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Module 01 · SEO Intelligence · live

Detect SEO decay. Fix it before noon.

Real-time GSC ingest, SERP comparison, and content-decay detection — all running on the same event bus as your attribution and automation. When a top-10 page slips, the refresh is in your editor's queue before the second cup of coffee.

Detection
0 s
P95 decay → queue
Sources
0
GSC + SERP + crawl + ad + cms
Detectors
0
decay · gap · cwv · schema
Refresh
auto
drafts queued in cms
The problem

Most SEO tools surface issues. They don't fix them.

Weekly reports. Manual triage. By the time someone notices, the campaign has already lost a position.

Lag

Weekly reports, daily reality.

Most SEO platforms run nightly batches and email you a Monday digest. By Wednesday the position is already gone.

No actuation

"Page slipped." Now what?

Reports flag the issue but don't act on it. You read the dashboard, copy the URL into a Google Doc, file a ticket, wait two weeks.

AI Overview blind spot

AI Overview moved the goalposts.

Position-1 organic now has AI Overview above it. Most tools don't track AI Overview presence, so you can't optimize for it.

How it works

Detect. Decide. Dispatch. Audit.

Every GSC delta and SERP change flows through the same four-step pipeline.

01 · Ingest

GSC delta arrives

Per-property quota-aware ingest. CTR, position, impressions, CWV, AI Overview presence — every metric tagged with shop + page + traceId.

02 · Detect

Decay or opportunity?

9 detectors run in parallel: rank decay, CTR drop, AI Overview gain/loss, schema-fit, content-gap, internal-link orphan, CWV regression, broken canonical, soft-404.

03 · Queue

Refresh queued

If detector fires + confidence > threshold, an AI refresh draft is generated and queued in the CMS approval flow. Editor approves, page republishes.

04 · Audit

Logged + traced

Plain-language audit row written: 'Refreshed /blog/X because decay-detector flagged -34% CTR sustained 7 days.' 365-day retention.

The pipeline

Five sources. One detector. Four outputs.

The exact runtime topology. Hover any node to inspect.

SEO INTELLIGENCE · PIPELINE ingest · detect · queue
P95 · 60s · 5,400 events/min · live
search console queries · pages · cwv serp api live ranks · ai overview site crawler schema · canonical · links ad keywords paid → organic gap cms content inventory SEO INTELLIGENCE ENGINE idempotent · audited · multi-tenant 01 · INGEST 02 · DETECT 03 · QUEUE Normalize per-property quotas · dedupe· schema check· shop tag· trace id 5,400/min 9 detectors · parallel decay · gap · cwv · schema · rank decay· ctr drop· ai overview Δ· schema-fit· content gap· soft-404 P95 · 60s Action ready draft · alert · log · refresh draft· editor queue· alert webhook· audit row 145 RBAC permissions · 365d audit retention · snapshot + undo on every action cms refresh queue ai draft · approval flow alert webhook slack · pagerduty · custom automation engine schedule · retry · escalate dashboard live decay surface
5 sources · 3 stages · 9 detectors in parallel · 4 outputs
In production

Three concrete moves customers made.

Anonymised but representative. Pulled from active deployments.

<60s
decay → action

Detected, queued, fixed before lunch

A SaaS-comparison site lost a top-10 page Tuesday morning. Sumeru detected the rank drop within 60 seconds of GSC reflecting the change, queued an AI refresh draft by 9:42 AM, the editor approved it at 11, and the page was republished by 11:14 — recovered position by Friday.

47
decay events caught/wk

Catches what Looker dashboards miss

An $18M GMV brand replaced a weekly 'SEO health' dashboard with the live decay detector. Average catches per week jumped from 3 (manual review) to 47 (real-time detection). Most are small drops fixed before they cascade.

11×
AI Overview lift

AI Overview opportunity surfacing

Detector flags pages newly eligible for AI Overview placement — based on query class, content depth, and schema fit. Customer in the home-goods space saw 11× citation rate in AI Overview within 3 weeks of acting on the recommendations.

By tier

What's available where.

CapabilityStarterProAgencyEnterprise
GSC ingest (queries · pages · CTR · CWV)
Real-time decay detection
AI Overview opportunity flagging
Content gap detection (vs competitor SERP)
Auto-queue refresh drafts
Schema-fit + structured data audit
Internal-link graph optimization
P95 detection latency10m<60s<60s<30s
Wired to

SEO Intelligence speaks to the rest of the runtime.

Detectors fire events, automation handlers act on them, audit log persists every move.

30-minute call

See decay detection on your own catalog.

We connect to your GSC, run the detectors against your top 100 pages, and walk you through the live results. You leave with a refresh queue, in writing.