THE ADVIGIL METHOD

Every ad dollar. Every size. Every hour.

A multi-layer detection system with expert human judgment at every significant decision — so your budget only reaches inventory that can convert.

THE DETECTION SYSTEM

Multi-layer purchasability detection.

Every product is assessed through multiple independent detection methods before any action is taken. Each layer provides a signal. The combination delivers certainty.

01

Availability Check

Each product page is verified as live, accessible and correctly resolving — catching silent redirects before another dollar is spent on a destination that cannot convert.

02

Catalog Feed Analysis

For brands with connected ad platform catalogs, availability is read directly from the feed your ad platform uses — the most authoritative source available. If the platform considers it unavailable, the signal is captured immediately.

03

Inventory API Read

Where platform access permits, live inventory levels are read directly from your e-commerce system — down to the individual variant. Size by size. Colour by colour. The most granular signal available.

04

Structured Data Parsing

Machine-readable product data embedded in your pages is parsed — the same structured data search engines use to understand availability. A fast signal that works across platforms without requiring API access.

05

Visual Verification

For products where automated signals are ambiguous, a rendered screenshot of the product page is captured and analysed visually — exactly as your customer sees it, including greyed-out sizes, crossed-through buttons, and sold-out indicators.

If signals conflict or confidence is low, every ambiguous case is reviewed manually before any action is taken. Uncertainty is never acted upon.

THE DECISION FRAMEWORK

When action is taken. When it isn't.

ACTION IS TAKEN WHEN

  • → A product is confirmed unpurchasable in the sizes customers demand
  • → Confidence across detection layers exceeds our threshold
  • → Spend on that ad meets the minimum threshold to warrant intervention
  • → Human review confirms the action where required

NO ACTION IS TAKEN WHEN

  • — Signals are ambiguous or conflicting between detection layers
  • — The product is available in sufficient key sizes
  • — Detection confidence falls below our required standard
  • — The ad spend does not warrant the intervention

Every action is logged. Every decision is reviewable.
You have complete visibility.

ONBOARDING

Up and running in under 24 hours.

1

Connect

Day 0 · 30 minutes

You grant AdVigil read access to your ad platform and product catalog. Only the minimum permissions required are requested — read access only, with no control over creatives or budgets. A step-by-step onboarding guide makes setup straightforward.

2

Configure

Day 0 · Completed by our team

Your highest-spend campaigns are mapped, purchasability thresholds are calibrated to your inventory profile, and alerts are configured to your preferred channels. Nothing goes live without your review and confirmation.

3

Monitor

Ongoing · Hourly

Monitoring runs continuously. Every hour, your highest-spend ads are checked against live inventory across all detection layers. When a problem is detected and confirmed, action is taken immediately — and you are notified.

4

Report

Monthly

A monthly spend integrity report lands in your inbox — covering every intervention made, purchasability patterns across your catalog, and a complete audit trail of every decision taken.

HUMAN OVERSIGHT

AI-assisted. Human-verified.

AdVigil is not a black box. Every significant action — particularly on high-spend campaigns — involves human review before execution. The commercial stakes of pausing an active campaign are never ignored. Precision over automation, always.

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Every intervention is logged with a full audit trail — reviewable at any time

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High-spend actions are human-reviewed before execution

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You can override any decision at any time — you remain in control

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Monthly reports give complete visibility into every action taken

"We ensure your ad spend reaches only purchasable products."

That commitment requires precision. Precision requires human judgment. That is what AdVigil delivers.

GET STARTED

Is your spend reaching purchasable products?

Book a 30-minute call. Get your active campaigns audited and discover exactly where inventory-ad gaps exist in your advertising account.

Book a Free Demo

varun@advigil.in  ·  Response within 24 hours