Agentic Retail Media Platform
Tier 2-3 grocers own 60%+ of grocery market share but capture less than 20% of retail media revenue. Delectable Ads closes this gap with agentic automation that turns every shopper interaction into intelligent, measurable ad inventory — no ad ops team required.
Retail media is the fastest-growing ad channel in a decade. But the revenue is concentrating at the top while the grocers who own the most shopper relationships are being left behind.
$46B
2023
$60B
2024
$100B+
2028
Third-fastest growing ad channel after streaming and connected TV · 149+ retail media networks competing
Proprietary ML, billions of data points, full personalization stack.
Some in-house data science, segment-level targeting, limited personalization.
Rich first-party data but no infrastructure to monetize it. Generic targeting. CPM compression.
The Core Paradox
The grocers with the deepest shopper relationships (60%+ market share, loyalty programs, weekly visits) capture the least retail media revenue (<$2B) because they lack the personalization infrastructure to compete with Amazon's ad engine. CPG brands won't pay premium CPMs for demographic-level targeting when Amazon offers individual-level precision.
RETAILERS (Supply)
CPG BRANDS (Demand)
SHOPPERS (Experience)
Delectable Ads gives Tier 2-3 grocers a fully agentic retail media network — no ad ops team, no SSP contracts, no six-month integration. The platform creates, manages, and optimizes ad inventory autonomously from the commerce intelligence already flowing through Delectable Commerce.
WITHOUT DELECTABLE
12 Static Ad Slots
Homepage banner, search top, category hero, cart sidebar. That's it. Always sold out or empty.
Manual Campaign Management
Each CPG campaign requires manual setup, scheduling, creative review, placement, reporting. 2-3 FTEs minimum.
Demographic Targeting
"Women 25-44 who buy yogurt." Broad segments, low relevance, CPM compression.
Third-Party Dependency
Instacart, Criteo, or CitrusAd take 30-50% of every ad dollar as intermediaries.
WITH DELECTABLE ADS
Unlimited Conversational Inventory
Every AI recommendation, recipe suggestion, and chat response is a contextual ad placement. +847% more inventory.
Agentic Campaign Automation
AI agents handle campaign ingestion, audience matching, creative adaptation, placement optimization, and reporting. Zero FTE requirement.
Persona-Level Targeting
"Health-conscious mom in a 4-person household with high-protein diet preference and 0.87 Chobani affinity." 2.3 personas per card.
Retailer-Owned, Zero Intermediaries
100% of the ad margin stays with the retailer. Direct CPG relationships. No rev-share to third parties.
Six autonomous agents replace the traditional ad ops team. Each agent handles a distinct phase of the retail media lifecycle.
Inventory Agent
Identifies and creates ad placements from every shopper touchpoint
What It Does
Audience Agent
De-averages households into personas with propensity scoring
What It Does
Creative Agent
Adapts CPG creative into contextual, persona-relevant formats
What It Does
Bidding Agent
Real-time auction engine with propensity-weighted pricing
What It Does
Delivery Agent
Serves the winning ad naturally within the shopper experience
The Delivery Agent integrates sponsored content seamlessly into the shopper's conversational flow. Unlike traditional display ads that interrupt, Delectable's agentic delivery makes sponsored products feel like helpful recommendations — because they are helpful recommendations, filtered through the shopper's actual preferences, dietary needs, and purchase history. The agent manages frequency capping, context-switching between organic and sponsored content, and disclosure compliance (FTC-compliant "Sponsored" labeling).
Measurement Agent
Closed-loop attribution from impression to purchase at persona level
Every touchpoint in the agentic flow is instrumented. The Measurement Agent tracks the complete journey: impression → engagement → add-to-cart → purchase, attributing conversions to specific campaigns, creatives, contexts, and personas. This feeds directly into the CPG's performance dashboard and back into the Bidding Agent for continuous optimization. Unlike traditional MMM (monthly/quarterly, correlational), this is real-time, causal, and impression-level — filling the exact attribution gap Nielsen created when it divested MMM to Circana.
$2.4M
annual
CPG Ad Revenue
$680K
annual
Private Label Uplift
87%
higher
Margin vs. Traditional
0
FTEs
Ad Ops Headcount
For CPG brands, Delectable Ads replaces the black-box RMN experience with a transparent, persona-level advertising platform. From brief to measurement, every step is agentic, accountable, and optimized in real-time.
A CPG brand manager submits a campaign brief. Delectable's agents handle everything from there.
Campaign Brief Ingestion
The brand manager submits a natural language brief. No complex campaign builder UI required.
Intelligent Audience Building
The Audience Agent combines NIQ Activate segments with Delectable's persona-level intelligence.
NIQ Activate Input
142K households indexing high on yogurt + health & wellness
Delectable De-Averaging
89K target personas (from 142K cards) with 0.87 avg Chobani affinity
Enrichment Layer
Dietary: high-protein. Recipe affinity: overnight oats, smoothie bowls. Time: 6-9am
Contextual Creative Generation
The Creative Agent generates persona-specific messaging variants that feel like helpful recommendations, not ads.
Health-Conscious Mom
"Based on your preference for high-protein breakfasts, Chobani Greek Yogurt pairs perfectly with the granola in your pantry. Add both for a complete breakfast bundle?"
Context: morning shopping, recipe browse
Snack-Oriented Teen
"Chobani Flip Cookie Dough — other teens in your area are adding this to their after-school snack orders. Want to try it?"
Context: afternoon browse, social trend
In-Flight Performance & Optimization
Real-time dashboard with continuous optimization recommendations from the Measurement Agent.
234K
Impressions
4.2%
CTR (2x avg)
12.8%
Conversion
5.3x
ROAS
AI Optimization Insight
Performance is 47% above forecast. Morning 6-9am window converts at 2.3x the daily average. Recommend shifting 40% of remaining budget to AM slots and increasing daily cap by $200.
CPG BRAND CAMPAIGNS
National brands promoting products through the retailer's owned channels. Direct relationship, no intermediary.
PRIVATE LABEL PROMOTION
Retailer's own brands promoted through intelligent substitution and value-positioning within AI recommendations.
SOCIAL + VIDEO CAMPAIGNS
Shoppable recipe videos and social content with embedded product placements. Powered by Delectable Social.
This is the structural advantage no standalone RMN platform can replicate. Delectable Ads doesn't bolt onto a retailer's existing stack — it emerges from the same intelligence layer that powers Delectable Commerce and Social. Every shopping interaction makes the ads smarter. Every ad interaction makes the shopping better.
HyperGraph
Intelligence
Commerce
Shopping data
Ads
Targeting precision
Social
Discovery engine
Measurement
Attribution loop
Commerce → Ads
Every cart, search, and conversation reveals shopper intent. The Food HyperGraph maps these signals into 150+ dimensions per product and 2.3 personas per household — creating targeting precision no standalone RMN can match.
Ads → Social
High-performing sponsored products become featured content in the Social feed. Recipe videos featuring top-converting products get promoted. CPG creative briefs generate shoppable social content automatically.
Social → Commerce
Discovery in the Social feed drives add-to-cart. Recipe engagement reveals new dietary preferences. Viral content signals emerging food trends that improve recommendation quality for all shoppers.
Measurement → Everything
Closed-loop attribution feeds back into every system. The Bidding Agent gets smarter. The Audience Agent refines personas. The Creative Agent learns which messaging converts. The cycle accelerates.
| Capability | Standalone RMN (Criteo, CitrusAd) |
Retailer SSP (In-house) |
Delectable Ads |
|---|---|---|---|
| Ad Inventory | Static slots | Static slots | Unlimited contextual |
| Targeting | Category segments | Loyalty segments | Persona + food graph |
| Creative | Uploaded banners | Uploaded banners | AI-generated contextual |
| Attribution | Click-through | Last-touch | Impression-level causal |
| Intermediary Fee | 30-50% | 0% (but build cost) | 0% |
| Shopper Data | Shared with platform | Retained | Retained + enriched |
| Ad Ops Needed | 2-3 FTEs | 5-8 FTEs | 0 FTEs (agentic) |
| Commerce Integration | None | None | Native flywheel |
The Compounding Advantage
Every standalone RMN starts from zero with each retailer. Delectable's flywheel means a retailer deploying Commerce already has the targeting intelligence for Ads. Deploying Social already has the content pipeline for ad creative. Each module makes the others stronger — and makes switching costs for the retailer increasingly high. This is the moat.
When Nielsen divested its MMM business to Circana in 2024, it created an attribution gap. Delectable fills this gap at a resolution Marketing Mix Modeling never achieved — impression-level, real-time, and causal rather than correlational.
| Dimension | Traditional MMM | Delectable Attribution |
|---|---|---|
| Granularity | Aggregate (brand/category) | Individual (persona-level) |
| Cadence | Monthly / Quarterly | Real-time |
| Methodology | Correlational (regression) | Causal (controlled A/B) |
| Attribution | Channel-level | Impression-level |
| Actionability | Strategic planning | In-flight optimization |
| Cost | $200K-$500K per study | Platform fee (continuous) |
Personalize
Agentic system serves persona-matched recommendation based on time, browse history, dietary needs, household profile.
Engage
Shopper interacts: views details, asks questions, explores recipe, adds to cart. Every touchpoint captured and attributed.
Measure
Conversion attributed to specific campaign, creative variant, delivery context, and persona. Real-time reporting to CPG dashboard.
Optimize
Attribution feeds back into targeting, bidding, and creative models. Next impression is better than the last. ROAS improves continuously.
4.2x
ROAS
vs. 1.1x category average
3x
lift
Engagement vs. display
14x
efficiency
Cost advantage vs. MMM
2.3
personas
Per loyalty card resolved
The NIQ Strategic Opportunity
NIQ Activate provides the macro audience layer: 250K+ Homescan households, syndicated POS data, and cross-retailer segment matching. Delectable provides the micro execution layer: persona-level de-averaging, food intelligence enrichment, agentic delivery, and impression-level attribution. Together, they create the only end-to-end retail media solution that works from audience definition through to closed-loop measurement — something neither Amazon's walled garden nor Criteo's network approach can offer across Tier 2-3 grocers.
High-fidelity programmatic placements served by the Delectable AI ad server, deeply integrated into conversational and agentic grocery commerce workflows.
Real-time, cross-category sponsored product recommendations served dynamically as shoppers build their baskets. Using advanced cart co-occurrence models and purchase histories, the ad server surfaces logical complementary additions (e.g., promoting a premium artisanal cheese when a shopper carts high-end crackers).
{
"placement": "cart_companion",
"affinity_score": 0.94,
"campaign_id": "camp_89211",
"creative": {
"sku": "sku_9083321",
"title": "Kerrygold Butter",
"sponsor": "Ornua Foods"
}
}
Allows brands to contextualize and gain market share by offering smart alternatives when a competitor's product is added to the cart, or is out-of-stock. The system carefully checks brand health guidelines to propose higher-margin, better-value sponsored swaps safely to the user (e.g., "Would you prefer organic milk instead, save $1?").
{
"placement": "displacement",
"target_sku": "sku_generic_milk",
"displacing_campaign": "camp_44219",
"incentive": {
"discount_cents": 100,
"text": "Save $1 on Organic Valley"
}
}
Hyper-contextual ad placements natively injected into chat agent dialogues based on current shopper conversations. Rather than standard banner ads, conversational suggestions are served as helpful, natural assistants during conversational recipe planning, meal tailoring, or general customer support.
{
"placement": "conversational",
"dialogue_context": "making tacos",
"match_keywords": ["mexican", "spice"],
"creative": {
"sku": "sku_cholula_hot",
"dialogue_insertion": "Spice it up with Cholula!"
}
}
Enables brands and manufacturers to pay to have their specific products mapped directly as the default selection when a generic recipe ingredient is carted. When the shopper adds "pasta" or "olive oil" from a recipe, the system dynamically prioritizes the sponsored brand, dramatically lifting conversion rates.
{
"placement": "recipe_sponsor",
"ingredient_raw": "pasta sauce",
"mapped_sku": "sku_barilla_marinara",
"campaign_id": "camp_55321",
"bid_cents": 12
}
Highly targeted sponsored product entries placed at the very top of search engine results cards. Leveraging real-time auctions (RTB) and deep search relevance query vector models, sponsored cards blend seamlessly with standard search items while displaying a subtle "Sponsored" disclosure.
{
"placement": "search_card",
"search_query": "gluten free snacks",
"campaign_id": "camp_12019",
"creative": {
"sku": "sku_simple_mills_crackers",
"badge_text": "Sponsored"
}
}