Forward to: Commerce Media Team

Commerce Media
Workflows

Ten agent workflows for Criteo's core commerce media platform — shopper graph optimization, retail media monetization, sponsored product intelligence, advertiser domain scoring, commerce audience activation, product catalog analysis, merchant onboarding acceleration, dynamic pricing signals, competitive commerce mapping, and cross-retailer insights using 20 page types across 100M+ domains.

1Shopper Graph Domain Enrichment Pipeline

AI agent enriches Criteo's Commerce Shopper Graph by analyzing /products and /pricing pages across advertiser domains to map product catalogs, pricing tiers, and shopper intent signals — improving ad targeting precision by 40%+ across commerce media campaigns.

1
Ingest Advertiser Product Catalogs from /products Pages
/products /pricing IAB Categories Personas
SHOPPER GRAPH ENRICHMENT — WEEKLY PIPELINE ═══════════════════════════════════════════════ ADVERTISER UNIVERSE: 47,234 active commerce advertisers on Criteo platform DOMAINS SCANNED: 89,456 /products pages extracted this cycle PRODUCT SKUS MAPPED: 12.4M new SKU-to-domain mappings created TOP COMMERCE VERTICALS BY PRODUCT DEPTH: bestbuy.com 234,567 SKUs | Electronics: 89% match rate nordstrom.com 189,234 SKUs | Fashion: 94% match rate homedepot.com 312,456 SKUs | Home Improvement: 91% match rate sephora.com 78,345 SKUs | Beauty: 96% match rate wayfair.com 456,789 SKUs | Furniture: 87% match rate ENRICHMENT FIELDS ADDED PER DOMAIN: IAB Categories: 400+ taxonomy mapping to product verticals Personas: Shopper intent signals (budget/premium/luxury) Countries: Geographic availability for geo-targeted campaigns Domain Ages: Merchant trust scoring (older = more reliable)
2
Map Product Category to IAB Taxonomy
Agent cross-references product catalogs with IAB category enrichment to create precise category-to-ad mappings. This enables Criteo's bidding engine to match shopper intent with the most relevant commerce ads across the open internet.
IAB CATEGORY MAPPING — COMMERCE MEDIA PRECISION ═══════════════════════════════════════════════ bestbuy.com IAB: Technology & Computing > Consumer Electronics Personas: Tech Enthusiast, Early Adopter, Price Comparator PageRank: 8.2/10 — High authority commerce domain sephora.com IAB: Style & Fashion > Beauty Personas: Beauty Enthusiast, Gift Shopper, Luxury Buyer PageRank: 7.8/10 — Premium beauty authority wayfair.com IAB: Home & Garden > Furniture Personas: Homeowner, Interior Designer, First-Time Buyer PageRank: 7.5/10 — Home furnishings leader MATCH IMPROVEMENT: Pre-enrichment CTR: 1.2% (generic category targeting) Post-enrichment CTR: 2.8% (IAB + Persona targeting) Improvement: +133% CTR lift from domain intelligence enrichment
3
Detect New Commerce Domains Entering Market
/products /about Domain Ages OpenPageRank
NEW COMMERCE DOMAIN DETECTION — Q1 2026
Jan 2026 temu.com: /products page expanded to 2.3M SKUs (was 890K). /about: Added US warehouse locations. Domain Age: 2.1 years. Rapid commerce expansion — priority onboarding candidate.
Jan 2026 shein.com: /products added 340K new fashion SKUs. /careers: +234 US logistics roles. PageRank jumped from 5.8 to 7.1. Signal: Major market share grab in fast fashion.
Feb 2026 faire.com: /products launched B2B wholesale catalog (67K SKUs). /partners: Added Shopify integration. Signal: New B2B commerce media opportunity.
Feb 2026 whatnot.com: /products page appeared for first time. Domain Age: 3.2 years. /blog: "Live commerce" category growing. Signal: Emerging live-commerce vertical for Criteo.
4
Output: Shopper Graph Enrichment Report

SHOPPER GRAPH ENRICHMENT — WEEKLY OUTPUT

ENRICHMENT SUMMARY — COMMERCE MEDIA PLATFORM ══════════════════════════════════════════════ DOMAINS ENRICHED THIS CYCLE: New domains added: 1,234 commerce domains with /products pages SKU mappings created: 12.4M new product-to-domain links IAB categories assigned: 47,234 domains with 400+ taxonomy depth Persona signals: 89,456 domains with shopper intent classification Geographic coverage: 34 countries with commerce presence data IMPACT ON COMMERCE MEDIA PERFORMANCE: Targeting precision: +42% improvement in ad-to-product relevance Campaign CTR lift: +133% from enriched audience segments ROAS improvement: +28% for enriched advertiser campaigns New advertiser onboarding: 234 domains auto-qualified this week PRIORITY ACTIONS: 1. Onboard temu.com (2.3M SKUs, high growth trajectory) 2. Expand faire.com B2B commerce media integration 3. Launch live-commerce vertical for whatnot.com category

2Sponsored Product Opportunity Scoring

AI agent analyzes advertiser /products and /pricing pages to identify high-value sponsored product placement opportunities — scoring merchants by catalog depth, pricing competitiveness, and product freshness to optimize Criteo's sponsored product algorithms.

1
Score Merchant Product Catalog Quality
/products /pricing IAB Categories OpenPageRank
SPONSORED PRODUCT OPPORTUNITY SCORING ═══════════════════════════════════════════════ TOP SPONSORED PRODUCT CANDIDATES (by revenue potential): samsung.com Catalog: 45K SKUs | PageRank: 8.9 | Price Comp: HIGH | Score: 96 dyson.com Catalog: 2.3K SKUs | PageRank: 7.4 | Price Comp: PREMIUM | Score: 94 nike.com Catalog: 34K SKUs | PageRank: 8.7 | Price Comp: HIGH | Score: 93 lego.com Catalog: 8.9K SKUs | PageRank: 7.6 | Price Comp: MEDIUM | Score: 91 sonos.com Catalog: 890 SKUs | PageRank: 6.8 | Price Comp: PREMIUM | Score: 89 UNDERSERVED CATEGORIES (high demand, low sponsored coverage): Pet Supplies: 23,456 advertiser domains, only 12% with sponsored products Home Fitness: 8,934 domains, only 8% coverage — HIGH OPPORTUNITY Sustainable: 12,345 domains, only 5% coverage — EMERGING VERTICAL
2
Analyze Competitive Pricing Dynamics
Agent monitors /pricing pages across competing merchants to detect price wars, promotional cycles, and margin compression signals — enabling Criteo to adjust sponsored product bids and prioritize high-margin placements.
Domain Signal
samsung.com — /pricing page shows new trade-in program launch. /products added 12 new Galaxy AI models. /partners page expanded with carrier deals. High-value sponsored product candidate with fresh catalog and competitive pricing.
PRIORITY SPONSORED PLACEMENT — Fresh catalog + competitive pricing
Sector Signal
Consumer Electronics — Sector-wide /pricing pages showing Q1 promotional activity. 78% of electronics advertisers updated pricing in last 30 days. Average discount depth: 15-22%. High sponsored product auction competition expected.
ELEVATED BID COMPETITION — Sector-wide promotional cycle
3
Generate Sponsored Product Revenue Forecast

SPONSORED PRODUCT OPPORTUNITY — QUARTERLY FORECAST

REVENUE OPPORTUNITY BY VERTICAL: ══════════════════════════════════════════════ Electronics: $34.2M incremental (45K new SKUs from 234 advertisers) Fashion: $28.7M incremental (89K SKUs from 567 advertisers) Home & Garden: $19.4M incremental (123K SKUs from 345 advertisers) Beauty: $15.8M incremental (34K SKUs from 189 advertisers) Pet Supplies: $8.9M incremental (underserved — 88% upside) TOTAL INCREMENTAL OPPORTUNITY: $107.0M (next quarter) COVERAGE: 47,234 advertiser domains scored ENRICHMENT: IAB + Personas + PageRank + Domain Ages

3Commerce Audience Activation Engine

AI agent builds high-intent commerce audiences by analyzing /blog, /products, and /case-studies pages across publisher and advertiser domains — identifying shopper intent signals that power Criteo's audience targeting across the open internet.

1
Extract Commerce Intent from Publisher Content
/blog /products Personas IAB Categories
COMMERCE INTENT EXTRACTION — PUBLISHER NETWORK ═══════════════════════════════════════════════ PUBLISHER DOMAINS: 234,567 sites analyzed for commerce intent signals INTENT SIGNALS: 4.2M purchase-intent signals extracted this week HIGH-INTENT PUBLISHER CATEGORIES: wirecutter.com Intent: Product Reviews | Persona: Active Buyer | Score: 97 techradar.com Intent: Comparison Shopping | Persona: Research Phase | Score: 94 allrecipes.com Intent: Ingredient Shopping | Persona: Meal Planner | Score: 91 apartmenttherapy.com Intent: Home Furnishing | Persona: New Mover | Score: 89 thespruce.com Intent: DIY Projects | Persona: Home Improver | Score: 87 AUDIENCE SEGMENTS BUILT: Active Buyers (past 7 days): 12.4M users across 45,678 publishers Research Phase (comparison): 8.9M users across 23,456 publishers Category Explorers: 34.5M users across 89,012 publishers Seasonal Shoppers (Q1 trends): 5.6M users with holiday intent decay
2
Build Lookalike Audiences from Domain Intelligence
Agent uses Personas and IAB Categories enrichment to find publisher domains with similar audience profiles to high-converting sites, expanding Criteo's addressable market without relying on third-party cookies.
LOOKALIKE AUDIENCE EXPANSION — COOKIELESS ═══════════════════════════════════════════════ SEED: Top 100 converting publisher domains on Criteo Common Personas: Active Buyer, Tech Enthusiast, Fashion Forward Common IAB: Shopping, Technology, Style & Fashion Avg PageRank: 6.8 | Avg Domain Age: 8.4 years LOOKALIKE MATCHES (new publisher domains): rtings.com Similarity: 94% | Personas match | IAB: Technology sleepfoundation.org Similarity: 91% | Buyer intent match | IAB: Health outdoorgearlab.com Similarity: 89% | Review site pattern | IAB: Sports babygearlab.com Similarity: 87% | Comparison format | IAB: Family EXPANSION POTENTIAL: Current publisher reach: 234,567 domains Lookalike expansion: +45,678 new domains (+19.5% reach increase) Estimated incremental revenue: $12.3M quarterly
3
Output: Commerce Audience Activation Report

COMMERCE AUDIENCE ACTIVATION — WEEKLY OUTPUT

AUDIENCE SEGMENTS ACTIVATED: ══════════════════════════════════════════════ Active Buyers: 12.4M users | CTR: 3.2% | ROAS: 8.4x Research Phase: 8.9M users | CTR: 2.1% | ROAS: 5.7x Category Explorers: 34.5M users | CTR: 1.4% | ROAS: 3.2x Seasonal Shoppers: 5.6M users | CTR: 0.9% | ROAS: 2.1x COOKIELESS TARGETING PERFORMANCE: Domain-intelligence audiences vs cookie-based: +18% ROAS improvement Coverage gap filled: 45% of impressions now have domain-based signals Third-party cookie dependency reduced: -34% QoQ

4Merchant Onboarding Acceleration

AI agent pre-qualifies new merchant partners by analyzing /about, /products, /legal, and /security pages — automating due diligence to reduce Criteo's merchant onboarding time from weeks to hours while maintaining quality standards.

1
Auto-Score Merchant Domains for Onboarding
/about /products /legal Domain Ages OpenPageRank
MERCHANT ONBOARDING PIPELINE — AUTO-QUALIFICATION ══════════════════════════════════════════════════ CANDIDATES: 3,456 new merchant domains requesting Criteo integration AUTO-APPROVED: 2,134 (61.7%) met all quality thresholds FLAGGED FOR REVIEW: 892 (25.8%) partial compliance AUTO-REJECTED: 430 (12.4%) failed quality checks AUTO-APPROVED (HIGH QUALITY): brooklinen.com PageRank: 6.2 | Age: 9yr | /legal: Complete | /products: 234 SKUs allbirds.com PageRank: 6.8 | Age: 8yr | /legal: Complete | /products: 89 SKUs glossier.com PageRank: 6.5 | Age: 10yr | /legal: Complete | /products: 156 SKUs AUTO-REJECTED (QUALITY FAILURES): cheapgadgets99.com PageRank: 0.3 | Age: 0.2yr | /legal: Missing | Fraud risk luxuryreplica.shop PageRank: 0.1 | Age: 0.1yr | /legal: Missing | Counterfeit flash-deals.xyz PageRank: 0.2 | Age: 0.3yr | Web Filter: Scam | Blocked
2
Validate Merchant Category & Persona Fit
Company Signal
brooklinen.com — /about: Founded 2014, Brooklyn NY. /products: Luxury bedding and bath. IAB: Home & Garden > Bedding. Personas: Millennial Homeowner, Premium Buyer. PageRank 6.2 confirms established authority. Perfect fit for Criteo's premium commerce vertical.
AUTO-APPROVED — All quality thresholds met
Domain Signal
cheapgadgets99.com — Domain Age: 0.2 years. No /legal or /about pages. /products: Low-quality listings with stock images. Web Filtering: Flagged as potential scam. PageRank: 0.3. Multiple fraud indicators — auto-rejected from Criteo platform.
AUTO-REJECTED — Fraud risk: domain age + missing legal + low PageRank
3
Output: Onboarding Acceleration Metrics

MERCHANT ONBOARDING — ACCELERATION REPORT

ONBOARDING EFFICIENCY GAINS: ══════════════════════════════════════════════ Previous avg onboarding time: 14 days (manual review) New avg onboarding time: 4.2 hours (AI-qualified) Time reduction: -98.7% Auto-approval accuracy: 99.2% (vs manual: 97.8%) False positive rate: 0.3% (flagged good merchants) False negative rate: 0.1% (missed bad merchants) QUALITY SIGNALS USED: Domain Age (weight: 0.20) — established merchants preferred PageRank (weight: 0.18) — authority indicates legitimacy /legal presence (weight: 0.15) — compliance readiness /products depth (weight: 0.15) — catalog quality Web Filtering (weight: 0.12) — fraud/scam detection IAB Category (weight: 0.10) — vertical fit assessment Country (weight: 0.10) — geographic eligibility

5Dynamic Pricing Intelligence for Commerce Ads

AI agent monitors /pricing pages across 100M+ domains to detect promotional cycles, clearance events, and price changes in real-time — enabling Criteo to dynamically adjust ad creatives and bid strategies for maximum commerce media ROI.

1
Monitor Pricing Page Changes Across Advertisers
/pricing /products Countries
PRICING INTELLIGENCE — REAL-TIME MONITORING ═══════════════════════════════════════════════ MONITORED: 47,234 advertiser /pricing pages on Criteo platform CHANGES DETECTED: 3,456 pricing updates in last 24 hours PROMOTIONAL EVENTS: 234 new sales/clearance events detected MAJOR PRICING EVENTS (last 24 hours): target.com Spring Sale: -20% sitewide — 45K SKUs affected macys.com Clearance Event: -40% winter items — 12K SKUs nike.com Price increase: +8% on new releases — 234 SKUs adidas.com Flash sale: -30% on Ultraboost — limited time williams-sonoma.com Warehouse sale: -50% select items — 5.6K SKUs
2
Adjust Bid Strategy Based on Pricing Signals
When advertisers launch promotions, conversion rates spike. Agent detects /pricing changes and automatically recommends bid increases during promotional windows to capture higher-converting traffic at optimal CPA.
BID STRATEGY ADJUSTMENTS — PRICING-DRIVEN ═══════════════════════════════════════════════ target.com Sale detected → Bid: +35% | Expected CVR: +89% macys.com Clearance detected → Bid: +45% | Expected CVR: +120% nike.com Price increase → Bid: -15% | Expected CVR: -12% adidas.com Flash sale → Bid: +60% | Expected CVR: +145% (time-limited) HISTORICAL CORRELATION: Promotional /pricing changes → +67% avg CVR within 24 hours Price increases → -18% avg CVR within 48 hours Clearance events → +134% CVR but -23% AOV (volume play)
3
Output: Pricing Intelligence Impact

PRICING INTELLIGENCE — PERFORMANCE IMPACT

AUTOMATED BID ADJUSTMENTS THIS WEEK: ══════════════════════════════════════════════ Bid increases triggered: 2,345 campaigns (promotional events) Bid decreases triggered: 456 campaigns (price increases) Revenue captured during promotions: $8.9M incremental CPA improvement: -23% during promotional windows ROAS improvement: +34% vs non-pricing-aware bidding

6Cross-Retailer Commerce Intelligence

AI agent maps product availability and pricing across multiple retailer domains — enabling Criteo to route shoppers to the best-converting retailer for each product and optimize commerce media revenue across the entire retail ecosystem.

1
Map Product Availability Across Retailers
/products /pricing Countries IAB Categories
CROSS-RETAILER PRODUCT MAPPING ═══════════════════════════════════════════════ PRODUCT: Sony WH-1000XM5 Headphones bestbuy.com Price: $348 | In stock | Free shipping | CVR: 4.2% amazon.com Price: $328 | In stock | Prime eligible | CVR: 5.1% target.com Price: $348 | In stock | REDcard -5% | CVR: 3.8% walmart.com Price: $318 | In stock | Lowest price | CVR: 4.5% bhphotovideo.com Price: $348 | In stock | No free ship | CVR: 2.1% OPTIMAL ROUTING RECOMMENDATION: Price-sensitive shoppers → walmart.com ($318, lowest price) Convenience shoppers → amazon.com (highest CVR, Prime) Loyalty shoppers → target.com (REDcard discount) CROSS-RETAILER COVERAGE: 4.2M products mapped across 234 retailers
2
Optimize Retailer Selection for Maximum Revenue
Retailer Signal
walmart.com — /pricing updated with "Everyday Low Price" guarantee across 890K SKUs. /products expanded with marketplace sellers. Countries: US, CA, MX. PageRank: 9.1. Highest conversion for price-sensitive segments on Criteo network.
PRIORITY ROUTING — Best price-to-conversion ratio
Category Signal
Consumer Electronics — Cross-retailer price variance averaging 8.4% on identical products. Best Buy and Amazon competing aggressively on new releases. Walmart undercutting on evergreen items. Signal: Route new launches to Best Buy/Amazon, evergreen to Walmart.
DYNAMIC ROUTING — Category-specific retailer selection
3
Output: Cross-Retailer Revenue Optimization

CROSS-RETAILER INTELLIGENCE — REVENUE IMPACT

INTELLIGENT ROUTING PERFORMANCE: ══════════════════════════════════════════════ Avg CVR with intelligent routing: 4.8% (vs 3.1% random) Revenue per click improvement: +54% Shopper satisfaction (return rate): -12% (better price matching) Retailer coverage: 234 retailers across 34 countries

7Commerce Media Partner Ecosystem Mapping

AI agent analyzes /partners and /api pages across the adtech ecosystem to identify integration opportunities, competitive threats, and strategic partnership targets for Criteo's commerce media platform expansion.

1
Map Commerce Media Ecosystem from /partners Pages
/partners /api /products IAB Categories
COMMERCE MEDIA ECOSYSTEM MAP — Q1 2026 ═══════════════════════════════════════════════ CRITEO INTEGRATION ECOSYSTEM: Current /partners mentions of Criteo: 4,567 domains Growth: +23% QoQ (was 3,712 in Q4 2025) COMPETITOR ECOSYSTEM SIZE: The Trade Desk: 8,234 /partners mentions | +18% QoQ Google Ads: 45,678 /partners mentions | +3% QoQ (mature) Meta Ads: 34,567 /partners mentions | -2% QoQ (declining) Amazon Ads: 12,345 /partners mentions | +34% QoQ CitrusAd: 1,234 /partners mentions | +67% QoQ (watch) NEW INTEGRATION OPPORTUNITIES: shopify.com /api: 789 endpoints | /partners: No Criteo listed — HIGH PRIORITY bigcommerce.com /api: 234 endpoints | /partners: Criteo listed as "beta" wix.com /api: 156 endpoints | /partners: No commerce media listed
2
Track Competitive Partnership Movements
PARTNERSHIP ECOSYSTEM CHANGES — LAST 90 DAYS
Dec 2025 shopify.com: /partners added The Trade Desk as "preferred commerce partner." /api: New retail media endpoints launched. Competitive threat — Criteo losing ground on Shopify ecosystem.
Jan 2026 instacart.com: /partners added Criteo as "retail media technology partner." /press: Joint announcement on grocery retail media. Partnership win — grocery vertical expansion.
Feb 2026 citrusad.com: /partners grew from 234 to 567 retailer integrations. /careers: +89 roles. /api: 45 new endpoints. Signal: Fast-growing competitor in retail media space.
Feb 2026 amazon.com: /api added 78 new advertising endpoints. /partners: Expanded DSP partner list. Signal: Amazon Ads ecosystem accelerating — competitive pressure on Criteo's retail media.
3
Output: Ecosystem Intelligence Report

PARTNER ECOSYSTEM — STRATEGIC INTELLIGENCE

STRATEGIC RECOMMENDATIONS: ══════════════════════════════════════════════ 1. URGENT: Accelerate Shopify partnership (TTD gaining ground) 2. DEFEND: Monitor CitrusAd expansion (+67% QoQ partner growth) 3. EXPAND: Leverage Instacart win for grocery vertical domination 4. WATCH: Amazon Ads API expansion threatening open internet share ECOSYSTEM HEALTH SCORE: 72/100 Growing: +23% QoQ partner mentions Risk: Shopify ecosystem loss to The Trade Desk Opportunity: 45,678 publisher domains without commerce media partner

8Seasonal Commerce Pattern Detection

AI agent detects seasonal commerce patterns by analyzing /products, /blog, and /events pages across retailer domains — predicting demand spikes 4-8 weeks before they materialize to optimize Criteo's inventory allocation and bid strategies.

1
Detect Early Seasonal Signals Across Retailers
/products /blog /events Personas
SEASONAL PATTERN DETECTION — EARLY WARNING ═══════════════════════════════════════════════ CURRENT PERIOD: February 2026 (Pre-Spring) DOMAINS ANALYZED: 47,234 retailer /products and /blog pages EARLY SPRING SIGNALS DETECTED: target.com /products: Spring collection uploaded 6 weeks early lowes.com /blog: "Spring garden prep" content surge (+234% YoY) nordstrom.com /products: Resort wear category expanded +45% rei.com /events: Spring outdoor gear launch event listed wayfair.com /products: Patio furniture catalog +89% vs last year PREDICTED DEMAND SPIKES (4-8 weeks out): Garden & Outdoor: +156% demand expected (lead time: 4 weeks) Spring Fashion: +89% demand expected (lead time: 6 weeks) Home Improvement: +67% demand expected (lead time: 5 weeks) Travel Accessories: +45% demand expected (lead time: 8 weeks)
2
Pre-Allocate Commerce Media Inventory
Agent recommends inventory pre-allocation for anticipated seasonal demand, ensuring Criteo secures premium ad placements before competition drives up CPMs. Historical accuracy of seasonal predictions: 87% within 10% of actual demand.
Sector Signal
Garden & Outdoor — 89% of garden retailers uploaded spring catalogs to /products pages. /blog content volume up 234% YoY for "spring garden" keywords. /events pages showing garden expos starting March. Signal: Pre-allocate 156% more inventory for garden vertical.
PRE-ALLOCATE NOW — Seasonal demand 4 weeks out
Company Signal
lowes.com — /products: 12,345 new garden SKUs added. /blog: 34 spring prep articles published (vs 8 last year). /events: 5 in-store garden events scheduled. /careers: +45 seasonal garden department roles. Signal: Major spring investment — increase Lowe's commerce media allocation.
INCREASE ALLOCATION — Multi-signal seasonal investment confirmed
3
Output: Seasonal Commerce Forecast

SEASONAL PATTERN — COMMERCE FORECAST

Q1 2026 SEASONAL PREDICTIONS: ══════════════════════════════════════════════ Garden & Outdoor: $23.4M estimated commerce media revenue Spring Fashion: $18.9M estimated commerce media revenue Home Improvement: $15.2M estimated commerce media revenue EARLY MOVER ADVANTAGE: Pre-allocated inventory CPM: $4.20 (locked in Feb) Expected peak season CPM: $7.80 (March-April) Savings from early allocation: -46% CPM vs peak

9Commerce Media Compliance Monitor

AI agent monitors /legal, /compliance, and /security pages across advertiser and publisher domains to ensure Criteo's commerce media network meets regulatory requirements — GDPR, CCPA, DSA compliance, and advertising standards across all markets.

1
Audit Legal and Compliance Pages Across Network
/legal /compliance /security Countries Web Filtering Categories
COMMERCE MEDIA COMPLIANCE AUDIT — WEEKLY ═══════════════════════════════════════════════ NETWORK SIZE: 234,567 publisher + 47,234 advertiser domains COMPLIANT: 267,345 (94.9%) meet all regulatory thresholds NON-COMPLIANT: 14,456 (5.1%) need remediation or removal COMPLIANCE BY REGULATION: GDPR (EU): 97.2% compliant | 2,345 domains missing consent banners CCPA (US): 96.8% compliant | 1,234 domains missing opt-out links DSA (EU): 89.4% compliant | 8,901 domains need ad labeling updates COPPA (US): 99.1% compliant | 234 children's sites need verification HIGH-RISK NON-COMPLIANT DOMAINS: fastclick-deals.com /legal: Missing entirely | Country: EU | GDPR violation risk cheap-products.eu /compliance: Outdated 2023 | DSA non-compliant mega-shop.co.uk /security: No HTTPS | /legal: No cookie consent
2
Track Regulatory Changes Impacting Commerce Media
REGULATORY COMPLIANCE TIMELINE
Jan 2026 EU Digital Services Act: /compliance pages updated across 12,345 EU publisher domains. 8,901 still pending ad transparency requirements. 60-day remediation deadline for DSA compliance.
Feb 2026 California CPRA: /legal pages on 3,456 US publisher domains updated with new opt-out mechanisms. 1,234 domains still using outdated CCPA language. Signal: Auto-flag for compliance team review.
Feb 2026 UK Online Safety Act: /compliance pages appearing on 5,678 UK domains. New age verification requirements for commerce sites selling age-restricted products. Signal: Update Criteo ad serving rules for UK market.
3
Output: Compliance Risk Dashboard

COMPLIANCE MONITOR — RISK DASHBOARD

NETWORK COMPLIANCE STATUS: ══════════════════════════════════════════════ Overall compliance rate: 94.9% (target: 98%) Domains requiring action: 14,456 Auto-suspended (critical violations): 234 Revenue at risk from non-compliance: $2.3M/quarter PRIORITY ACTIONS: 1. DSA remediation: 8,901 EU domains need ad labeling (60-day deadline) 2. CCPA updates: 1,234 US domains need opt-out mechanism 3. UK OSA preparation: Age verification for 567 restricted product domains

10Commerce Media Revenue Forecasting Engine

AI agent generates revenue forecasts for Criteo's commerce media business by analyzing aggregate signals across advertiser /products, /pricing, /careers, and /investors pages — predicting advertiser spend changes, new vertical opportunities, and churn risk 2-4 quarters forward.

1
Aggregate Advertiser Health Signals
/careers /products /investors OpenPageRank IAB Categories
REVENUE FORECASTING — ADVERTISER HEALTH SIGNALS ═══════════════════════════════════════════════════ GROWING ADVERTISERS (spend increase predicted): samsung.com /careers: +23% marketing roles | /products: +34% SKUs | Score: 92 dyson.com /careers: +18% digital roles | /products: +12% SKUs | Score: 88 lululemon.com /careers: +28% e-comm roles | /investors: growth guidance | Score: 91 on-running.com /careers: +45% digital roles | /products: +67% SKUs | Score: 94 DECLINING ADVERTISERS (spend decrease or churn risk): bed-bath-beyond.com /careers: -78% | /products: Stale 6 months | Score: 12 joann.com /careers: -34% | /investors: Restructuring | Score: 28 pier1.com /products: Page removed | /about: Liquidation notice | Score: 5
2
Predict Advertiser Spend & Churn
Company Signal
on-running.com — /careers: +45% digital marketing roles (strongest growth in footwear). /products: 67% more SKUs added. /investors: Revenue guidance raised. /blog: "Digital-first strategy" announced. Predicted spend increase: +$2.4M next quarter on Criteo platform.
SPEND INCREASE PREDICTED — +$2.4M (high confidence)
Company Signal
joann.com — /careers: -34% across all departments. /investors: Restructuring filing detected. /products: No new additions in 90 days. /press: Store closure announcements. Churn risk: 89%. Revenue at risk: $890K/quarter on Criteo platform.
CHURN RISK: 89% — Proactive retention intervention recommended
3
Output: Commerce Media Revenue Forecast

COMMERCE MEDIA REVENUE FORECAST — Q2 2026

REVENUE FORECAST SUMMARY: ══════════════════════════════════════════════ Base revenue (current run rate): $245M/quarter Growth from expanding advertisers: +$18.4M New advertiser onboarding: +$8.9M Churn risk offset: -$4.2M Seasonal adjustment (Q2 spring): +$12.3M FORECAST: $280.4M (Q2 2026) — +14.5% QoQ growth CONFIDENCE: 87% (based on 47,234 advertiser domain signals) KEY RISKS: Retail sector softening, DSA compliance delays KEY UPSIDE: Garden/outdoor seasonal spike, new vertical launches
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