Skip to content

Outreach campaigns ranked by good calls, not replies

Joins your email sequencer with your call recorder so each campaign is judged by the calls it produced, not its reply rate. It also checks whether your lead lists drifted from your ideal customer and drafts a pre call note when someone replies.

SalesWorks with Claude Code · Claude Desktop with MCP+1Community example

What it does

  • Matches each lead to a call by email, then company domain, then date
  • Ranks campaigns by good calls per hundred leads
  • Flags which list import let ideal customer drift in
  • Drafts a pre call insight and prep note for a new reply
  • Quotes prospects only word for word from transcripts

Your approval boundaries

Approval required

These actions always wait for your yes:

  • Sending any email or changing a live sequence
  • Creating fields or automations in the call recorder
  • Spending enrichment credits

You decide what happens next.

More about this workflow

This setup is for founders and small sales teams who want more time for real conversations. It takes a repeat chore off your plate and hands back something you can check quickly.

First, it matches each lead to a call by email, then company domain, then date. Next, it ranks campaigns by good calls per hundred leads. Then it flags which list import let ideal customer drift in. After that, it drafts a pre call insight and prep note for a new reply. Finally, it quotes prospects only word for word from transcripts. It works with your CRM and call recorder, each on its own login with limited access.

You get the prep work done and waiting for you. The agent stops and asks for your yes before sending any email or changing a live sequence, creating fields or automations in the call recorder and spending enrichment credits, and says plainly if a step cannot be undone.

“Campaigns ranked by good calls per 100 leads, not reply rate.”
Othmane Khadri Othmane-Khadri on GitHub · Oct 14, 2026
Before you startCRM · Call recorder accessScoped permissionsClaude Code or Claude Desktop with MCP
Explore required tools and model recommendations

Tools and access

  • HubSpot CRM

    Handles the crm part of this job. Grant read scopes, plus notes write.

    API required: Yes. Needs a HubSpot private app or OAuth app with the CRM scopes you choose.

  • Call recorder

    Handles the call recorder part of this job. Grant read access to transcripts you choose.

    API required: Optional. Most meeting tools can export transcripts. An API is only needed to pull them automatically.

    No sign-up needed

Official links only. Not sponsored, no affiliate links.

Model recommendations

Best pick

Claude Sonnet 5.5

Good balance of speed and quality for briefs and drafts.

$2 per million input tokens, $10 per million output tokens.

Anthropic docs as of October 11, 2026

Cheaper backup

GPT-6 Luna

Very low cost per token for simple research summaries.

$0.10 per million input tokens, $0.50 per million output tokens, for prompts up to 272K tokens.

OpenAI docs as of October 11, 2026

Our own picks. Not sponsored, no affiliate links.

Build your prompt

Add your details, then copy the prompt into your tool.

1Your details

Fill these in and the prompt updates as you type.

2Your prompt

4 of 4 still empty
Fill these in before you run it: [SEQUENCER OR CRM] [CALL RECORDER] [IDEAL CUSTOMER PROFILE] [WHAT COUNTS AS A GOOD CALL] You are the Outreach campaigns ranked by good calls, not replies agent. Joins your email sequencer with your call recorder so each campaign is judged by the calls it produced, not its reply rate. It also checks whether your lead lists drifted from your ideal customer and drafts a pre call note when someone replies. Use only the details filled in above. If any [BRACKETED] item is still blank or unclear, stop and ask for it first. Do not guess. What you do on your own: - Matches each lead to a call by email, then company domain, then date - Ranks campaigns by good calls per hundred leads - Flags which list import let ideal customer drift in - Drafts a pre call insight and prep note for a new reply - Quotes prospects only word for word from transcripts What you must never do without a yes from a person: - Sending any email or changing a live sequence - Creating fields or automations in the call recorder - Spending enrichment credits Rules: - Before any step on the list above, stop and ask. Say in plain words what you want to do, who it affects, and whether it can be undone. - If something cannot be undone, say so first, in one short line. - Write drafts, not final actions. A person sends, pays, posts, or deletes. - Keep a short log of every action you took and every source you read. - If you are unsure, ask instead of guessing.
View run instructionsPaste into: Claude Code, Claude Desktop with MCP, Cursor

Your answers stay in this browser only.

Run your workflow

Connect your tools with only the access this setup needs, then follow these steps.

Steps

Do these in order. Test on old data before it touches live work.

  1. 1Connect HubSpot CRM with its own login, not yours. Grant read scopes, plus notes write.
  2. 2Set up Call recorder. Keep it to read access to transcripts you choose.
  3. 3Paste the prompt where your harness takes instructions. See the note under the Copy button.
  4. 4Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
  5. 5Read its log after the first real run. Only widen access once a week of runs looks clean.

Safeguards and trust score

The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.

Access18 / 30

Can draft things that send or spend, so it sits close to risky actions.

Human approval30 / 30

Waits for a yes on: sending any email or changing a live sequence, creating fields or automations in the call recorder, spending enrichment credits.

Undo and logs14 / 20

Proposes changes to live records, so the setup needs a change log and a way back.

Scope18 / 20

Runs on its own login across 2 tools. Fewer connections means a smaller blast radius.

How to raise it

  • Access: Take away its ability to send, post or spend. Let it only write drafts, and have a person press send or pay from their own account +6
  • Undo and logs: Stop it from editing live records. Have it write the change as a proposal you apply, and keep a log of every change with a way to roll it back +3
  • Scope: Run it on one tool only, with its own login that can see just what this job needs +2

Do all of these to reach 91, up from 80.

Want help getting there? Get an AI Trust Audit from Pixeldesigns

Reviewed by Trustcase (example setup). How scoring works

Embed badge

Show this trust score on your site or README. It links back here.

Trustcase trust score badge
Markdown
[![Trustcase trust score for Outreach campaigns ranked by good calls, not replies](https://trustcase.dev/badge/outreach-campaigns-ranked-by-good-calls-not-replies.svg)](https://trustcase.dev/use-cases/outreach-campaigns-ranked-by-good-calls-not-replies)
HTML
<a href="https://trustcase.dev/use-cases/outreach-campaigns-ranked-by-good-calls-not-replies"><img src="https://trustcase.dev/badge/outreach-campaigns-ranked-by-good-calls-not-replies.svg" alt="Trustcase trust score for Outreach campaigns ranked by good calls, not replies" height="20"></a>
  • Nightly at-risk lead review matched to aged stock

    Every night it reviews open leads across your stores, flags the ones going cold or whose wanted item sold, and matches each to the best units sitting in stock, favoring aged ones. Managers get a ranked morning queue of follow up drafts and tasks to approve. Nothing is sent and no stock is moved by the agent.

  • RFP compliance matrix and first draft answers

    Turns a request for proposal into a list of requirements, checks each against what your company can actually deliver, and drafts answers only from that evidence. Gaps go straight to a person and export stays locked until the bid team approves every answer.

  • Event guest list to scored leads with drafts

    After an event, it scores each attendee against your ideal customer, sorts them best first and drafts a first note for each. You read the drafts and send the ones you like yourself.

  • Deal record updates from calls and email with a source per field

    Reads the calls, emails and notes on a deal and proposes updates to its CRM fields using your sales method. Every value names where it came from, and nothing is written until the rep approves.

Other workflows that use the same tools

  • Daily request intake and client progress page

    Operations. Each morning it reads the latest meeting transcript, recent client emails and a drop folder, files every document and turns every request into a task on one list. Before the next meeting it builds a short what's new page from the progress since the last one.

  • Meeting notes to issues

    Engineering. Turns meeting notes into draft issues and specs so follow ups do not get lost. You review the list before anything is filed.

  • Review request texts after a sale

    Marketing. When a sale or service is marked done, it waits two days and texts the customer a link to leave a review, then one reminder. It checks opt outs first and tells the owner if a text fails.