Automate HubSpot lead research with AI agents

Sales reps spend hours researching leads before outreach — pulling company info, checking LinkedIn, reading recent news, scoring fit. Most of that work is repetitive and forgettable. AI agents connected to HubSpot can handle it automatically the moment a new contact lands in your CRM.

The problem with manual lead research

When a new lead enters HubSpot, a rep typically has to:

• Look up the company website and understand what they do
• Find the contact on LinkedIn
• Check recent company news and funding activity
• Score the lead against your ICP
• Route it to the right rep with context attached

That's 20–40 minutes per lead. At scale, it either doesn't happen, or it consumes time that should go to selling.

What AI agents do differently

An Envelope team connected to HubSpot monitors for new contacts and kicks off a research workflow automatically. No rep has to remember to do it — the team runs the moment the trigger fires.

The agents

Contact Researcher reads the new contact record, pulls the company domain, and fetches the company website, LinkedIn page, and any recent press. It builds a raw profile: what the company does, headcount, tech stack signals, and recent news.

ICP Scorer takes the raw profile and scores it against your ideal customer profile — industry, company size, funding stage, tech stack fit, and any disqualifying signals. It returns a score and a short rationale.

Lead Router uses the score to decide which rep gets the lead and what priority it should be. High-fit leads go directly to a senior rep with an urgent flag. Low-fit leads are deprioritised with a note.

Brief Writer compiles everything into a clean CRM note attached to the contact: company summary, score, rationale, and the rep's recommended opening angle. The rep opens HubSpot to a lead that's already been researched and ranked.

Setting this up in Envelope

1. In your Envelope workspace, describe the team: "Research new HubSpot leads, score them against our ICP, and add a briefing note to the contact record."
2. Connect your HubSpot account under Tools when prompted.
3. Set the trigger: new contact created, or new contact matching a specific lifecycle stage.
4. Define your ICP criteria in the team variables — industry, company size, must-have tech, disqualifiers.
5. Run the team on a test contact to verify the output matches your expectations.
6. Set the team live. Every new lead gets a research briefing within minutes.

What reps see

When a rep opens a newly routed lead, the contact record already has:

• A one-paragraph company summary
• An ICP score (1–10) with a rationale
• Recommended opening angle based on fit signals
• Any red flags or disqualifiers noted

They spend their time on the call, not on research.

Variations worth building

Renewal research — the same team, triggered on contacts approaching renewal date rather than new creation. Pulls the account history, recent support tickets, and any risk signals before the renewal conversation.

Event lead enrichment — triggered after a trade show or webinar import, where contact data is minimal and enrichment is especially valuable.

Competitor mention tracking — adds a step that checks if the company has mentioned a competitor in public forums or review sites, and flags it in the briefing.