Retail Media Attribution

Incremental is a measurement platform delivering consistent third‑party metrics for retail media buyers, brands, and agencies. It integrates with major omni‑channel buying tools, models commerce variables to forecast sales, and replaces last‑touch attribution with incrementality.

Centralized retail media platform to manage ads across Walmart, Amazon, Instacart, Kroger, Target and other networks from one interface. AI-driven agents automate budgeting and bidding toward custom goals, with unified reporting and catalog/API integrations.

Quartile is an AI‑driven retail media platform that aggregates data from Amazon, Walmart, Instacart, and major ad networks, offering product‑level campaign management, dynamic bidding, hourly placement adjustments, and detailed reporting to help e‑commerce brands optimize spend and reach new shopper

GoWit is an omnichannel retail media platform that monetizes advertising across on‑site, off‑site, and in‑store channels using first‑party shopper data. It offers white‑label integration, AI‑driven media planning, bid management, and unified cross‑channel reporting.

TrueROAS centralizes ad attribution by integrating server‑side tracking across Meta and Google Ads, applying AI to identify revenue‑driving touchpoints. It syncs with e‑commerce platforms, displays real‑time ROAS, CPA, and LTV, enabling data‑driven budget allocation and campaign scaling.

WorkMagic automates incremental lift testing with geo‑based holdouts, integrating Shopify and other data to deliver real‑time media mix projections and budget allocation recommendations for paid channels while identifying halo effects across sales channels.

Lebesgue centralizes eCommerce data from Shopify, WooCommerce, Meta, Google, TikTok, Klaviyo, Amazon, and GA4 into a unified dashboard. It offers first‑party attribution, C‑LTV modeling, product performance, competitive benchmarking, and AI‑guided budget recommendations.

Unlock Power AI Retail enhances retail operations with predictive insights, optimizing inventory management, customer engagement, and loss prevention. It analyzes foot traffic and conversion rates to improve store layout and promotional strategies, driving overall efficiency and effectiveness.

V‑Retail AI provides a live visitor dashboard and real‑time chat, voice, or low‑bandwidth video support for remote site navigation. Its AI offers contextual product suggestions, sentiment‑aware dialogue, and automatic omnichannel retargeting, boosting conversions across B2B and B2C e‑commerce.

Roadway aggregates performance‑marketing data from multiple sources into a single warehouse‑native workspace, enabling cross‑channel attribution, KPI dashboards, and AI‑driven weekly insights. Users can monitor campaigns, visualize CAC, payback, churn, and execute recommendations directly.

Polar consolidates Shopify, Amazon, and POS data into a single dashboard, leveraging Snowflake for scalable queries. A semantic layer supplies pre‑built metrics, while AI agents deliver tailored insights. Incrementality tests validate marketing impact, and role‑based permissions control team access.

Promoted is an end‑to‑end paid‑media platform that integrates DSPs, audience targeting, and programmatic buying across search, display, native, video, and audio. It offers automated media planning, bid management, attribution, and reporting to optimize ROI for agencies, brands, and in‑house teams.

Testmarket connects buyers with sellers offering discounted or free products in exchange for reviews. Users browse categories, receive rebates, and get payouts via PayPal or bank transfer. Sellers gain brand visibility on U.S. marketplaces and access analytics for keyword targeting.

Retalon: AI tool for retail intelligence, providing predictive analytics from planning to markdowns. Enhance profitability through trend prediction, inventory optimization, and informed decision-making for retailers. Based in Toronto, Canada.

Growify is a marketing attribution and analytics software that enables users to track marketing performance across channels, offering multi-touch attribution, real-time analytics, and customizable reporting for data-driven decision-making and campaign optimization.

Meerkat Analytics aggregates Shopify store data into visual dashboards, segmenting customers and attributing sales to precise touchpoints. It delivers real‑time insights on demographics, lifetime value, and channel impact, enabling swift adjustments to ad spend and product assortment.

By the Numbers delivers real‑time Shopify analytics, segmenting customers and generating RFM loyalty and cohort reports, with 50+ e‑commerce metrics. Its 75+ dynamic filters and cross‑channel ROI insights streamline email, Meta, Google, TikTok campaigns—no code needed.

Booleanmaths is a marketing attribution tool that consolidates data from multiple sources to track customer journeys and measure conversions. It offers advanced analytics and server-side tracking for improved data accuracy and enhanced return on ad spend.

Albert.ai automates paid media Google, Meta, TikTok, Bing, and more, adjusting audience segments, spend, and creatives to boost ROI. It integrates with existing ad accounts, aggregates cross‑channel data, and handles bidding, scheduling, and reporting, freeing marketers to focus on strategy.

Base for Music centralizes marketing data for music entities, delivering real‑time campaign analytics, Spotify popularity scores, and audience profiling. It supports targeted advertising, personalized smartlinks, ticket and merch revenue integration, enabling teams to adjust strategies instantly for

Particl tracks sales, pricing, inventory, and promotions for 10,000+ competitors, offering SKU‑level insights. Real‑time assortment analysis shows overlap and gaps, while benchmarking highlights profitable categories. Promotion monitoring reveals how competitor actions influence sales trends.

42Signals AI delivers real‑time e‑commerce intelligence, tracking product listings, pricing, and search performance across major marketplaces. It monitors unauthorized sellers, provides price alerts, and analyzes customer reviews to inform inventory and marketing decisions.

Tresl Segments analyzes Shopify store data with RFM and cohort methods, classifying customers into groups like loyal or at‑risk. Users build segments via AI, sync them to marketing channels in time, and view insights on lifetime value and campaign performance.

AdsGency AI centralizes ad creation, targeting, automation, and analytics across Google, Facebook, and Instagram. It builds 360° audience profiles, auto‑generates tailored copy and visuals, and offers real‑time performance tracking for quick budget and creative adjustments.

Reetail is a Stripe‑based marketplace app that lets indie and small businesses create no‑code online stores. It offers custom domains, local pickup, QR ordering, five themes, Apple/Google Pay, multi‑currency, and automatic Stripe sync.

Trend Rocket gathers publicly available Shopify brand data, scoring scalability and delivering trend‑viability reports through a unified dashboard. It tracks real‑time sales, ad spend, and social engagement, enabling product research, supplier estimation, and competitor benchmarking.

Flame Analytics is an AI-driven spatial analytics platform that measures venue performance, tracks customer flow, and boosts visitor loyalty. Its advanced Hypersensor technology optimizes staff planning, enhances marketing strategies, and ensures privacy protection for retail, hospitality, and publ

Rargus turns app reviews, support tickets, social media, and other customer feedback into structured insights. It consolidates multi‑channel data to help product managers, UX teams, and marketers prioritize features, refine experiences, and monitor brand loyalty.

Unified Data‑Driven Merchandising platform bundles Fit Predictor, Style Finder, and Outfit Maker into a single integration point. It delivers instant size recommendations, visual search, and hyper‑personalized outfit suggestions, boosting conversion, AOV, and repeat purchases.

DataHawk aggregates daily SKU‑level data, ad metrics, and profitability signals across Amazon, Walmart, and other e‑commerce channels, delivering real‑time dashboards, AI alerts for KPI shifts, ROAS optimization, and multi‑account BI‑integrated reporting.

ASK BOSCO® centralizes marketing and e‑commerce data from Google Analytics, Shopify, Salesforce, and Facebook, delivering automated, channel‑wide performance reports. Its predictive algorithms generate 96 % accurate budget forecasts, while benchmarking and custom dashboards aid precise media spend d

The Cyntra AI Self-Service Kiosk combines facial recognition and RFID tech for fast, AI-enhanced retail experiences. It boosts efficiency, sales, and offers engaging customer interactions across industries.

Social Places centralizes franchise listing management, reputation monitoring, and local page creation across search engines, directories, and maps. It offers omni‑channel customer care, AI sentiment analysis, a unified campaign dashboard for 100+ channels, and a white‑label booking system.

Blue is an AI-powered revenue optimization platform for e-commerce brands. It detects revenue-impacting events in real-time, helping to identify and address revenue leaks and user engagement issues swiftly, ultimately optimizing conversion rates and maximizing revenue potential.

SherlockAI delivers real‑time consumer movement and behavior insights by aggregating millions of data points updated every minute. It offers block‑level global movement resolution, GDPR‑compliant privacy, and API access for actionable predictions.

Adinspiration offers 500+ Meta ad templates pre‑tested by high‑revenue e‑commerce brands, ready to copy, paste, and tweak in Canva within minutes. It cuts creative time, tracks ROAS/CTR, and supports diverse ad formats and niches.

Marketer.com merges Meta and Google ad management, content creation, and analytics into a single dashboard for e‑commerce brands. It auto‑allocates budgets, tracks results, produces ads, videos, emails, and product images from existing assets, and AI insights suggest optimizations while integrating

Arena Group is a digital publishing network that leverages proprietary audience data to offer precise advertising, commerce, and branded content solutions. It enables targeted campaigns across display, programmatic, and e-commerce channels, with full-funnel measurement and optimization.

Iron Pulley delivers Google Shopping, Performance Max, DCO and CTV advertising tools with AI-driven product feed management, catalog-level video and dynamic creatives, scalable API/CRAGE integrations, first-party data activation, and measurement for improved conversion and ROAS.

Newor Media is an AI‑driven ad management platform that automates bidding, optimizes placements, and delivers real‑time analytics across multiple exchanges, improving revenue per impression while preserving site speed and user experience.

Two Minute Reports automates multi-channel marketing reporting by consolidating data from Facebook Ads, Google Ads, GA4 and 30+ sources, generating branded Google Sheets/Looker Studio reports, fast cached dashboards, real-time error alerts, and ROI-focused spend-to-revenue views.