Field Notes

20 Data Alerts That Actually Drive Action — By Role

Helee Abutbul · April 2026 · 7 min read

Most dashboards tell you what happened. That's not useless — but it's not enough. By the time you see churn spike in a weekly report, the customer is already gone. By the time the MQL trend appears in a board deck, the pipeline gap is already real.

The shift that changes everything: from reporting to signals. Not "here's what happened" — but "here's what you need to do right now, before it's too late."

I've been mapping the alerts that actually move the needle — by role. Not generic KPI dashboards. Specific signals, routed to the right person, at the moment it still matters to act.

A dashboard that doesn't lead to a decision isn't analytics. It's decoration.

Here are 20 of them. Steal freely.

🎯
Customer Success
Keep what you have
Signal
No login for 7+ days
Trigger: A customer who typically logs in daily hasn't been seen for 7 days. Usage drop is the earliest churn signal — before NPS drops, before they say anything.
Alert the CS owner: "[Customer] hasn't logged in for 7 days. Reach out today."
Signal
Core feature abandonment
Trigger: A customer stops using the feature that drove their original purchase. If they're not using your core value, they won't renew — they just haven't told you yet.
Flag for CS: schedule a check-in call focused on re-activation.
Signal
Renewal in 60 days + low engagement
Trigger: Contract renewal approaching AND usage below 50% of baseline in the last 30 days. The worst time to discover a customer is at risk is on renewal day.
Start the renewal conversation now, not in 59 days.
Signal
Support ticket spike
Trigger: A customer opens 3+ support tickets in 7 days — more than their historical average. Ticket volume is a leading indicator of frustration before it becomes a cancellation.
CS manager review: is this a product issue or an onboarding gap?
Signal
Champion left the company
Trigger: The primary user or champion at a customer account changes jobs (trackable via LinkedIn, email bounce, or CRM update). Losing the internal champion is one of the highest-risk churn events.
Immediately identify and build relationship with the new stakeholder.
💰
Sales
Close what's in front of you
Signal
Deal gone cold — no activity in 14 days
Trigger: An open opportunity with no email, call, or meeting logged in 14 days. Deals don't die loudly. They go quiet. By day 14 without contact, the chance of closing drops significantly.
Alert the AE: re-engage or mark dead. Don't let it sit and inflate the pipeline.
Signal
Lead response time over 1 hour
Trigger: An inbound MQL hasn't been contacted within 60 minutes of filling out a form. Response time is one of the highest-leverage conversion levers — the difference between 60 minutes and 24 hours can cut conversion by 60%.
Immediate alert to SDR + manager if SLA is breached.
Signal
Pipeline below target with 2 weeks left in quarter
Trigger: Weighted pipeline coverage drops below 2x target with less than 15 days in the quarter. You can't manufacture pipeline in 2 weeks — but you can prioritize what's actually closeable.
VP Sales review: what's genuinely closeable vs. what needs to push?
Signal
High-intent product signal from a prospect
Trigger: A prospect in the pipeline visits the pricing page, starts a trial, or opens 3+ emails in 48 hours. Intent signals from prospects in active deals should immediately prioritize outreach.
Alert AE to reach out within the hour — this is the buying window.
Signal
Win rate drop by rep
Trigger: A specific rep's win rate drops more than 10 points vs. their rolling 90-day average. A win rate drop is a coaching signal, not just a number. Catch it early before it compounds.
Sales manager: 1:1 review of recent lost deals. Is it a skill gap, product gap, or ICP mismatch?
📣
Marketing
Fill the top of the funnel
Signal
MQL volume down 20% week-over-week
Trigger: Weekly MQL count drops more than 20% vs. the prior week. This is the earliest warning of a pipeline gap — and it arrives 45-90 days before you feel it in closed ARR, depending on your sales cycle.
Immediate investigation: paid spend, SEO rankings, campaign changes. Don't wait for the monthly report.
Signal
CAC spike on a specific channel
Trigger: Cost per acquisition on a channel increases more than 30% vs. 30-day average. A CAC spike usually means the audience is saturated, creative is fatiguing, or a competitor is bidding up the same keywords.
Pause or rotate creative. Review audience and bidding strategy.
Signal
Landing page conversion drop
Trigger: A key landing page conversion rate drops more than 15% vs. 7-day average. Could be a broken form, a copy change, a slow load time, or traffic quality shift. Easy to miss without an alert.
Check page health, form functionality, and traffic source mix immediately.
Signal
Organic traffic drop on key pages
Trigger: Core SEO pages lose more than 20% of sessions week-over-week. A ranking drop or algorithm update can silently kill inbound — and you won't see it in MQLs for weeks.
Check Search Console for ranking changes. Is this a page issue or a broader domain signal?
Signal
Email unsubscribe spike
Trigger: Unsubscribe rate on a campaign exceeds 0.5% — double the healthy benchmark. A spike tells you the message, audience, or frequency is off before it damages your sender reputation.
Pause the sequence. Review relevance and targeting before the next send.
📊
Finance & Leadership
Stay ahead of the numbers
Signal
ARR run rate tracking below forecast
Trigger: Monthly closed ARR falls more than 15% below the forecast for that month. A gap vs. forecast isn't just a finance number — it's a signal that something in the funnel broke 45-90 days ago.
Trace back: was it MQL volume, conversion rate, or deal size? Each requires a different fix.
Signal
Burn rate accelerating
Trigger: Monthly burn increases more than 20% vs. the prior month without a corresponding increase in headcount or planned spend. Unplanned burn acceleration is often the first sign of a procurement or vendor cost issue.
CFO or finance lead: identify the source before it compounds another month.
Signal
NRR dropping below 100%
Trigger: Net Revenue Retention dips below 100% — meaning expansion isn't covering churn. Below 100% NRR means the business is shrinking from its existing base, regardless of new logo growth.
Cross-functional review: CS, Product, and Sales need to align on expansion and retention strategy immediately.
Signal
Payback period extending
Trigger: CAC payback period increases more than 2 months vs. the prior quarter. Extending payback means you're getting less efficient — either CAC is rising, deal size is shrinking, or both.
Review channel mix, ACV trends, and onboarding-to-value time.
Signal
Runway dropping below 12 months
Trigger: Based on current burn and cash balance, projected runway drops below 12 months. 12 months is the minimum comfortable window to raise a round. At 9 months you're reactive. At 6 months you're desperate.
Immediate board and CEO notification. Begin fundraising or cost review process.

The goal isn't more data. It's the right signal, to the right person, at the moment it still matters to act.

Most of these signals exist in your data today. The pipeline is there. The models are there. What's missing is the last mile — routing the signal to the person who can act on it, automatically, before the moment passes.

That's what I mean when I say data should drive decisions. Not dashboards. Not reports. Signals.

If you're building this at your company and want to think through which alerts matter most for your stage and model — I'd love to compare notes.

Ready to build alerts that actually work?

Let's map out the signals your team should be getting — and build the system that routes them automatically.

Let's talk →