SignalStack
Where the money flows · what the market says
backend · postgres   ·   11.001 listings
Time
Sources
Active dictionary
Language
Hard term filter — click any term in panels to add
D1Snowflake×D1MS Dynamics×D1sevdesk×D1Excel×D1Metabase×
Match mode
Title search
101 of 11.001 listings match. Time = 5y, src = 14/14, lang = all, dict = D1, terms = 5(ANY). last watermark · 2026-05-06
Demand index · last 4 wk vs window mean
4505%
above baseline
Reg. pressure (D5 mentions)
6
across all listings in window
Top mover · D1
SAP
∞ (z=0.0)
Recurring clusters
1
near-duplicate templates

01All 20 terms · Tools

17/20 have ≥1 citation · sparkline = trend · click row to filter · zero-count terms shown at bottom

02Term trend · top 5

anomalies marked · z > 2.5

071420272021-052022-082023-112025-022026-05
ExcelsevdeskSnowflakePower BIMS Dynamics

03Top movers · current half vs prev half

largest |Δ%| · z-score (Poisson)

TermNowPrevΔ %z
SAP200.0
Excel42099.0
MS Dynamics300.0
DATEV200.0
sevdesk37099.0
Power BI300.0
Jira100.0
Confluence100.0
HubSpot200.0
Snowflake19099.0
BigQuery200.0
Lexoffice200.0
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
sevdeskAPI132.37×
Excelreporten82.40×
ExcelPflege41.92×
Excelintegrieren41.60×
ExcelPower BI32.40×
sevdeskexportieren22.73×
Excelautomatisieren22.40×
Excelanalysieren22.40×
Power BIanalysieren233.67×
ExcelSchnittstelle22.40×
ExcelHubSpot22.40×
Excelintegrate22.40×
BigQuerySnowflake25.32×
ExcelXRechnung22.40×
ExcelZUGFeRD22.40×
Excele-Rechnung22.40×
ExcelXRechnung22.40×
ExcelZUGFeRD22.40×
XRechnungZUGFeRD250.50×
XRechnunge-Rechnung250.50×

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