Mirakl is the marketplace OS, and now transactional agentic. Dataïads does not operate that layer. We work paid-media catalog performance: multimodal enrichment, Catalog Ads, post-click. Almost two categories, often side by side.
Dataïads customer feedback highlights the tool's effectiveness for running large international acquisition strategies and crossing advertising, product-feed and site data.
Your priority is operating or joining marketplaces / dropship, activating Mirakl Ads, or selling on LLMs via Agentic Activation (Copilot). Connect list pricing from Growth; Platform and Agentic Activation stay enterprise SaaS. That is their job, not ours.
You already run a marketplace, or not. You want direct Google and Meta performance, plus post-click. 500 SKUs or more.
Already adopted by retailers and brands that treat catalog performance marketing as a primary growth lever. Google-certified Generative AI for Marketing 2026 referent: our teams run it managed, your agency runs it, or you go self-service. See our clients
A natural combo: Mirakl for marketplace, retailer retail media and Agentic Channels; Dataïads upstream or in parallel to enrich the multimodal feed and activate Google / Meta through post-click. The same catalog feeds both layers.
| Key feature | Mirakl | Dataïads |
|---|---|---|
| Marketplace / dropship platform and retailer retail media (Mirakl Platform, Ads) | Yes | No out of scope |
| Direct selling on LLMs (Agentic Channels) | Yes | Partial agent-ready chain + Agentic Commerce Index, no native LLM transactional integration |
| Catalog enrichment for LLM discovery / AEO (GEO readiness) | Yes | Yes Q&A pairs, agent-ready attributes, Smart GEO Page |
| Generated Catalog Ads for Meta and social | No Mirakl Ads = retailer retail media, not advertiser Meta Catalog Ads | Yes Smart Creative, dynamic creatives (title, price, promo) from the feed |
| Conversion-optimized landing pages (Shopping / Meta traffic) | No | Yes Smart Landing Page, premium UX, A/B tested |
| Owned intent pages cited by AI (GEO landing) | No enriches for LLMs and sells on Copilot; no owned Smart GEO Page | Yes Smart GEO Page · URL, JSON-LD, from the feed |
| Nationality | 🇫🇷 France (Paris & Boston HQs) | 🇫🇷 France |
| Mirakl | Dataïads |
|---|---|
| Marketplace / dropship platform and retailer retail media (Mirakl Platform, Ads) | |
| Yes | No out of scope |
| Direct selling on LLMs (Agentic Channels) | |
| Yes | Partial agent-ready chain + Agentic Commerce Index, no native LLM transactional integration |
| Catalog enrichment for LLM discovery / AEO (GEO readiness) | |
| Yes | Yes Q&A pairs, agent-ready attributes, Smart GEO Page |
| Generated Catalog Ads for Meta and social | |
| No Mirakl Ads = retailer retail media, not advertiser Meta Catalog Ads | Yes Smart Creative, dynamic creatives (title, price, promo) from the feed |
| Conversion-optimized landing pages (Shopping / Meta traffic) | |
| No | Yes Smart Landing Page, premium UX, A/B tested |
| Owned intent pages cited by AI (GEO landing) | |
| No enriches for LLMs and sells on Copilot; no owned Smart GEO Page | Yes Smart GEO Page · URL, JSON-LD, from the feed |
| Nationality | |
| 🇫🇷 France (Paris & Boston HQs) | 🇫🇷 France |
Mirakl has widened its OS: Catalog Transformer and Agentic Product Enrichment rewrite titles, descriptions and attributes for LLM discovery, with a GEO Readiness Analyzer and agentic channels (Copilot first). That is a real lead on transactional agentic commerce. It is not the same job as making a catalog hold in Meta Catalog Ads or Google Shopping: dataiadsBot collects USPs and reviews from your site, multimodal AI creates channel-calibrated text and lifestyle visuals, Smart Creative turns them into creatives. Two enrichments, two destinations.
e-commerce packshot editorial packshot · vitamin C 
Mirakl Ads monetizes retailer traffic. Agentic Channels opens selling on LLMs. Neither generates your Meta Catalog Ads, optimizes your Google Shopping, or controls post-click on your campaigns. Dataïads covers that direct paid media: enriched feed, Meta Catalog Ads, Google Shopping, landings, Stories, then Smart GEO Page, owned intent pages, distinct from GEO enrichment to sell on Copilot.
Dataïads · 6/6 
Mirakl · 1/6 Mirakl covers marketplace, retailer retail media and LLM selling. Dataïads enriches the catalog and covers Meta, Google Shopping and post-click.
Post-click landing pages for Shopping and Meta traffic: the clicked product, a relevant catalog and AI recommendations from the first scroll. No CMS, no IT, A/B tested.
Missing in Mirakl
Catalog Ads generated from the feed: dynamic title, price, strikethrough and promo baked into the creative (feed, Stories, carousel).
Missing in Mirakl Shopping visuals and attributes optimized for the SERP: strong packshot, title, price, free shipping.
Missing in Mirakl
On Meta, the experience is full-screen and vertical. The Stories Landing Page keeps that immersion through purchase, generated from your feed, no IT.
Missing in Mirakl
A listing page driven by the enriched feed: filters, grid and merchandising to capture category intent.
Missing in Mirakl
Full marketplace PDP: gallery, buy box, bullets and cross-sell. Catalog ready to convert off-site.
GEO pages built to be cited by AI. One prompt, one page for intent: clean URL, structured content, JSON-LD, generated from your product feed, no IT.
Missing in MiraklDataïads activates the feed, Shopping, post-click and owned GEO. Mirakl plays marketplace, retailer Ads and LLM.
Even with Catalog Transformer, AI image optimization (marketplace resize / background) and Agentic Activation, Mirakl does not produce dynamic Meta Catalog Ads, catalog Video Ads, or post-click landings. Those modules stay outside their OS, and that is expected. Dataïads makes them the core: Smart Creative (title, price, promo in the visual), Smart Landing Page, Stories Landing Page. You can plug an enriched Dataïads feed upstream of Connect or Agentic Activation, and keep the direct media layer in parallel.
Mirakl orchestrates the feed and distribution. No catalog creative engine, no post-click activation, no asset studio connected to the feed. Dataïads closes the gap: rigorous semantic enrichment (titles, attributes), and on top multimodal image, synchronized with Feed Enrich. That data powers activations across the customer journey and conversion funnel, from the same catalog.
Multimodal catalog enrichment (text + visuals) in the feed.
Automation of Catalog Ads & Video Ads enriched with feed data.
Shopping Ads landing pages, Stories LP, Smart GEO Page.
Multimodal assets for every ecommerce content need. Multi-model / multimodal studio branched on the feed.
Examples produced by Smart Creative from an enriched feed.
| Criterion | Mirakl | Dataïads |
|---|---|---|
| Marketplace / dropship platform and retailer retail media (Mirakl Platform, Ads) | Yes | No out of scope |
| Third-party seller onboarding on an operated marketplace | Yes | No out of scope |
| Seller multichannel syndication (marketplaces + stock/price sync) | Yes | Partial enriched feed usable as input to the connector |
| Retailer retail media (retailer traffic monetization) | Yes | No out of scope : Google / Meta advertiser-side focus |
| Mirakl | Dataïads |
|---|---|
| Marketplace / dropship platform and retailer retail media (Mirakl Platform, Ads) | |
| Yes | No out of scope |
| Third-party seller onboarding on an operated marketplace | |
| Yes | No out of scope |
| Seller multichannel syndication (marketplaces + stock/price sync) | |
| Yes | Partial enriched feed usable as input to the connector |
| Retailer retail media (retailer traffic monetization) | |
| Yes | No out of scope : Google / Meta advertiser-side focus |
| Criterion | Mirakl | Dataïads |
|---|---|---|
| Direct selling on LLMs (Agentic Channels) | Yes | Partial agent-ready chain + Agentic Commerce Index, no native LLM transactional integration |
| Catalog enrichment for LLM discovery / AEO (GEO readiness) | Yes | Yes Q&A pairs, agent-ready attributes, Smart GEO Page |
| Owned intent pages cited by AI (GEO landing) | No enriches for LLMs and sells on Copilot; no owned Smart GEO Page | Yes Smart GEO Page · URL, JSON-LD, from the feed |
| Mirakl | Dataïads |
|---|---|
| Direct selling on LLMs (Agentic Channels) | |
| Yes | Partial agent-ready chain + Agentic Commerce Index, no native LLM transactional integration |
| Catalog enrichment for LLM discovery / AEO (GEO readiness) | |
| Yes | Yes Q&A pairs, agent-ready attributes, Smart GEO Page |
| Owned intent pages cited by AI (GEO landing) | |
| No enriches for LLMs and sells on Copilot; no owned Smart GEO Page | Yes Smart GEO Page · URL, JSON-LD, from the feed |
| Criterion | Mirakl | Dataïads |
|---|---|---|
| AI product data optimization | Yes | Yes multimodal generative AI, expert prompts by category |
| Contextual attributes via generative AI | Yes | Yes new data created by multimodal AI (text + image) |
| Data collection from your own site | No catalog ingestion / connectors, no advertiser-site bot | Yes dataiadsBot: USP, reviews, materials |
| Multilingual localization | Partial depending on Connect channels and markets covered | Yes all languages via multimodal AI |
| Mirakl | Dataïads |
|---|---|
| AI product data optimization | |
| Yes | Yes multimodal generative AI, expert prompts by category |
| Contextual attributes via generative AI | |
| Yes | Yes new data created by multimodal AI (text + image) |
| Data collection from your own site | |
| No catalog ingestion / connectors, no advertiser-site bot | Yes dataiadsBot: USP, reviews, materials |
| Multilingual localization | |
| Partial depending on Connect channels and markets covered | Yes all languages via multimodal AI |
| Criterion | Mirakl | Dataïads |
|---|---|---|
| Product visual optimization and enrichment | Partial Connect AI image optimization: resize, background, marketplace ratio (add-on) | Yes cutout, cropping, native per-channel formats |
| AI lifestyle scene generation | No marketplace visual compliance, no lifestyle Gen | Yes Lifestyle Gen, by tiers |
| Generated Catalog Ads for Meta and social | No Mirakl Ads = retailer retail media, not advertiser Meta Catalog Ads | Yes Smart Creative, dynamic creatives (title, price, promo) from the feed |
| Dynamic catalog video | No | Yes automated MP4/MOV outputs |
| Mirakl | Dataïads |
|---|---|
| Product visual optimization and enrichment | |
| Partial Connect AI image optimization: resize, background, marketplace ratio (add-on) | Yes cutout, cropping, native per-channel formats |
| AI lifestyle scene generation | |
| No marketplace visual compliance, no lifestyle Gen | Yes Lifestyle Gen, by tiers |
| Generated Catalog Ads for Meta and social | |
| No Mirakl Ads = retailer retail media, not advertiser Meta Catalog Ads | Yes Smart Creative, dynamic creatives (title, price, promo) from the feed |
| Dynamic catalog video | |
| No | Yes automated MP4/MOV outputs |
| Criterion | Mirakl | Dataïads |
|---|---|---|
| Conversion-optimized landing pages (Shopping / Meta traffic) | No | Yes Smart Landing Page, premium UX, A/B tested |
| Immersive Meta and Stories experiences | No | Yes Stories Landing Page |
| Direct Google Shopping and Meta Catalog Ads performance | No marketplace / LLM / retailer retail media scope | Yes Feed Enrich + Smart Creative |
| Mirakl | Dataïads |
|---|---|
| Conversion-optimized landing pages (Shopping / Meta traffic) | |
| No | Yes Smart Landing Page, premium UX, A/B tested |
| Immersive Meta and Stories experiences | |
| No | Yes Stories Landing Page |
| Direct Google Shopping and Meta Catalog Ads performance | |
| No marketplace / LLM / retailer retail media scope | Yes Feed Enrich + Smart Creative |
| Criterion | Mirakl | Dataïads |
|---|---|---|
| Support model | Yes | Yes our teams, your agency, or self-service |
| Public pricing | Partial Connect public (Growth $699/mo+); Platform / Ads / Agentic Activation = enterprise | Partial quote-based on catalog volume and modules |
| Paid media search & social specialization | Generalist marketplaces, retailer retail media and agentic activation | Specialist paid media search & social specialization: Google, Meta, TikTok, Pinterest, Snapchat |
| Compliance with the EU AI Act | compliant (Art. 50 transparency) | |
| Nationality | 🇫🇷 France (Paris & Boston HQs) | 🇫🇷 France |
| International presence | Yes 🇫🇷 · 🇺🇸 | Yes offices in FR · ES, live in 20 countries |
| Mirakl | Dataïads |
|---|---|
| Support model | |
| Yes | Yes our teams, your agency, or self-service |
| Public pricing | |
| Partial Connect public (Growth $699/mo+); Platform / Ads / Agentic Activation = enterprise | Partial quote-based on catalog volume and modules |
| Paid media search & social specialization | |
| Generalist marketplaces, retailer retail media and agentic activation | Specialist paid media search & social specialization: Google, Meta, TikTok, Pinterest, Snapchat |
| Compliance with the EU AI Act | |
| compliant (Art. 50 transparency) | |
| Nationality | |
| 🇫🇷 France (Paris & Boston HQs) | 🇫🇷 France |
| International presence | |
| Yes 🇫🇷 · 🇺🇸 | Yes offices in FR · ES, live in 20 countries |
Dataïads 15 Yes · Mirakl 10 Yes
Mirakl is the marketplace OS (and now transactional agentic). Dataïads works paid-media catalog performance: multimodal enrichment, Catalog Ads, post-click. Almost two categories: marketplace OS on one side, catalog media performance layer on the other. The table score reflects that scope, not a review rating. The two often combine.
Dataïads is compliant with the European AI Act. Read our guide to Article 50
Both bet on AI to make a catalog readable at scale: Mirakl via Catalog Transformer and Agentic Product Enrichment, Dataïads via multimodal Feed Enrich. Both now talk AEO / GEO and agentic commerce. The likeness stops at the surface type: Mirakl pushes marketplace, retailer retail media and LLM transactions; Dataïads pushes Google Shopping, Meta Catalog Ads and owned post-click / GEO pages.
Mirakl Agentic Activation prepares the catalog to be recommended and bought on LLMs. Dataïads prepares the same catalog to win paid impressions and clicks on Google and Meta, then convert. Both enrichments are real; destinations and output formats diverge. To see why the feed also decides your visibility in search-side AI, read our analysis on ChatGPT and Merchant Center.
Agentic Channels syncs stock, price and delivery to LLMs. Feed Enrich and Smart Creative activate the same catalog on Google Shopping and Meta Catalog Ads. Not exclusive: many retailers will run both layers. To go further, see Feed Enrich page · Feed Enrich reference article .
Mirakl Ads monetizes retailer retail media. Connect's AI image optimization reformats for marketplaces. Neither generates Meta Catalog Ads or Video Ads from your feed. Smart Creative produces dynamic creatives (title, price, promo) and lifestyle scenes.
Mirakl handles the agentic transaction on Copilot (inventory, fulfillment, after-sales). Dataïads controls what happens after a Shopping or Meta click: Smart Landing Page, Stories Landing Page, and Smart GEO Page, owned URLs structured to be cited, distinct from an LLM sales channel.
Feu Vert España +32% ROAS −15% CPCROI x25.3 GenAI rolled out on a technical auto-parts catalog, and Google Shopping takes off.
Read the case study → Galeries Lafayette +15% clicks +10% impressions−5% CPC 300,000 references enriched with AI. A double-award project, including Gold at the Nuit du Commerce Connecté.
Read the case study → Castorama −4% CPC +10% CTR63,000 products optimized AI plus domain expertise, at the scale of a full DIY catalog.
Read the case study →
Vertbaudet −3% CPC +3% CTRmedia budget unchanged Align the catalog with real user queries, without spending an extra euro.
Read the case study →
Dataïads vs MiraklCurrent page
Dataïads vs ChannableCatalog performance alternative vs marketplace distribution
Dataïads vs LengowMedia performance vs digital shelf / marketplaces
Dataïads vs FeedonomicsAI activation & creatives vs full-managed syndication
Dataïads vs ShoppingfeedMarketplace syndication (+1000 channels) vs AI enrichment and conversion
Dataïads vs GoDataFeedUS feed automation (200+ channels) vs European full-funnel activation
Dataïads vs FeedMaxEnrichment + post-click vs Shopping optimization
Dataïads vs BidnamicProduct data & creatives vs Shopping bidding
Dataïads vs FeedcastCatalog performance vs feed + campaigns + CSS agent
Dataïads vs Rithumex ChannelAdvisor · Marketplace syndication vs Google & Meta performance
Dataïads vs SmartFeedsAgency feed tech vs full-funnel product platform
Dataïads vs DataFeedWatchFeed rules vs multimodal GenAI and post-click
Dataïads vs OptiversalFeed, visuals and paid vs GEO/AEO pages and catalog rewrite
Dataïads vs HunchCatalog Ads from the feed, next to Hunch create+buy
Dataïads vs ProductsupPerformance activation vs enterprise PIM / syndication
Dataïads vs VerboliaFeed, paid and GEO vs on-site SEO pagesDataïads is a catalog-performance alternative to Mirakl when the job is marketplace syndication, not marketplace listing or media buying. Mirakl is strong at its original job: keep it if you still need that. Dataïads enriches the feed (titles, attributes, visuals), publishes via the Merchant API and Meta API, and measures impact with 50/50 catalog A/B tests.
No. Dataïads plugs in as a supplemental feed / catalog-ads layer. Keep Mirakl if you still need its core job (marketplaces, PIM, media buying). Replace or skip it only when your media is Google and Meta and you no longer need that extra tool on that scope.
Only partly. Mirakl is the marketplace / dropship / Mirakl Ads OS, now with Agentic Activation (GEO-LLM enrichment and selling on Copilot). Dataïads activates direct catalog performance: multimodal Feed Enrich, Catalog Ads, post-click landings and Smart GEO Page. On transactional LLM agentic, Mirakl goes further; on Google / Meta and owned post-click, Dataïads. The two often combine.
Yes. Catalog Transformer and Agentic Product Enrichment rewrite titles, descriptions and attributes for LLM discovery; Connect also offers AI image optimization (marketplace resize / background, as an add-on). That is not equivalent to Lifestyle Gen, Meta Catalog Ads or Dataïads Smart Landing Page.
Industrial generation of image and video Catalog Ads from an enriched feed, Smart Landing / Stories Landing post-click, and owned Smart GEO Pages, without replacing marketplace, Mirakl Ads or Agentic Channels.
Mirakl Connect publishes list prices (Growth from $699/mo, Pro $2,299/mo, AI image and Agentic Channels add-ons). Platform, Mirakl Ads and Agentic Activation remain enterprise quote-based. Dataïads is also quote-based by volume and modules.
With a 50/50 A/B protocol on the catalog, compared on your real business KPIs.
30 days standard, 15 days fast-track, as a supplemental feed with no IT dependency.
Customer reviews
4,7/5 · 100% verified authenticated reviews
Directrice Acquisition · Fnac Darty
“Collaborer avec Dataïads fait partie de mes vrais succès en acquisition digitale sur ces dix dernières années. Optimiser le trafic payant en améliorant les taux de rebond et de conversion, sans perturber notre stack ni notre UX.”
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