OpenClaw, meet
every qualified lead.
Drop Lead Scoring into your OpenClaw agent as a single tool call. Email addresses go in, enriched lead records come out — company size, revenue, industry, job title, seniority, funding signals, and tech stack — billed per matched result. No SDK, no API key juggling, no monthly seat for your agent to forget about.
Real OpenClaw agents that rely on this tool.
Each pattern below is a single OpenClaw agent with Lead Scoring registered as one tool. The math works because the agent only spends when it actually matches a record.
Enrich and score every inbound record before it hits the queue.
An OpenClaw RevOps agent monitors the CRM for new leads, calls Lead Scoring to append firmographic and demographic attributes, passes the enriched record to the scoring model, and writes the fit score back — all before a rep ever sees it. Sales queues contain ranked, context-rich accounts, not raw form submissions.
A ranked call list, ready every morning.
An SDR-side OpenClaw agent runs each morning, enriches the previous day's signups, scores them against the ICP definition, and returns a ranked shortlist with firmographic context. The SDR calls the list, not the inbox — and each account arrives with the company size, funding stage, and tech stack already surfaced.
Short form in, full lead record out.
A product-side OpenClaw agent triggers on every new user signup, sends the email to Lead Scoring, and writes firmographic and demographic attributes back to the record before routing or trial segmentation logic runs. Downstream agents consume complete records from day one without asking the user for more fields.
Segment the list before the sequence fires.
A marketing-ops OpenClaw agent runs before each campaign launch, enriches the target list with current firmographic signals, and segments by company size, vertical, and employee growth rate. Sequences branch on real data — not self-reported form answers that are six months stale.
Stop routing leads into your agent blind.
Register one tool and your OpenClaw agent gets firmographic and demographic data on every relevant lead call. Idle runs cost zero. That's the entire deal.
- Single OpenClaw tool
- Budget caps honored
OpenClaw-specific questions.
If something below doesn't cover your case, ping us — we work directly with OpenClaw builders, no SDR funnel.
How does this register as an OpenClaw tool?
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It's a single POST endpoint with a typed body. You register it in OpenClaw the same way you'd register any HTTP tool — endpoint, schema, price-per-hit. OpenClaw uses the price to enforce budget caps and to show the user what each agent run will cost before it runs.
Does OpenClaw need a long-lived API key?
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No. Lead Scoring is billed per call with no long-lived secret to leak in agent logs or rotate every quarter.
Can an OpenClaw agent enrich a batch of leads in a single run?
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Yes. An OpenClaw agent can iterate over a list of lead records, call Lead Scoring per record, accumulate enriched results, and pass the scored batch downstream — all within a single agent run and a single budget cap.
What happens when an OpenClaw run hits its budget cap mid-batch?
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The API returns enriched results for records matched so far and stops. OpenClaw treats this as a normal tool result so the agent can decide whether to ask the user for more budget, process the partial batch, or queue the remainder for a follow-up run.
Can OpenClaw enrich leads in real time as they arrive, not just in batches?
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Yes. The tool handles single-record requests at low latency, so an OpenClaw agent triggered by a webhook on each new CRM record can enrich in real time — one call per lead, billed per matched result.
How is this different from giving OpenClaw a Clearbit or ZoomInfo seat?
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Subscriptions don't fit OpenClaw's tool model. The tool can't report a true cost, so OpenClaw can't do real budget planning. Lead Scoring reports an honest per-record cost up front, which is what OpenClaw was designed to consume.
Is the data compliant?
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Yes. SOC 2 Type II, GDPR-aligned data handling, opt-out registry, and contractual restrictions on consumer-marketing use. Designed for B2B lead qualification and scoring agents.