UC-02 When something breaks SEO lead
Traffic dropped, real or noise?
It is 9:40 and the number is down. Before anyone escalates, get a verdict on whether the drop is outside normal variance, and where it actually sits.
What you'd type
-
Traffic dropped, is it real? -
Investigate the drop in organic clicks this week -
Is this decline significant or just variance?
You never name a skill or a tool. The assistant routes on what you asked. Run it on your own data →
What comes back
Traffic dropped, is it real?
Analysis plan, every step, resolved for you
- Routed to the governed workflow
anomaly-investigator - Scope resolved before filtering
segment: Overall Market · Jul 29, 2026 - 3 analyses queued in parallel
significance_check · gsc_breakdown · seo_ranking_movement_report - Honesty gates armed
significance α=0.05 · scope echo · freshness
Real, and concentrated, the drop clears the significance bar and 82% of it sits in one device-and-template pocket.
- Organic clicks
- 38.2K ▼ −18.3%
- Impressions
- 1.11M ▼ −3.1% demand barely moved, this is not a market story
| Device · template | Clicks lost | Share of loss |
|---|---|---|
| Mobile · Product pages | −7.0K | 82% |
| Mobile · Comparison pages | −0.9K | 11% |
| Desktop · Product pages | −0.4K | 5% |
| Everything else | −0.2K | 2% |
Jul 29, 2026 vs 12-week baselineorganicsegment: Overall Market
⚠ Observationalas of Jul 31, 2026 (Search Console lags 1 to 2 days)IllustrativeOpen in Quattr ↗
Outside the twelve-week band. This one is worth waking someone up for.
- Verdict
- Real — significant
- p-value
- 0.004
- 95% CI
- −24.1% to −12.5%
Significance says the drop is real. It does not say what caused it.
Jul 29, 2026 vs 12-week baselineorganicsegment: Overall Market
⚠ Observationalas of Jul 31, 2026 (Search Console lags 1 to 2 days)IllustrativeOpen in Quattr ↗
Real, significant, and narrow: mobile Product pages carry 82% of it. Start there, and confirm cause before you report one.
A simulated conversation on fictional data. Scope, freshness and the ⚠ Observational marker are attached by the same director that renders every demo on this site.
What it will not do
It will not name a cause. Correlated factors are offered as candidates and labelled as candidates; nothing is called causal without a holdout check, and if the drop sits inside normal variance the answer is "wait for more data".
What's behind it
Analyses it runs
seo_ranking_movement_reportsignificance_checkgsc_breakdown
Sources it reads
The skills that own this
- Drop triage with a significance verdict. Stats · 9 analyses
- Real vs noise, refereed at α = 0.05. Stats · 2 analyses
- Did the algorithm update touch you? Technical · reads rather than queries
The dashboard rituals it replaces
- 12-week decline, quantified 7 steps · 3 menus · 0 significance
- Category decline, verdict included 8 steps · 3 menus · 0 significance
Going deeper
- Real or noise: statistical significance for search metrics, in plain language 4 min
- Algorithm update week: triage before narrative 5 min
- Troubleshooting AI analytics: when a number looks off 3 min
See this use case run for real
All runs →
2 min 5 secTraffic more than halved in six months. Nobody could say why.Search Console · Anomaly investigator◐Recreated from an anonymized session
3 min 4 secThe fix shipped. Traffic rose. Now two teams want the credit.Lighthouse + Search Console + Rank tracking · Significance referee · Cross domain correlator◐Recreated from an anonymized session
2 min 26 secConversion rate fell 7.5%. The number is real. The panic is not.Web analytics · Significance referee◐Recreated from an anonymized session
2 min 2 secSomething went right this quarter. Now prove it before you say it out loud.Rank tracking + Search Console · SERP feature watch · Significance referee◐Recreated from an anonymized session