We scan GitHub commits, infrastructure code, ATS APIs and public discourse every six hours. You get the account, the engineer, and their work email — with a migration score you can defend in a pipeline review.
Every six hours we crawl GitHub code search, Terraform modules, ATS APIs (Greenhouse, Lever, Ashby), Hacker News, and conference CFPs.
Signals are weighted by leading-indicator strength (pgvector imports → 3.1×, ORM switches → 2.4×). The model was tuned on 84 completed migrations.
Every scored account is resolved to the committing engineer and a verified work email. Delivered to Salesforce, HubSpot or Slack — or pulled via API.
Ninety seconds. Real product. Real data. A target account, the strongest signal, the engineer behind the commit, and the work email.
| Account | Sector | Strongest signal | Last | 30d | Deal band | Contacts | Score↓ |
|---|---|---|---|---|---|---|---|
G ████████ | Developer Tools | ORM/Database Config | 2d ago | +12 | $250K–$1M+ | 14 | 95 |
S ██████ | Fintech | Migration Repository | 1d ago | +8 | $250K–$1M+ | 11 | 92 |
H █████████ | Cloud Infrastructure | Terraform PostgreSQL | 5d ago | +15 | $100K–$250K | 9 | 88 |
V ██████ | Developer Platform | pgvector AI Adoption | 3d ago | +10 | $100K–$250K | 7 | 82 |
D ███████████ | Data Platform | Docker/K8s PostgreSQL | 1w ago | +6 | $100K–$250K | 6 | 71 |
A ████████ | AI / ML | pgvector AI Adoption | 4d ago | +7 | $50K–$100K | 4 | 65 |
R ███████ | SaaS | Flyway/Liquibase | 2w ago | +4 | $50K–$100K | 3 | 58 |
M ██████ | Enterprise Software | Docker/K8s PostgreSQL | 3w ago | +3 | $50K–$100K | 2 | 45 |
Every detection is a real artifact with a defensible source — a commit SHA, a Terraform plan, a job req. Clickable in the product. Auditable in a deal review.
Enterprise buyers don’t trust black-box intent data. Neither do we. PGIntel is built on the premise that a migration score should be as auditable as a footnote in a research report.
No LinkedIn scraping, no purchased databases, no third-party intent feeds. Every signal ties back to a public commit, a public job post, or a public discussion.
Each data point carries a repo, a commit SHA, a file path, and a timestamp. Pass CFO review. Defend in a pipeline call.
Weights were calibrated against 84 publicly-completed MySQL/Oracle → Postgres migrations. pgvector imports, ORM switches, and migration repos index highest.
We publish our signal taxonomy. Work emails come from authorship metadata on public commits — never scraped from private profiles or data brokers.
Push to Salesforce or HubSpot as custom leads with score, signal trail, and work email. Alert your AE’s Slack when a target account crosses 80. Pull everything through the REST API if you’d rather write your own workflow.