FMCG & D2C
Portfolio scale is the differentiator: per-product brand governance, and commerce data that has to reach the media layer so stock-outs pause spend.
What they actually say
The distinguishing problem is portfolio scale. Dabur isn't one brand, it's dozens of products. Each with its own guidelines, claims and legal disclaimers. A single brand-guidelines document doesn't work; they need per-product governance.
And commerce reality intrudes on media: if a SKU is out of stock, the ads behind it should pause automatically: which means Shopify and payment/inventory data (GoKwik) have to feed the media layer, and ideally trigger their PO automation.
They also push back on creative sameness: a generated batch that varies the layout but repeats the same storytelling treatment, the same voiceover and the same background music reads as templated.
Where this comes from
| Call | Date | In the room (customer side) | What it established |
|---|---|---|---|
| Dabur Performance AI SOW | 2026-06-16 | Dabur (Institutional & B2B): Ankit Jaiswal | Scope agreed |
| Zocket X Dabur, Dashboard | 2026-07-29, 2026-07-31 | Dabur (Institutional & B2B): Ankit Jaiswal | Two working sessions in a fortnight on the dashboard build |
Requirement register: per-product brand governance, Shopify and GoKwik as inventory truth, stock-out detection pausing campaigns, agency-level metric bifurcation, executive summary with email triggers.
Module positioning
"Cross-channel attribution from the ad through to the completed purchase, including the ones that finish on WhatsApp, with stock-outs pausing the spend behind them."
"A knowledge graph per product, not per company. Claims and disclaimers enforced at the SKU level across the whole portfolio."
Executive summary dashboard with email-triggered alerts; metrics split by managing agency.
Strong fit, but only after the concept-diversity and voice-variation gaps are honestly disclosed.
Sequenced after social data is connected.
Proof points
- Dabur progressed from a Performance AI SOW to an active dashboard workstream across two working sessions in a fortnight.
- Reporting is a first-class top-level section: dashboards, saved reports and scheduled email alerts across every module, not a paid-media sub-tab.
- Agency-level bifurcation is a real, tracked requirement. Say it plainly; multi-agency FMCG buyers assume no vendor handles it.
- Brand Brain layers include Product Catalog and Ratings & Reviews natively, so per-SKU claim enforcement is a graph property rather than a manual checklist.
Industry-specific objections
"Your creative output all looks the same." Acknowledge it. Concept diversity and voiceover/music variation are open, tracked items. Credibility here is worth more than the deal.
"We need it in our own environment." Customer-hosted Performance AI has been asked for. Commercial and solutions conversation, route it. Don't answer it.
"Who owns the numbers when three agencies are running spend?" This is the question behind the agency-bifurcation requirement. The answer is that the dashboard splits by managing agency, so the brand keeps one view while each agency sees its own.
Discovery
Run the four-layer sequence. The probes that matter here:
Current state
- How many SKUs are in scope, and do claims or disclaimers differ per product?
- Where does inventory truth live: Shopify, an ERP, something else?
- How many agencies are running spend, and who consolidates the reporting?
- Does any material share of purchase complete outside the site, for example on WhatsApp?
Problem statement 5. What happens today when a product goes out of stock and the ads behind it keep running? 6. How long does it take to notice? 7. Who is accountable when three agencies report three different numbers? 8. What does the executive summary take to produce each month, and who produces it?
Use case 9. If stock-outs paused spend automatically, what would that be worth in a quarter? 10. What would the brand team stop doing if per-product governance were enforced automatically?
Qualification 11. Does this need to run in your own environment? 12. Who signs, and is it brand, performance, or e-commerce?