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Home/Guides/Claude for sales prospecting: live lead enrichment and verification via MCP
GUIDE · MCP LEAD ENRICHMENT

Claude for sales prospecting: live lead enrichment and verification via MCP

Connect Claude to Sorzio via OAuth 2.1 MCP to enrich company websites and LinkedIn profiles, verify emails in real time, and score 25,000 leads.

UPDATED NOV 13, 2026 · 7 MIN READ
GUIDEMCP lead enrichment
Hugo Dupont
Founder at Sorzio

Builds outbound data pipelines across Google Sheets, Claude MCP, and ChatGPT.

CONTENTS
  1. 1. Why most Claude for sales workflows break after twenty rows
  2. 2. How Sorzio turns Claude into a live prospecting engine
  3. 3. Exact unit economics for 1,000 sales prospects
  4. 4. Step-by-step setup in Claude (under 2 minutes)
  5. 5. Best practices to keep outbound data grounded
  6. 6. Common questions
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CONTENTS
  1. 1. Why most Claude for sales workflows break after twenty rows
  2. 2. How Sorzio turns Claude into a live prospecting engine
  3. 3. Exact unit economics for 1,000 sales prospects
  4. 4. Step-by-step setup in Claude (under 2 minutes)
  5. 5. Best practices to keep outbound data grounded
  6. 6. Common questions
Quick summary & key takeaways

Connect Claude to Sorzio via OAuth 2.1 MCP to enrich company websites and LinkedIn profiles, verify emails in real time, and score 25,000 leads.

  • 01Why most Claude for sales workflows break after twenty rows
  • 02How Sorzio turns Claude into a live prospecting engine
  • 03Exact unit economics for 1,000 sales prospects
  • 04Step-by-step setup in Claude (under 2 minutes)

Connect Claude to Sorzio's remote MCP server at https://www.sorzio.com/api/mcp to turn chats into live B2B prospecting pipelines. Instead of copying CSV snippets into static prompts, Claude calls 41 core MCP tools to read 6-page company websites, enrich LinkedIn profiles, verify mailboxes, and score up to 25,000 rows inside Hosted Lists or Google Sheets.

Why most Claude for sales workflows break after twenty rows

Search for Claude for sales today and most guides fall into two traps: copy-paste prompt lists that fabricate company context once training weights go stale, or local Claude Code scripts wired only to a single developer's terminal. Neither handles real outbound volume. A sales team building a list of 1,000 target accounts needs current website positioning, working email addresses, calibrated account filtering, and repeatable cost controls before launching a batch.

Without an execution server, reps burn context windows pasting rows ten at a time, guess whether an email bounces, and manually rebuild formulas across spreadsheets. Worse, generic LLM chat responses cannot tell you whether a prospect's domain is an active buyer, a parked redirect, or a catch-all mail server. You get fluent paragraphs instead of clean, verified columns ready for outreach.

Sorzio solves that execution gap natively across Claude Web, Desktop, Mobile, and Claude Code. One OAuth 2.1 with PKCE connection exposes an end-to-end prospecting backend: CSV ingestion into 25,000-row Hosted Lists, live Google Sheets access, pre-flight cost estimates, mandatory 3-row or 10-row sample previews, deterministic Decision Mode qualification, and automated multi-step Flows. You pay only for rows that succeed.

CapabilityStatic Claude PromptDIY Claude Code ScriptSorzio Remote MCP Connector
Setup across surfacesManual paste per chatLocal CLI and API keysOne URL on Web, Desktop, Mobile, CLI
Live company website readStale memory or single URL fetchCustom scraper maintenance$0.006 per domain, up to 6 key pages
Email verificationNone (hallucinated guesses)Separate third-party webhook$0.01 real-time SMTP and catch-all check
List scale per runUnder 50 rows per contextLocal script timeout risk25,000-row Hosted Lists or Google Sheets
Pre-run cost safetyUnpredictable token burnManual loggingPre-flight quote plus 3-row test preview

How Sorzio turns Claude into a live prospecting engine

When you add https://www.sorzio.com/api/mcp inside Claude Settings under Connectors, Claude gains direct access to 41 core tools (47 total when Decision Mode tools are enabled). Because the connector runs server-side OAuth 2.1 with PKCE, your credentials stay protected in your Sorzio workspace and work identically whether you prompt from a laptop, phone, or terminal.

Every prospecting workflow follows a transparent inspect, estimate, test, and run discipline:

  1. Ingest and inspect: Upload a CSV directly into a Hosted List (retained for 2 hours on Free, 7 days on Pro at $39/mo, or indefinitely on Scale at $99/mo) or point Claude to a connected Google Sheet. Claude inspects headers and sample rows to verify the right domain, LinkedIn URL, and email columns before touching a single credit.
  2. Pre-flight cost estimate: Before running 1,000 or 10,000 rows, Claude calculates the exact dollar figure using Sorzio's published rates: $0.006 per 6-page website read, $0.0075 per Company LinkedIn page, $0.01 per Personal LinkedIn profile, and $0.01 per verified email. Failed lookups and #not_found misses cost $0.
  3. Sample test gate: Claude executes on 3 or 10 rows first and displays the extracted evidence and confidence verdicts inside the chat. If a column mapping or prompt instruction needs refinement, you fix it on 3 rows for pennies instead of wasting budget across the entire table.
  4. Full list execution and gating: Once you approve the preview, Sorzio processes the full batch asynchronously in the background, skipping empty cells and charging strictly for succeeded rows.

Exact unit economics for 1,000 sales prospects

Software buyers comparing Sorzio vs Clay or multi-vendor data stacks often get surprised by credit multipliers and recurring platform seats. On Sorzio, pricing stays flat per succeeded row with up to $20 in free credit to test your pipeline ($5 instant credit at signup plus $15 upon Auto-Reload card verification). Teams on Pro ($39/mo) also unlock 0% Sorzio AI BYOK markup and $0 AI base fees when connecting their own OpenRouter or provider API key.

Pipeline Step (1,000 Accounts)Sorzio RateManaged Cost (1k)Pro ($39/mo) BYOK Cost
6-page company website enrichment$0.006 / succeeded URL$6.00$6.00
Calibrated Decision Mode ICP filter$1.00 / 1k + 1.25x input~$1.05~$1.05
Company LinkedIn page enrichment (400 kept)$0.0075 / succeeded row$3.00$3.00
Real-time Email Verify (400 contacts)$0.01 / succeeded email$4.00$4.00
Personalized opener via AI (400 kept)1.65x + $0.0035/row vs 0% BYOK~$1.56Raw provider cost only

Filtering bad-fit accounts immediately after website enrichment saves up to 60% of downstream LinkedIn, verification, and AI generation spend. Instead of running an uncalibrated prompt that drifts between "yes" and "maybe", Calibrated Decision Mode uses typesafe-ai/jev-1.14.0 ($1.00 per 1,000 rows base fee plus 1.25x input tokens) to score every company into strict keep, reject, and unsure buckets so Flows only enrich true ICP fits.

Step-by-step setup in Claude (under 2 minutes)

  1. Open Sorzio's Claude connector guide and sign in to activate your $5 instant credit ($20 total when Auto-Reload is verified).
  2. In Claude Settings, go to Connectors (or run the Claude Code MCP add command in terminal) and enter https://www.sorzio.com/api/mcp.
  3. Authorize the OAuth 2.1 PKCE consent screen to bind your Sorzio workspace and connected Google Sheets.
  4. Paste your target CSV or share a Sheet URL and run a gated prospecting prompt like the blueprint below:

Inspect the prospect list and identify {{domain}}, {{linkedin_url}}, and {{email}}. Quote the exact cost for enriching 6-page company websites, scoring fit with Decision Mode, and verifying emails. Run a 3-row preview first and wait for my confirmation before running the rest of the list.

After Claude verifies emails and writes personalized messaging angles, you can publish 1-to-1 prospect microsites via Hosted Links directly from the same enriched rows. Publishing a Hosted Link costs $0 upfront; you pay $0.15 only when a verified human opens the page for the first time, with automated corporate security scanners filtered out.

Best practices to keep outbound data grounded

Require Claude to cite source evidence alongside every extracted summary and output unknown whenever pricing, hiring signals, or product positioning cannot be confirmed from the fetched pages. Review the full 41-tool MCP catalog to combine live perplexity/sonar web search (~$8.78 per 1,000 rows) with multi-step gated Flows for recurring prospecting pipelines.

Common questions

How do I connect Claude to Sorzio for live sales prospecting?

Open Claude Settings, navigate to Connectors, add the remote MCP server URL https://www.sorzio.com/api/mcp, and complete the OAuth 2.1 PKCE authorization flow. Once connected, Claude can inspect Hosted Lists up to 25,000 rows or your linked Google Sheets without installing any local code.

Can Claude verify prospect email addresses instead of guessing them?

Yes. When connected to Sorzio MCP, Claude calls the real-time email verification tool at $0.01 per verified address ($10.00 per 1,000 rows), checking live mailbox availability, Catch-All server behavior, and disposable domains while charging $0 for empty cells or failed lookups.

How does Sorzio prevent Claude from burning my budget on a huge CSV?

Every batch workflow runs an explicit inspect, estimate, and small-sample test cycle before full execution. Sorzio quotes the exact cost upfront and lets Claude test 3 or 10 rows for review, plus Decision Mode filters out non-ICP accounts early for $1.00 per 1,000 rows.

Does Sorzio Claude MCP work on Claude Desktop, Web, Mobile, and Claude Code?

Yes. Because Sorzio runs as a hosted remote OAuth 2.1 MCP server rather than a local stdio package, the exact same 41 core tools and workspace lists stay synchronized across Claude Web, Desktop, iOS/Android apps, and Claude Code.

PREVIEW BEFORE YOU RUN

Try it on ten rows first

See the enriched columns, the verdicts, and the exact cost before you run the whole list.

Start free · $20 credit

Run this on your list

$20 free credit. Works in Google Sheets, Claude, and ChatGPT. Pay only for rows that succeed.

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Hugo Dupont
Founder at Sorzio
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READY TO RUN THIS WORKFLOW?

You bring the list. Sorzio does the rest.

Start with $20 of free credit across Google Sheets, Claude, and ChatGPT. Pay only for rows that succeed.

Start free · $20 creditSee pricing