CRM Adoption & Usage Compliance Monitor
Score how well each rep actually keeps your CRM up to date — recent deal updates, logged activities, required fields, and next steps — against your real process, with a manager-reviewed scorecard that makes coaching fair and concrete.
A private dashboard that imports CRM exports, scores each rep's CRM hygiene against your standards, lets managers excuse fair exceptions (PTO, ramp), shows trend over time, and emails each manager a digest — plus a clean CSV export.
Before you start
- A CRM you can export from (deals, activities, last-modified dates per rep) — or a Google Sheet/CSV of the same
- A written or informal idea of your adoption expectations (update frequency, required logging, field completeness)
- Free accounts: Vercel, Supabase, Resend (the plan walks you through each)
The problem this kills
Your CRM is only as useful as the data reps actually put in it. But forecasts, pipeline reviews, and handoffs all quietly fall apart when deals go stale, activities never get logged, required fields sit empty, and "next step" is blank on half the pipeline. You know someone is treating the CRM as an afterthought — you just can't prove who, or by how much, without squinting at exports for an hour.
So coaching turns into vibes: "you need to be better about the CRM." That doesn't change behavior. What changes behavior is a number, per rep, per period, that everyone agrees is fair — and that the manager has reviewed before it ever shows up in a one-on-one.
What you'll build
A small private web app — built by an AI coding agent following this plan, no coding on your part — that:
- Imports your CRM exports (deals, activities, last-modified dates per rep) and your adoption standards (how fresh deals must be, what must be logged, which fields are required).
- Scores every rep across adoption dimensions — deal freshness, activity logging, field completeness, next-step set — into one clear compliance score per period.
- Accounts for real life: managers can excuse exceptions like PTO or a ramping new hire so nobody gets dinged unfairly.
- Shows the trend so improvement (or backsliding) is visible over time, not just a single snapshot.
- Emails each manager a digest of their team's scorecards, and exports a clean CSV for reporting.
What's inside the Implementation Plan
- It interviews you first. Before building anything, the plan has the AI agent ask you about your CRM, your field names, your adoption rules, and your messy exceptions — then it reads back a short tailored spec and waits for your thumbs-up. You get a tool shaped to how your team actually sells, not a generic template you have to bend to fit.
- A step-by-step build, each step ending with a ready-to-paste prompt for your AI agent.
- A data model and scoring logic adapted to your dimensions and weights.
- A No-API fallback: start from a Google Sheet / CSV export today and get a scorecard CSV out — no CRM integration required to be useful immediately.
- Verification steps so you can confirm it actually works before you trust it.
The governance it includes (this is the point)
This isn't a spreadsheet macro — it's a tool you can stand behind in a coaching conversation. Built in from the start:
- Login so only your team can open it.
- Row-level security so reps see only their own scorecard, and managers see only their own team's data.
- A human approval gate: ops reviews and approves the adoption standards before anyone is scored, and a manager reviews each rep's scorecard and confirms any excused exceptions before it's used in coaching or reporting. The tool drafts; a person approves; only then does it count.
- A full audit trail: who set the standards, who excused what, who approved which scorecard, and when.
- Duplicate guards: one adoption score per rep per period, so the same cycle can't be double-counted.
Who it's for
Sales managers and sales-ops people who want real CRM hygiene and adoption from the team — and want to coach with fair, defensible numbers instead of nagging. If you can export from your CRM (or keep the data in a Sheet), you can build and run this.
You've got this — paste the first prompt and let the agent interview you.