Deep company research: Firecrawl + Vertex AI industry classification.
Crawls the client's web presence, extracts structured company data, and runs it through a Vertex AI classification model to produce an industry-tagged context record. This record powers every downstream agent in the pipeline.
Illustrative output structure — actual results depend on your data.
{
"company": "Acme Corp",
"industry": "SaaS / Developer Tools",
"confidence": 0.94,
"pages_crawled": 18,
"context_id": "ctx_acme_v3"
}