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AI agent for sales managers

Sales Rep Quota Attainment Coaching Agent

Each rep who is off the quota path has a specific, tracked coaching plan

AnalysisSalesManagement
See how it worksGet access
Sales Rep Quota Attainment Coaching Agent: what goes in, what the agent does and what you get

What it does

Reps miss quota, and the signs were visible weeks earlier: thin pipeline, few meetings, deals stuck in stage. Managers see them only in the monthly review. This agent reads each rep's pipeline and activity every week and compares it with the quota path. It finds the likely cause: not enough pipeline, low conversion, long cycles or low activity, and drafts a coaching plan with specific actions and numbers. The next week it checks progress against the plan and revises it. It writes a short note for the one-on-one. The manager approves each plan. Edge case: a rep is behind because of leave, so the agent adjusts the quota path first.

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, continueApprovedYes, continueNoNo 1 STARTS WHEN Weekly review 2 USES A TOOL Load each rep's pipeline, activity and quota path 3 DOES Find reps below the path by more than the threshold 4 DOES Diagnose the likely cause: pipeline, conversion,cycle or activity 5 CHECKS THE RESULT Is the gap real and not leave or a timing shift? If not: adjust the quota path or timing and recompute.Back to step 3. 6 DOES Draft a coaching plan with actions and numbers 7 YOU APPROVE Manager approves each plan 8 USES A TOOL Record the plan and set a check next week 9 CHECKS THE RESULT Did the key measure improve against the plan? If not: revise the diagnosis and the actions. Back tostep 4. 10 RESULT Coaching plans and progress log
Read the steps as a list
  1. Weekly review
  2. Load each rep's pipeline, activity and quota path
  3. Find reps below the path by more than the threshold
  4. Diagnose the likely cause: pipeline, conversion, cycle or activity
  5. Is the gap real and not leave or a timing shift?If not: adjust the quota path or timing and recompute. Back to step 3.
  6. Draft a coaching plan with actions and numbers
  7. Manager approves each planThe agent waits here for your OK.
  8. Record the plan and set a check next week
  9. Did the key measure improve against the plan?If not: revise the diagnosis and the actions. Back to step 4.
  10. Coaching plans and progress log

How it decides

Cause is chosen by the weakest measure compared with team benchmarks. A plan has one or two actions, with a number to reach by next week.

  • Flag a rep more than 15 percent below the path
  • Pick one cause from the weakest measure
  • Limit a plan to two actions
  • Adjust for leave before flagging

Make it yours

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

  • Gap threshold (default 15%)
  • Measures tracked
  • Check day
  • Plan length

What keeps you in control

It always asks you first

  • Manager approves every plan before it is shared with the rep

Hard limits

  • Never share a rep's data with other reps
  • Do not recommend discipline
  • Keep plans specific and measurable

It stops when

  • Done: rep is back on path
  • Stop: performance issue goes to HR through the manager

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 happensA rep is at 62 percent of the path at week 8. Pipeline coverage is 1.8 times against a 3 target while conversion is on par. The agent proposes 12 new qualified opportunities in two weeks and 8 calls a day. A week later, pipeline adds 5, below plan, so it revises the plan to focus on two segments. The manager approves.

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