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Business & Firmographics

Tech Stack & Vendor Migration Signals

Quarterly technology snapshots for 900K company domains, with the vendor switches detected between them.

900K domains · 11 quartersQuarterly refreshCSV, Parquet
Records
900K domains · 11 quarters
Size
≈ 3.1 GB
Formats
CSV, Parquet
Coverage
60 countries · 400 tracked vendors · 22 categories

Knowing which tools a company uses is useful; knowing what they just stopped using is far more actionable. We fingerprint the public web presence of 900,000 company domains every quarter across 400 tracked vendors, then compare consecutive snapshots to produce explicit migration events: vendor added, vendor removed, and the category it happened in.

Each event carries a confidence score and the evidence type behind it, so your sales or research team can filter to the signals worth acting on.

Schema

FieldTypeDescription
domain / quarter string Company domain and snapshot quarter
country / industry string Headquarters country and sector
employee_range string Size band, e.g. 51-200
categories array Categories where technology was detected
vendors_detected array Vendors present in this quarter
vendor_added / vendor_removed array Changes since the previous quarter
migration_event string e.g. analytics: vendor_x → vendor_y
evidence_type string script_tag, dns_record, http_header, job_post
confidence decimal Detection confidence, 0–1

Sample rows

sample.csv
domain,quarter,country,industry,employee_range,vendor_added,vendor_removed,migration_event,evidence_type,confidence
nimbuslogistics.example,2026Q2,ES,Transportation,51-200,"vendor_y","vendor_x",analytics: vendor_x → vendor_y,script_tag,0.93
finlytics.example,2026Q2,DE,Finance,201-500,"warehouse_b",,data_warehouse: added warehouse_b,job_post,0.71
aarogyadx.example,2026Q1,IN,Healthcare,201-500,,"crm_a",crm: removed crm_a,dns_record,0.84

Illustrative sample showing the structure of the data. The full dataset is delivered after purchase.

Popular use cases

  • Lead scoring on migration intent
  • Competitive displacement tracking
  • Category market-share estimates
  • Partner and ecosystem mapping

Delivery & licence

Delivery
Delivered within 24 hours via a secure download link sent to your email and customer account.
Licence
Internal business use licence — see Terms and Conditions
Refunds
Covered by our Refund & Cancellation Policy
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