ChatGPT Connectors for Lead Enrichment: Connect Live MCP Data Without CSVs

ChatGPT connectors let revenue teams link a single OAuth-authenticated remote MCP server directly inside ChatGPT so a single prompt can ingest a prospect sheet, scrape target company websites, verify work emails, and draft account research without exporting CSV files. Connecting Sorzio for ChatGPT exposes 47 live MCP tools (41 Core + 6 Decision Mode) backed by durable queue execution rather than brittle browser plugins.

Until remote MCP support arrived in OpenAI's connector system, running outbound research in ChatGPT meant pasting 25 rows at a time, hitting context limits, and manually copying results back into Sheets or your CRM. With a hosted MCP endpoint at https://www.sorzio.com/api/mcp, ChatGPT sends structured tool calls for entire lists and Google Sheets ranges while every scrape, verification, and AI pass bills strictly on succeeded rows.

Native ChatGPT connectors vs. ad-hoc browsing vs. SaaS enrichment tables

Step-by-step: wire Sorzio's ChatGPT connector in 90 seconds

You do not need local Node servers, ngrok tunnels, or API key pasting inside prompts. Follow the setup guide on our ChatGPT connector page and MCP integration hub:

1. Add the remote MCP URL: Open ChatGPT connector settings and point the custom MCP server URL to https://www.sorzio.com/api/mcp.
2. Approve OAuth 2.1 + PKCE (S256) access once: Sign in with your Sorzio workspace account so every ChatGPT tool call shares your encrypted keys, Hosted Lists, and Google Sheets permissions.
3. Preview before running: Ask ChatGPT to estimate cost on {{company_domain}} and {{email}} columns using Sorzio's pre-flight check before launching a batch.
4. Enrich and export anywhere: Pull verified contacts back into ChatGPT conversation memory, write columns back to Google Sheets, or download .csv.gz exports from your dashboard.

Four outbound prompts to run immediately inside your connector

Once the connector finishes OAuth registration, ChatGPT can execute multi-step pipelines through Sorzio Enrich and our MCP lead enrichment architecture:

• Domain extraction and cleanup: Strip raw CRM notes down to canonical domains, scrape every homepage in parallel, and score ICP fit before buying credits elsewhere.
• Email verification sweep: Audit {{work_email}} columns across 2,000+ rows at $0.01 per valid address, suppressing catch-all misses and bounced syntax.
• Multi-provider research without seat bloat: Compare total spend against traditional table tools on our Clay alternatives breakdown before renewing annual contracts.
• Calibrated Decision Mode scoring: Compile scoring profiles that rank accounts and surface structured buying signals instead of unverified freeform summaries.

Common questions

Does ChatGPT need Developer Mode or a paid enterprise workspace to use remote MCP connectors?

Any OpenAI plan that currently exposes custom MCP connectors or ChatGPT Apps can point directly at https://www.sorzio.com/api/mcp. No local CLI install or proxy script is required.

What prevents ChatGPT from burning through my entire balance in one mistaken prompt?

Every Sorzio batch tool reports a pre-flight estimate_cost summary and pauses with needs_confirmation above $5 or when overwriting non-empty cells, while failed scrapes and unverified lookup errors are excluded from billing.

Can the same Sorzio MCP workspace also connect to Claude and Cursor?

Yes. Your OAuth connection, encrypted BYOK credentials, lists, and credit balance stay shared across ChatGPT, Claude Desktop, and Cursor from one MCP endpoint.

Does ChatGPT store my customer CSVs inside Sorzio permanently?

No. Sorzio purges raw batch inputs after 2 hours and batch row outputs after 7 days (Hosted Lists expire after 2 hours on Free, 7 days on Pro, or persist on Scale until deleted), while your spreadsheets remain in Google Drive.

Start prospecting straight from chat via Sorzio for ChatGPT, or review the complete MCP server reference to inspect all 47 tools.