Overview: DV360 Programmatic Specialist in Kalkaji

Programmatic, run like a trading desk

For Kalkaji advertisers, I build the audience stack first — first-party data, contextual, custom affinity — then let algorithmic bidding optimize against real conversion events. Programmatic is where Kalkaji budgets quietly leak the most; treating it like a trading desk instead of a set-and-forget channel fixes that.

What's included

Audience strategy

A layered audience approach for Kalkaji advertisers spanning first-party data, contextual targeting and custom affinity segments.

Audience layers

• First-party data and Customer Match
• Contextual and custom affinity targeting
• Lookalike and in-market segments

Brand safety and viewability

Controls in place from day one so Kalkaji advertisers' inventory quality is protected, not an afterthought.

Real-time bid optimization

Bidding optimized against real conversion events for your Kalkaji business, not just clicks or impressions.

Measurement integration

Full integration with Campaign Manager 360 and GA4, so Kalkaji performance ties back to a single source of truth.

How the engagement runs

Process

Audience & strategy setup

Audience stack and measurement plan built before the first Kalkaji campaign goes live.

Launch & optimize

Campaigns launched with a testing plan, then optimized weekly against real conversion data.

Scale

Budget shifted toward what's proven to work for your Kalkaji audience segments.

Who this is for

Advertisers with meaningful display/video budget

Kalkaji businesses spending enough to justify a dedicated DV360 seat and audience strategy.

Brands wanting to move off walled-garden-only buying

Kalkaji advertisers who want first-party-data-driven programmatic, not just platform defaults.

Budget & setup

Getting started

Typical starting budget

A meaningful monthly media budget for enough data to optimize properly

Applies whether managed inside your existing Kalkaji seat or a new one set up through a certified reseller — get in touch for a specific recommendation.

Note

Success is measured on view-through conversions and down-funnel attribution, not just clicks.

Quick answer

DV360 programmatic management here means running Display & Video 360 like a trading desk — audience-first, bid-optimized against real conversions, measured through Campaign Manager 360 and GA4. For a Kalkaji advertiser, that's what stops programmatic budget from quietly leaking into low-quality inventory and turns it into a channel measured against actual business outcomes, not just impressions.

How this compares to running DV360 on default automated settings

• Default automated bidding optimizes toward whatever conversion event is set up, often incorrectly; this builds a layered audience strategy first — first-party data, contextual, custom affinity — for your Kalkaji advertiser before bidding gets tuned.
• Default settings rarely include brand safety and viewability controls; those are in place from day one here, protecting your Kalkaji business's inventory quality.
• Set-and-forget campaigns report on clicks; measurement here integrates with Campaign Manager 360 and GA4 so Kalkaji performance ties to one source of truth, including view-through conversions.
• Default settings don't adapt to your actual funnel; budget here shifts weekly toward what's proven to work for your Kalkaji audience segments.

Why Kalkaji advertisers choose Deepak Suhag

Programmatic run like a trading desk — audience-first, bid-optimized, and measured against real business outcomes.