Inbound Lead Qualification & CRM Enrichment
Automatically scrape prospect company websites, score ICP fit with an LLM, draft personalized outreach, and sync to HubSpot/Pipedrive.
Annual Payroll Saved
$41,712
Based on 400 tasks/mo
Hours Saved / Month
100 hrs
At 15 mins/task
Optimal LLM Model
gpt-4o-mini
~1800 in / 450 out tokens
How This Automated Architecture Works
- Webhook / Event Trigger: Captures incoming payload automatically inside Make.com.
- Structured LLM Processing: Calls
gpt-4o-miniwith an XML-guarded system prompt and strict JSON Schema validation. - Confidence Router & Sync: Routes high-confidence outputs directly to your CRM/ERP and flags edge cases in Slack.
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