movement + coverage growth; closes NICHE-4) + method #1 RAW+ADJUSTED (η² outcome-correlation + direct standardization, lib/adjust.ts) + method #2 RAW-DATA-IN-WE-COMPUTE (raw HR records → turnover/time-to-fill per cell, /compute-metric, lib/metrics.ts). 44 node:tests. Method canon docs/POSITIONING/BENCHMARK-AND-SURVEY-METHOD.md; #3 (infinite combos + Modal model) + survey-application sequenced next.

How to use it

REST
/api/surfaces/niche-benchmark/consortium
Data
/api/surfaces/niche-benchmark/outreach

Other Platform capabilities

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Capability detail sourced from the People Analytics Toolbox capability feed (source of truth), snapshot retrieved 2026-07-23.