The pattern Insightron is built to catch.
Every operator's worst week is the one where revenue is dropping and they don't know why. The data exists somewhere — across Google Ads, GA4, Razorpay, the CRM — but no one is connecting it. By the time the issue surfaces in a status meeting, the bleed is days old.
Madika Aesthetics had been running Google Ads through an external agency. By April 2026 something was clearly off — daily impressions had dropped, but the agency reports still showed a green dashboard. We were brought in for a second opinion on May 1.
Hour 1 — what we found.
The connection took under 60 seconds (OAuth read-only by default). Within 5 minutes, the engine had pulled 30 days of GAQL snapshots and run anomaly detection across all configured signals. Three things lit up:
- Prepaid budget cap exhausted. ₹3 of ₹82,627 remaining as of Tuesday — but the agency dashboard had never alerted on it. Daily spend had collapsed from ₹294 → ₹1. By the time we connected, ads had been effectively offline for 4 days.
- 22 conversion-action misconfigurations. Conversion goals were either missing the right tag, set to the wrong category, or pointing at obsolete event names. The Smart campaigns were running on essentially blind signal.
- ₹500–₹700/mo bleeding to competitor brand searches. Madika's keywords were matching against oliva, cutis, vlcc, and kolors queries — paying to send Madika's traffic to a competitor's awareness moment. Negative-keyword list had drift from a stale 2025 audit.
Same day — what we shipped.
Each finding mapped to a one-click remediation. Every action ran with confirmation and was written to the audit log:
- Logged the ₹8,000 prepaid top-up and re-enabled budget-monitor alerts at 75% / 90% / 95% / 100% thresholds.
- Cleaned up the conversion-action stack (consolidated to Cal Booking + Subscribe), then mapped each campaign's conversion goals to the right primary action.
- Pushed competitor brand names (Oliva, Cutis, VLCC, Kolors) into account-level negative keywords — same-day apply.
- Audited search-term policy violations, paused the disapproved ads, and rewrote 3 RSAs to be policy-compliant.
- Created 3 new campaigns at ₹500/day (Sarjapura locality + 2 broader-keyword tests) to absorb the freed-up budget while the old structures cooled.
22 numbered remediation scripts, executed in sequence, audit-logged end-to-end. Every one was reviewable from the cockpit; every one was reversible.
Why this matters for AgencyBrief.
The Madika engagement is the prototype for what AgencyBrief delivers, packaged as a weekly product. The same engine that ran live remediation here will deliver an automatic Monday-morning intelligence brief for every agency client account on connection. The findings don't change. The cadence does.
That's the full pitch: five minutes of reading on a Monday saves the four days of invisible bleed.