Every inbound lead arrives at the rep already researched.

AI lead enrichment is a workflow that takes an inbound lead — from a demo form, trial signup, or content download — and automatically adds firmographic data (company size, industry, tech stack), intent signals (recent funding, hiring, product launches), and LinkedIn activity. The enriched record is then scored and routed to the right sales rep with a personalised 2-paragraph context brief already attached to the CRM.

Typical result: 3–5× lift in cold reply rates when the enriched data is used for personalisation, and 30–60% lift in lead-to-meeting conversion for inbound. One client went from sending 50 generic emails per week at a 3% reply rate to 200+ personalised emails per week at a 14% reply rate. The compounding impact on pipeline is usually what pays for the workflow within the first quarter.

Any combination of Clearbit, Apollo, ZoomInfo, LinkedIn (via their official APIs), Crunchbase, BuiltWith, your CRM history, and your website analytics (Segment/Amplitude). The exact mix is scoped on the discovery call based on your stack and budget for data. Most SaaS clients I build for use Clearbit + Apollo + LinkedIn as the baseline.

It drafts the first touch — a 2-paragraph opener tuned to what the lead actually looks like (industry, role, recent company news). Your reps review and send. Some clients run it in full-auto mode for the lowest-priority tier. For high-priority leads the draft goes to the assigned rep with the context brief, and they refine before sending.

Pilot Workflow: $990 USD (€900 / £790 / A$1,490), 3 days, one live enrichment pipe — credited toward the Sprint. 14-day Sprint: $6,500 USD fixed (€6,000 / £5,200 / A$9,800) for the full build. Monthly running cost: $100–$400 USD (enrichment API costs at $0.05–$0.15 per record + Claude API + hosting). For a SaaS with 200 inbound leads/month and a $40K average deal size, a 30% conversion lift is typically worth well over $100K/year in incremental pipeline.

Below 50 inbound leads per month, the math gets tight. The workflow makes sense once you have enough lead volume that manual enrichment is eating rep time and scoring inconsistency is costing deals. For teams with fewer than 50 inbound leads/month, better to invest in demand generation first and automate enrichment once the lead volume justifies it.