Delectable AI: Strategic Partnership Overview for Nielsen

From Consumer Measurement
to Consumer Intelligence.

Nielsen measures what consumers buy. Delectable AI understands why they buy it, what they need next, and how to serve it at the point of decision. Together, we create the world's first full-resolution consumer intelligence platform.

$100B+ Retail Media TAM by 2028

250K+ Nielsen Homescan Households

4.2x ROAS Through Personalization

27+ Delectable ML Models

Macro + Micro: The Full-Resolution Picture

Nielsen owns the macro layer. Delectable owns the micro layer. Neither is complete alone.

Nielsen's Macro Intelligence

Syndicated POS data across 90 countries
250K+ Homescan panel (calibrated)
Category/brand-level trends and share data
NIQ Activate for retail media targeting
"Ask Arthur" GenAI for category insights

Gap

Category-level resolution. Knows brand X grew 3% but not which household persona drove it or what to recommend next.

Delectable's Micro Intelligence

4D product enrichment (food, user, behavioral, market signals)
Household de-averaging (2.3 personas per card)
Real-time intent inference and session behavior
Knowledge Graph (products-shoppers-recipes-dietary)
Agentic orchestration turning intelligence into experience

Strength

Individual-level resolution. Knows exactly which persona needs what product and why, in real time.

Together: Full-Resolution Consumer Intelligence

Category trends calibrated against individual behavior. Panel data enriched with persona-level dimensions that reveal not just what's selling, but who's buying and why. Retail media targeting that reaches the right person in the household — not just the right household — with recommendations driven by 150+ product attributes and real-time session context. The macro tells you where the market is going. The micro tells you how to capture it, one shopper at a time.

Four Synergy Vectors

Each integration point creates compounding value that neither company could build independently.

Data Complementarity

Nielsen's calibrated panel + Delectable's loyalty behavioral data. Panel provides representative sampling; loyalty data provides depth. Delectable adds 150+ product dimensions Nielsen doesn't capture. Combined: the richest consumer product graph in grocery.

Retail Media 3.0

NIQ Activate provides audience targeting at scale. Delectable adds personalization at the individual level. Move from "target moms 25-34 who buy organic" to "serve this specific shopper a recipe-driven product bundle matching her constraints." 4.2x ROAS vs. category averages.

Household Intelligence

Nielsen's Homescan panel treats each panelist as a single entity. Delectable's GNN-based de-averaging reveals 2.3 distinct personas per loyalty card. Applied to Nielsen's panel: de-averaged panel data becomes the highest-resolution consumer dataset in the industry.

Attribution Engine

Nielsen divested its MMM business to Circana — creating a gap. Delectable's closed-loop system (personalize → serve → measure → optimize) provides attribution at the individual level. Retail media spend measured against actual household persona behavior, not aggregate proxies.

Nielsen Data

Panel + POS + Audiences

Delectable Enrichment

4D + Personas + Graph

Personalized Experience

Agentic Orchestration

Measurement

Closed-Loop Attribution

Feeds Back

Continuous Optimization

What the Combination Creates That Neither Could Build Alone

Delectable has spent 3+ years building grocery-specific AI infrastructure. Nielsen has spent decades building the world's most trusted consumer measurement platform. The integration creates something no competitor can replicate.

18-24 Months

27+ ML models, 8 food databases, 70K enriched SKUs. Estimated $3.4M+ to replicate from scratch — assuming the domain expertise existed.

Cross-Domain IP

Food science + behavioral science + ML engineering. This intersection of expertise doesn't exist inside Nielsen or any single competitor.

Data Flywheel

More Nielsen data makes Delectable smarter. Richer Delectable enrichment makes Nielsen data more valuable. This flywheel accelerates over time.

Capability	Criteo	The Trade Desk	84.51 (Kroger)	Amazon/Rufus	Nielsen + Delectable
Consumer Measurement	✗	✗	~	✗	✓
Product Enrichment (4D)	✗	✗	✗	~	✓
Household De-Averaging	✗	✗	✗	✗	✓
Agentic Personalization	✗	✗	✗	~	✓
Closed-Loop Attribution	~	~	~	~	✓
Cross-Retailer Scale	✓	✓	✗	✗	✓

New Revenue Opportunities

The combined platform unlocks four high-value growth vectors.

RMN Monetization

NIQ Activate's CPG customers + Delectable personalization = premium CPG brand services. Charge per-impression premiums for personalized vs. generic ad placement. Est. 3-5x revenue per impression.

CPG Brand Intelligence

Offer CPG brands household-level purchase intelligence they can't get from panel alone. Persona-level brand affinity scoring. New subscription tier for Activate customers.

Consumer Personalization Platform

License the enrichment + agentic stack to grocery retailers as a turnkey solution. Nielsen's distribution (90 countries, thousands of retailer relationships) + Delectable's platform.

Attribution-as-a-Service

Fill the MMM gap Nielsen created by divesting to Circana. Provide closed-loop attribution for retail media spend at the household persona level.

Combined Addressable Market

$100B+ retail media + $15B consumer intelligence + $8B attribution

From Consumer Measurement to Consumer Intelligence.