SignalStack
Where the money flows · what the market says
backend · postgres   ·   11.001 listings
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D1sevdesk×D1BigQuery×D1Excel×D1MS Dynamics×
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86 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
4006%
above baseline
Reg. pressure (D5 mentions)
7
across all listings in window
Top mover · D1
SAP
∞ (z=0.0)
Recurring clusters
0
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

061218242021-052022-082023-112025-022026-05
ExcelsevdeskBigQueryPower 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
HubSpot200.0
Jira100.0
Confluence100.0
Snowflake200.0
BigQuery4099.0
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
sevdeskAPI132.01×
Excelreporten81.82×
ExcelPflege41.64×
Excelintegrieren41.37×
ExcelPower BI32.05×
sevdeskexportieren21.55×
Excelautomatisieren22.05×
Excelanalysieren22.05×
Power BIanalysieren228.67×
ExcelSchnittstelle22.05×
ExcelHubSpot22.05×
Excelintegrate22.05×
ExcelXRechnung22.05×
ExcelZUGFeRD22.05×
Excele-Rechnung22.05×
ExcelXRechnung22.05×
ExcelZUGFeRD22.05×
XRechnungZUGFeRD243.00×
XRechnunge-Rechnung243.00×
XRechnungXRechnung243.00×

05Recurring clusters · near-duplicate listings

indicates productizable workflows · click row for records

no recurrence

SignalStack · 5 yrs · 5 sources · self-running weekly · postgres backend