Crisis or Noise: Auditing a Live Mentions Dashboard
Objective: Given a snapshot of a real-time mentions dashboard, apply the velocity/spread/amplification framework to decide whether a spike qualifies for the full crisis protocol or just a monitoring note.
You're the social listening analyst at Yelp, the local business reviews and discovery platform, watching mentions spike on a Saturday afternoon with nobody senior reachable for 40 minutes.
Score three separate mention spikes against the velocity/spread/amplification framework and decide which one, if any, triggers the full crisis protocol.
Before you start
What you'll need
Free path (everything below is enough to finish)
Free and requires no login to set up a keyword watch
Paid upgrades (optional, faster/deeper)
The velocity/spread/amplification signals in this exercise require a real-time cross-platform view a free tool alone can't match
The process
1 step
Step 01 of 01
One signal alone rarely justifies a crisis protocol; two of three signals trigger a manager review, all three trigger the full response.
Three mention spikes are on your dashboard right now. Which one, if any, has all three signals?
Procedure
- For each of the 3 spikes, check volume trend over the last 2 hours (Velocity)
- Check whether mentions are confined to one platform or appearing on 2+ (Spread)
- Check whether any account over 50k followers has shared it (Amplification)
- Score each spike 0-3 and apply the 2-of-3 rule
YELP MENTIONS DASHBOARD, Saturday 2pm snapshot Spike 1, "slow refund" complaint thread: Velocity flat (11 mentions/hr steady) | Spread: X only | Amplification: none -> Score 0/3, log and monitor Spike 2, review-bombing on a single listing: Velocity climbing (8 to 95 mentions/hr) | Spread: X + Reddit | Amplification: a 40k-follower local news account shared it -> Score 2/3, manager review Spike 3, data-privacy claim: Velocity climbing (12 to 340 mentions/hr) | Spread: X, TikTok, Reddit | Amplification: a verified tech journalist (210k followers) quote-tweeted it -> Score 3/3, full protocol
Healthy
Only Spike 3 triggers the full protocol, the score matches the evidence, not gut instinct about which one 'feels' worse.
Unhealthy
Escalating Spike 1 because the language is aggressive, while missing that Spike 3's velocity is climbing 28x faster.
What this means
Score 2/3 spikes still need a human manager decision, they don't auto-escalate and they don't get ignored either.
So what do I do about it?
| Symptom | Action | Effort |
|---|---|---|
| A loud but flat-velocity thread is being treated as urgent | Check the 2-hour trend line before reacting to tone alone | 5 min |
Final deliverable
A scored table of all 3 spikes against the velocity/spread/amplification framework, with an escalation decision and one-line justification for each.
See a reference example
Care.com weekend mentions triage Spike A (background-check turnaround complaint): 1/3 signals, flat velocity, single platform, no amplification -> log and monitor. Spike B (a safety-incident allegation shared by a parenting influencer with 85k followers): 3/3 signals -> full protocol, manager paged immediately.
Success criteria
You're done when you can:
- All 3 spikes scored using all 3 signals, not just the loudest one
- Correctly applies the 2-of-3 escalation rule
- Justification cites specific numbers from the dashboard, not vague language