SignalStack
Where the money flows · what the market says
backend · postgres   ·   11.001 listings
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123 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 4(ANY). last watermark · 2026-05-07
Demand index · last 4 wk vs window mean
3911%
above baseline
Reg. pressure (D5 mentions)
6
across all listings in window
Top mover · D1
Excel
∞ (z=99.0)
Recurring clusters
1
near-duplicate templates

01All 20 terms · Tools

16/20 have ≥1 citation · sparkline = trend · click row to filter · zero-count terms shown at bottom

02Term trend · top 5

anomalies marked · z > 2.5

061218242021-052022-082023-112025-022026-05
ExcelsevdeskLexwareSnowflakeLexoffice

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
Excel42099.0
SAP100.0
DATEV300.0
sevdesk37099.0
Power BI300.0
Jira100.0
Confluence100.0
Lexware26099.0
HubSpot200.0
Snowflake19099.0
BigQuery200.0
Lexoffice4099.0
Tableau100.0
Looker100.0
Metabase100.0

04Co-occurrence · top 20 pairs

Lift = P(A,B)/(P(A)·P(B)) · click to filter on both

Term ATerm BCountLift
sevdeskAPI132.06×
Excelreporten82.93×
LexwareAPI61.35×
ExcelPflege42.93×
Excelintegrieren41.46×
ExcelPower BI32.93×
Lexwareintegrieren31.77×
integrierenAPI32.20×
sevdeskexportieren22.22×
Excelanalysieren22.93×
Power BIanalysieren241.00×
Excelautomatisieren22.93×
ExcelSchnittstelle22.93×
ExcelHubSpot22.93×
Excelintegrate22.93×
BigQuerySnowflake26.47×
ExcelXRechnung22.93×
ExcelZUGFeRD22.93×
Excele-Rechnung22.93×
ExcelXRechnung22.93×

05Recurring clusters · near-duplicate listings

indicates productizable workflows · click row for records

ExemplarSourcesMembersMedian gap
Lead Data Engineer (Snowflake)NoFluffJobs170d
SignalStack · 5 yrs · 5 sources · self-running weekly · postgres backend