Complete AI Training
Sign inGet my AI kit

Your job's AI kit

Get your AI kit

Tell us who you are and what you do. We show you your kit right away and email you the link: skills, prompts, AI agents, MCP servers and courses for your job.

500+ jobs ready, and we make a kit for any other job. No payment needed to look.

Share

AI agent for product marketing managers

Launch Results Measurement Agent

An honest launch report against the goals set before launch

ReportingMarketing
See how it worksGet access
Launch Results Measurement Agent: what goes in, what the agent does and what you get

What it does

After a launch, product marketers often scramble to prove results with numbers pulled from different tools that do not agree. Before launch, this agent records the agreed goals, such as signups, pipeline, adoption and press mentions, and where each one will be measured. At 7, 30 and 90 days it pulls the numbers from analytics, the CRM and product data. It then checks each number against its agreed definition and date range. If a figure looks off, for example pipeline that counts deals opened before launch, it fixes the filter and pulls again. It compares actual with goal and drafts a report with what worked and what did not. The PMM reviews it and decides what goes to leadership. Edge case: if a goal has no reliable data source, the agent reports it as unmeasured rather than guessing a number.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedNo 1 STARTS WHEN Measurement date reached 2 DOES Load the goals and definitions agreed before launch 3 USES A TOOL Pull numbers from analytics, CRM and product data 4 CHECKS THE RESULT Does each number match its agreed definition anddate range? If not: fix filters, exclude pre-launch records and pullagain. Back to step 3. 5 DOES Compare actual with goal and note drivers 6 USES A TOOL Draft the results report 7 YOU APPROVE PMM reviews before sharing with leadership 8 RESULT Report shared and goals archived
Read the steps as a list
  1. Measurement date reached
  2. Load the goals and definitions agreed before launch
  3. Pull numbers from analytics, CRM and product data
  4. Does each number match its agreed definition and date range?If not: fix filters, exclude pre-launch records and pull again. Back to step 3.
  5. Compare actual with goal and note drivers
  6. Draft the results report
  7. PMM reviews before sharing with leadershipThe agent waits here for your OK.
  8. Report shared and goals archived

How it decides

It counts only results that started after launch and match the agreed definition for each goal.

  • Exclude deals created before launch from launch pipeline
  • Report missing data as unmeasured
  • Show results at 7, 30 and 90 days side by side

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Measurement days (default 7, 30, 90)
  • Goals and their definitions
  • Data sources
  • Report format

What keeps you in control

It always asks you first

  • Sharing the report outside product marketing

Hard limits

  • Never changes CRM data
  • Never estimates numbers it cannot source

It stops when

  • Done: 90-day report shared
  • Stop: goals were never agreed, ask PMM to set them

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensOn November 12, thirty days after launch, the CRM showed $1.4M in launch pipeline. The agent checked creation dates and found $520K came from deals opened before October 13 and only retagged. The definition check failed, so it excluded them and pulled again. It reported $880K against a $1M goal and noted partner deals beat plan. The PMM approved the report for the leadership meeting.

More agents for product marketing managers

Research · Quality control

Competitive Claim Verification Agent

A competitive brief where every claim is dated, sourced and fairly compared.

7 steps1 check14 jobs
Quality control · Product development

Product Pricing Page Consistency Agent

Pricing pages that match approved packaging.

8 steps2 checks1 job
Quality control · Sales

Sales Competitive Response Review Agent

Fair, sourced competitive responses.

8 steps2 checks8 jobs
Communication · Automation

Campaign Asset Approval Chase Agent

Every campaign asset is approved before launch, or a fallback is ready.

9 steps1 check4 jobs