Tool success is not CRM proof
The agent may complete its task before the destination has accepted and stored the qualified lead.
AI sales agent CRM delivery
Make every qualified AI-agent lead reach the CRM once.
Protect the final tool call after an autonomous sales agent qualifies a lead, with stable identity, bounded retries, destination verification, and a delivery receipt.
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A successful automation run is not proof of delivery.
An AI sales agent can finish qualification and report success while its final CRM tool call times out, rejects a field, or is repeated by the agent runtime. Without a durable event identity and a destination-backed receipt, the business cannot distinguish a completed conversation from a stored sales record.
AI sales or qualification agent → LeadProof → authorized CRM, scheduler, or sales queueAgent retries can duplicate contacts
Repeated tool calls or recovered agent runs can create another record without one stable source identity.
No human witnesses the failure
An autonomous run can finish outside business hours, leaving a missing handoff invisible until follow-up is already late.
Implementation
Put LeadProof in the delivery path.
Keep the tools that create and process the lead. Standardize only the fragile handoff between them.
Open sandbox instructions →- Send only the authorized structured contact and qualification fields to LeadProof after the agent completes qualification.
- Use the original conversation, task, or lead ID as the stable Idempotency-Key across every agent retry.
- Set the authorized CRM integration endpoint, scheduler, or sales queue as the public HTTPS destination.
- Store the LeadProof receipt ID in agent task state and escalate delivery_failed instead of allowing an unbounded retry loop.
POST
https://leadproof.jessesay.chatgpt.site/api/v1/leadsAuthorization: Bearer lp_live_your_key
Idempotency-Key: stable-source-lead-id
Content-Type: application/json
{
"destination": "https://your-crm.example/webhook",
"name": "Alex Morgan",
"email": "alex@example.com",
"source": "ai sales agents"
}Questions
What teams ask before adding LeadProof.
Does LeadProof qualify the lead?
No. The sales agent keeps its qualification logic while LeadProof protects the final delivery boundary.
Can an MCP or A2A agent use LeadProof?
An agent can evaluate LeadProof through its public MCP and A2A interfaces, then an approved tool executor can call the authenticated production delivery API.
Does LeadProof need prompts or transcripts?
No. Send only the approved structured lead fields. Production delivery retains operational metadata and a payload fingerprint rather than intentionally storing the complete payload.
See the gaps in your real workflow.
Get an explainable risk score, prioritized fixes, and the right LeadProof plan.