Every contact in your CRM, filled out and current.
ChatGPT enriches new contacts with title, company size, funding stage, and tech stack from public sources, then writes the data back to your CRM with the source cited per field.
84 contacts enriched. Latest write-back:
Meeting notes
- • Title: VP of Operations · Series B (Mar 2024) · 80 FTE.
- • Stack: HubSpot, Stripe, Notion, Slack, Linear.
- • Buying signals: 2 ops hires last 60d, recent G2 review search.
How does OpenAI (ChatGPT) work for Lead Enrichment automation?
OpenAI (ChatGPT) works for Lead Enrichment automation by powering a DeskFerry agent that runs the workflow end-to-end inside your existing tools — no code, no custom build.
- 01
Trigger fires
The agent connects to OpenAI (ChatGPT) alongside the other apps your team already uses, watches for the triggers that matter for Lead Enrichment, and takes the next step on its own while keeping a complete audit trail for review.
- 02
Run every contact created today through @ChatGPT
AI enriches leads with company data, social profiles, technographics, and intent signals.
- 03
Write back to @Salesforce
Teams typically see near-complete for inbound records once the agent is in production.
- 04
You approve
You stay in control: every action is logged, confidence thresholds are configurable, and anything ambiguous is queued for a human instead of being silently auto-completed.
How you tell it what to do
Built in plain English.
You write the rule the way you'd describe it to a teammate. The agent reads the rule, breaks it into the actions it'll take, and confirms the apps it'll touch — before it does anything.
- 1Run every contact created today through @ChatGPT
- 2Write back to @Salesforce
Already wired in
ChatGPT is built into DeskFerry.
No API key, no model setup, no glue code. Connect the apps your team already uses and lead enrichment runs on them.
ChatGPT runs inside DeskFerry on our keys.
- SalesforceConnect
Runs on your data, in your apps.
Nothing to deploy. Nothing to maintain.
Actions
What OpenAI (ChatGPT) + DeskFerry can do
Real OpenAI (ChatGPT) actions your AI agent can perform automatically — no manual work required.
Create Assistant
Tool to create a new assistant with specified parameters. use after finalizing model, tools, and instructions.
Create Message
Tool to create a new message in a specific thread. use when adding messages to an existing conversation after confirming the thread id.
Create Thread
Tool to create a new thread. use when initializing a conversation with optional starter messages.
Delete assistant
Tool to delete a specific assistant by its id. use when you need to remove an assistant after confirming its id.
Delete file
Tool to delete a file. use when you need to remove an uploaded file by its id after confirming the target.
List files
Tool to retrieve a list of files. use when you need to view all files uploaded to your organization.
List fine-tunes
Tool to list your organization's fine-tuning jobs. use when you need to review all fine-tune runs.
List models
Tool to list available models. use when you need to discover which models you can call. use after confirming your api key is valid.
List run steps
Tool to retrieve all steps of a specific run. use when you need to inspect each step's details after initiating a run.
Modify thread
Tool to modify an existing thread's metadata. use after obtaining the thread id when you need to update metadata.
Title: VP of Operations · Series B (Mar 2024) · 80 FTE.
Fields extracted and validated; assignee notified in Slack.
Held for review — one value fell under your confidence bar.
Human in the loop
Approve before it sends.
Every draft lands in a review queue. You approve, edit, or reject — the agent never acts on its own unless you explicitly turn that on for a workflow you trust.
Governance
Every action, with the reasoning attached.
Each step the agent takes is logged with what it did, why it did it, and which app it touched. Audit-ready, so security and compliance can sign off without backfilling.
- Agent2:47 PM
Updated Salesforce · Contacts with the result.
- Agent2:46 PM
Applied your rule and recorded the result.
Reason: All required fields matched with high confidence.
- Agent2:45 PM
Wrote the record for Contact · Sam Okafor (Beacongrid).
- Agent2:44 PM
Read the transcript and extracted action items.
- Agent2:30 PM
Triggered by call end event in Granola.
How it works
Get started in three steps
Step 01
Connect OpenAI (ChatGPT)
Authorize OpenAI (ChatGPT) in your DeskFerry dashboard. The secure connection takes less than 60 seconds.
Step 02
Configure Your AI Agent
Set up triggers, actions, and conditions specific to how your team uses OpenAI (ChatGPT).
Step 03
Deploy & Monitor Results
Your AI agent goes live immediately. Track tasks automated, time saved, and accuracy metrics in real-time.
Start automating Lead Enrichment for OpenAI (ChatGPT)
7-day free trial. Works with the tools you already use.
FAQ
Frequently asked questions
What sources does it pull from?
LinkedIn (public profile), the company website, press releases, SEC filings (for public companies), G2 / Capterra reviews, BuiltWith, and any data provider you already pay for (ZoomInfo, Apollo, Clearbit). Each field has a source citation in the CRM record.
How fresh is the data?
Re-checked on a schedule you set — typically weekly for active accounts, monthly for the long tail. The agent only writes back changes, so your activity feed stays clean.
What about GDPR and data minimization?
The agent only enriches fields you've defined in advance. EU contacts honor your data-residency setting. Source citations make audits straightforward.
How does this compare to using ZoomInfo directly?
Complementary. ZoomInfo is one of the sources the agent uses. The difference is the agent reconciles across sources, picks the most reliable value, and writes it to your CRM in your schema — instead of giving you another tab to check.
What's the per-contact cost?
Depends on which paid sources you enable. For free sources only, cost is your ChatGPT API spend (typically $0.01–0.02 per fully-enriched contact). With ZoomInfo or similar, your existing license covers the data.
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