Dataïads enriches your catalog with multimodal AI, text and visual, generates creatives for every channel and pushes your feeds to Google, Meta, TikTok, Pinterest and Snapchat. FeedMax is a well-regarded Google Shopping performance specialist, with its 397-criteria predictive model. Dataïads stands apart through its scope: omnichannel, from feed to post-click, all the way to pages cited by generative AI.
Your media budget is concentrated on Google Shopping, performance-based pricing reassures you, and a free-for-life CSS rounds out your stack without extra fixed cost. Their 397-criteria predictive model and Google specialization make them a reference on that specific channel.
Your media budget is spread across Google, Meta, TikTok, Pinterest or Snapchat, your visuals matter as much as your titles on every channel, and you want the chain to continue after the click. Your enriched feed goes straight to campaigns via the Merchant API and Meta API, source intact.
You are already a FeedMax client with a sizable Google Shopping budget. Keep them for Google performance and the free CSS, connect Feed Enrich and Smart Creative to cover Meta, TikTok, Pinterest, Snapchat and all of post-click. Dataïads installs as a secondary feed, your source stays intact, and impact is measured in A/B tests before any commitment.
| Key feature | FeedMax | Dataïads |
|---|---|---|
| AI-generated attribute enrichment | Yes FeedMax Enrich, Google-oriented | Yes multimodal AI, text and visual |
| Meta and social ad creatives | No Meta Enrich limited to the feed | Yes Smart Creative, Meta, TikTok, Pinterest, Snapchat |
| Optimized post-click landing pages | No stops at the click | Yes Smart Landing Page, premium UX |
| Agentic ecosystem and generative shopping AI | No | Yes agent-ready chain, Agentic Commerce Index |
| Live catalog split testing | Yes half optimized, half control | Yes native 50/50 clusters |
| Performance-based pricing model | Yes 0 fixed fee, commission on incremental results | Partial subscription, performance options depending on contract |
| FeedMax | Dataïads |
|---|---|
| AI-generated attribute enrichment | |
| Yes FeedMax Enrich, Google-oriented | Yes multimodal AI, text and visual |
| Meta and social ad creatives | |
| No Meta Enrich limited to the feed | Yes Smart Creative, Meta, TikTok, Pinterest, Snapchat |
| Optimized post-click landing pages | |
| No stops at the click | Yes Smart Landing Page, premium UX |
| Agentic ecosystem and generative shopping AI | |
| No | Yes agent-ready chain, Agentic Commerce Index |
| Live catalog split testing | |
| Yes half optimized, half control | Yes native 50/50 clusters |
| Performance-based pricing model | |
| Yes 0 fixed fee, commission on incremental results | Partial subscription, performance options depending on contract |
FeedMax has built a solid platform around two modules, Enrich for text and Creative for visuals, backed by a genuine 397-criteria predictive model to steer distribution. That is serious work, and we will not pretend otherwise. But their visual GenAI stays scoped to Google Shopping: retouching, resizing, generative backgrounds. On a Meta Catalog Ad, a TikTok story or a Pinterest pin, the image takes up most of the surface and decides the click, and that is exactly the ground FeedMax leaves outside its GenAI scope. Dataïads enriches text and visuals in the same pass, for every channel: cutout, cropping to native formats, generated lifestyle scenes, and variants for Meta, TikTok, Pinterest and Snapchat. Our dataiadsBot also fetches from your site what none of your systems contain: selling points, customer reviews, materials, product benefits.
FeedMax structures your catalog beautifully for Google Shopping, steers its distribution through its 397-criteria scoring, and even throws in a free-for-life CSS. Then the user clicks, and the chain stops. Dataïads continues: enriched feed, Meta catalog ads, Google Shopping, then post-click Smart Landing Page, Stories Landing Page for Meta immersion, and Smart GEO Page for intent queries now handled by AI assistants. Six touchpoints, six executions at 10/10, with no IT dependency and no impact on your CMS.
Dataïads · 6/6 
FeedMax · 3/6 On Meta and Shopping, both distribute the catalog. Dataïads adds Smart Creative: generated ads with dynamic title, price and promo in the visual, beyond FeedMax Creative's Shopping optimization.
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 FeedMax
Catalog Ads generated from the feed: dynamic title, price, strikethrough and promo baked into the creative (feed, Stories, carousel).
Shopping visuals and attributes optimized for the SERP: strong packshot, title, price, free shipping.
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 FeedMax
A listing page driven by the enriched feed: filters, grid and merchandising to capture category intent.
Missing in FeedMax
Full marketplace PDP: gallery, buy box, bullets and cross-sell. Catalog ready to convert off-site.
GEO pages cited by AI. One prompt, one page built for intent: clean URL, structured content, JSON-LD, generated from your product feed, no IT.
Missing in FeedMaxFrom the feed to the Smart GEO Page, Dataïads activates every media surface. FeedMax stops at the click on Google.
FeedMax Creative retouches, resizes and generates backgrounds for your Google Shopping visuals, a real step up from tools that settle for a raw feed. But it is an optimization, not a production: the starting point stays the product page, adapted for a single surface. Smart Creative starts from the same enriched feed to produce thousands of native Catalog Ads and Video Ads, built for Meta, TikTok, Pinterest and Snapchat, with brand guidelines respected down to the pixel. Two different jobs: one optimizes what already exists, the other builds what is missing.
| Criterion | FeedMax | Dataïads |
|---|---|---|
| AI-generated attributes (generative AI) | Yes FeedMax Enrich, titles, attributes and categories for Google | Yes multimodal generative AI, text and visuals in the same pass |
| Data collection from your own site | No import from your feeds and systems only | Yes dataiadsBot: USP, reviews, materials |
| Multi-source input connectors | Partial oriented toward Google Merchant Center and e-commerce feeds | Yes scraper, BigQuery, CSV, Google Ads, Meta, Google Merchant Center |
| Feed quality audit and governance | Partial alerts focused on Google Shopping | Yes Feed Score across 40 points, GMC rejection fixes |
| Structuring for AEO | No | Yes generated Q&A pairs, agent-ready output |
| Multi-market and multilingual | Yes multi-country catalogs for Google Shopping | Yes all languages via multimodal AI |
| FeedMax | Dataïads |
|---|---|
| AI-generated attributes (generative AI) | |
| Yes FeedMax Enrich, titles, attributes and categories for Google | Yes multimodal generative AI, text and visuals in the same pass |
| Data collection from your own site | |
| No import from your feeds and systems only | Yes dataiadsBot: USP, reviews, materials |
| Multi-source input connectors | |
| Partial oriented toward Google Merchant Center and e-commerce feeds | Yes scraper, BigQuery, CSV, Google Ads, Meta, Google Merchant Center |
| Feed quality audit and governance | |
| Partial alerts focused on Google Shopping | Yes Feed Score across 40 points, GMC rejection fixes |
| Structuring for AEO | |
| No | Yes generated Q&A pairs, agent-ready output |
| Multi-market and multilingual | |
| Yes multi-country catalogs for Google Shopping | Yes all languages via multimodal AI |
| Criterion | FeedMax | Dataïads |
|---|---|---|
| Visual optimization for Google Shopping | Yes FeedMax Creative: retouching, resizing, generative backgrounds | Yes Smart Asset, cutout, cropping to each channel's native formats |
| AI lifestyle scene generation | Partial GenAI lifestyle scoped to Google Shopping | Yes Lifestyle Gen, all channels, by tiers |
| Generated ad creatives (Meta Catalog Ads, social) | No | Yes Smart Creative, dynamic creatives (title, price, promo) from the feed |
| Dynamic video | No | Yes automated MP4/MOV outputs |
| Simultaneous text and visual enrichment | Partial separate Enrich and Creative modules | Yes native multimodal AI |
| FeedMax | Dataïads |
|---|---|
| Visual optimization for Google Shopping | |
| Yes FeedMax Creative: retouching, resizing, generative backgrounds | Yes Smart Asset, cutout, cropping to each channel's native formats |
| AI lifestyle scene generation | |
| Partial GenAI lifestyle scoped to Google Shopping | Yes Lifestyle Gen, all channels, by tiers |
| Generated ad creatives (Meta Catalog Ads, social) | |
| No | Yes Smart Creative, dynamic creatives (title, price, promo) from the feed |
| Dynamic video | |
| No | Yes automated MP4/MOV outputs |
| Simultaneous text and visual enrichment | |
| Partial separate Enrich and Creative modules | Yes native multimodal AI |
| Criterion | FeedMax | Dataïads |
|---|---|---|
| PMax optimization | Yes | Yes enriched feed and visuals for PMax |
| Meta distribution and creatives | Partial Meta Enrich structures the feed, no generated creative | Yes enriched feed and Catalog Ads creatives via Smart Creative |
| TikTok, Pinterest, Snapchat | No | Yes native feed and creatives across all three platforms |
| Local Ads and LIA | Yes | No out of scope |
| Distribution steering via product scoring | Yes predictive model with 397 criteria | Yes custom labels driven by margin, stock and scoring |
| Comparison Shopping Service (CSS) | Yes free CSS for life | No out of scope |
| FeedMax | Dataïads |
|---|---|
| PMax optimization | |
| Yes | Yes enriched feed and visuals for PMax |
| Meta distribution and creatives | |
| Partial Meta Enrich structures the feed, no generated creative | Yes enriched feed and Catalog Ads creatives via Smart Creative |
| TikTok, Pinterest, Snapchat | |
| No | Yes native feed and creatives across all three platforms |
| Local Ads and LIA | |
| Yes | No out of scope |
| Distribution steering via product scoring | |
| Yes predictive model with 397 criteria | Yes custom labels driven by margin, stock and scoring |
| Comparison Shopping Service (CSS) | |
| Yes free CSS for life | No out of scope |
| Criterion | FeedMax | Dataïads |
|---|---|---|
| Conversion-optimized landing pages | No the chain stops at the click | Yes Smart Landing Page, premium UX, A/B tested |
| Immersive Meta and Stories experiences | No | Yes Stories Landing Page |
| Intent pages cited by AI (GEO) | No | Yes Smart GEO Page |
| Peak-event pages (sales, BFCM) | No | Yes on-demand high-fidelity production |
| FeedMax | Dataïads |
|---|---|
| Conversion-optimized landing pages | |
| No the chain stops at the click | Yes Smart Landing Page, premium UX, A/B tested |
| Immersive Meta and Stories experiences | |
| No | Yes Stories Landing Page |
| Intent pages cited by AI (GEO) | |
| No | Yes Smart GEO Page |
| Peak-event pages (sales, BFCM) | |
| No | Yes on-demand high-fidelity production |
| Criterion | FeedMax | Dataïads |
|---|---|---|
| Live catalog split testing | Yes half catalog optimized, half control, ongoing | Yes native 50/50 clusters, isolated incrementality |
| Performance reporting | Partial centered on Google Ads | Yes multichannel uplift-oriented reporting |
| Published, quantified client results | Yes claimed +20% CTR | Yes Feu Vert +32% ROAS, ROI x25.3 |
| Google GenAI for Marketing certification | No | Yes world first |
| FeedMax | Dataïads |
|---|---|
| Live catalog split testing | |
| Yes half catalog optimized, half control, ongoing | Yes native 50/50 clusters, isolated incrementality |
| Performance reporting | |
| Partial centered on Google Ads | Yes multichannel uplift-oriented reporting |
| Published, quantified client results | |
| Yes claimed +20% CTR | Yes Feu Vert +32% ROAS, ROI x25.3 |
| Google GenAI for Marketing certification | |
| No | Yes world first |
| Criterion | FeedMax | Dataïads |
|---|---|---|
| Performance-based pricing model | Yes 0 fixed fee, commission on incremental results | Partial subscription, performance options depending on contract |
| Agency compatibility and NDA | Yes | Yes |
| Self-service autonomy | No delivery driven by their teams | Yes three modes to choose from based on your resources |
| Time-to-live | Yes guided onboarding, 30 days | Yes 30 days standard, 15-day fast-track |
| Accessibility regardless of retailer size | Yes | Yes |
| FeedMax | Dataïads |
|---|---|
| Performance-based pricing model | |
| Yes 0 fixed fee, commission on incremental results | Partial subscription, performance options depending on contract |
| Agency compatibility and NDA | |
| Yes | Yes |
| Self-service autonomy | |
| No delivery driven by their teams | Yes three modes to choose from based on your resources |
| Time-to-live | |
| Yes guided onboarding, 30 days | Yes 30 days standard, 15-day fast-track |
| Accessibility regardless of retailer size | |
| Yes | Yes |
| Criterion | FeedMax | Dataïads |
|---|---|---|
| Marketplace distribution | Partial marketplace connectors alongside Google | Complement intentionally out of scope |
| Agentic ecosystem and generative shopping AI | No | Yes agent-ready chain, Agentic Commerce Index |
| Scope of channels covered | Partial Google as the core target, Meta limited to feed enrichment | Yes Google, Meta, TikTok, Pinterest, Snapchat, from feed to post-click |
| Catalog as a reusable asset | No data optimized for Google activation, not redeployed elsewhere | Yes the same enriched catalog powers creatives, landing pages and GEO |
| FeedMax | Dataïads |
|---|---|
| Marketplace distribution | |
| Partial marketplace connectors alongside Google | Complement intentionally out of scope |
| Agentic ecosystem and generative shopping AI | |
| No | Yes agent-ready chain, Agentic Commerce Index |
| Scope of channels covered | |
| Partial Google as the core target, Meta limited to feed enrichment | Yes Google, Meta, TikTok, Pinterest, Snapchat, from feed to post-click |
| Catalog as a reusable asset | |
| No data optimized for Google activation, not redeployed elsewhere | Yes the same enriched catalog powers creatives, landing pages and GEO |
Dataïads 30 Yes · FeedMax 13 Yes
FeedMax is a well-regarded specialist in Google Shopping performance, with a solid 397-criteria predictive model and appealing performance-based pricing. If your media budget is concentrated on Google, it is a relevant choice. If your catalog needs to perform across multiple channels, from text to visuals and from feed to post-click, Dataïads is the right fit.
Let's be precise, because most comparisons skip this. Yes, both platforms enrich attributes with generative AI, FeedMax Enrich as much as our own multimodal AI. Yes, both optimize product visuals with AI, FeedMax Creative as much as Smart Asset. Yes, both test their optimizations under real conditions, with a genuine split-testing protocol on the live catalog. Yes, both work with agencies under NDA. On paper, boxes check on both sides, and it would be dishonest to claim otherwise. The difference comes down to scope: the channels covered, how far the chain continues after the click, and the nature of the catalog asset being built.
FeedMax built its platform around Google Shopping, with Meta Enrich as a complement to structure the Meta feed. That is a deliberate specialization, and their 397-criteria predictive model is proof of how serious it is. Dataïads starts from the opposite premise: the same enriched catalog should power Google, Meta, TikTok, Pinterest and Snapchat, without multiplying tools or parallel feeds. If your media budget is concentrated on Google Shopping, FeedMax's specialization makes sense. If it is spread across several channels, every unenriched feed becomes a performance leak. To understand why your feed now decides your visibility in AI, read our analysis on ChatGPT and Merchant Center. ChatGPT and Merchant Center.
At FeedMax, enriched data serves the current Google activation: it is produced to be distributed, not redeployed elsewhere. At Dataïads, the enriched catalog is an asset that lives beyond the campaign: the same attributes, the same visuals and the same Q&A pairs power your creatives, your landing pages and your GEO pages. One enrichment, several uses, a lifespan that outlasts the click. For how it works, see the Feed Enrich page and the reference article. Feed Enrich page · Feed Enrich reference article .
Retouching a packshot for Shopping compliance and producing an ad are two different jobs. FeedMax Creative does the first seriously, at Google Shopping scale. Smart Creative does the second: thousands of Catalog Ads and Video Ads produced from your feed, with dynamic title, price and promo overlays, for Meta, TikTok, Pinterest and Snapchat, with brand guidelines respected down to the pixel. Meta and TikTok reward asset variety, and that variety is not optimized, it is built.
No FeedMax module exists after the click on Google Shopping. Yet that is where conversion is won or lost, and where the battle for visibility in AI assistants is already playing out. Smart Landing Page, Stories Landing Page and Smart GEO Page turn every paid click into a converting experience, without touching your CMS or SEO.
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 →Scope. FeedMax Enrich and FeedMax Creative do real work on Google Shopping, Performance Max and, on their roadmap, AI-optimized Shopping visuals. Feed Enrich enriches your catalog for every surface: Google, Meta, social, marketplaces and AI assistants. Our dataiadsBot extracts from your site what your feed never contained, and our multimodal AI enriches text and visuals together.
Their model is genuinely strong within its scope, and we say that openly. The difference is what you build: a share of incremental Google revenue buys campaign optimization; a Dataïads subscription builds an enriched catalog you own that stays performant across all your channels. The feed audit and initial test are free, so you measure before committing.
Yes, and that is a good thing. Splitting the catalog in two, enriching half and keeping the other as control, is the only honest way to isolate what a technology delivers. We use 50/50 A/B clusters on your real KPIs, with a dedicated Media Scientist driving continuous optimization. Our reporting covers every surface we activate, not just Google Ads.
No. CSS and bid management are outside our scope, and FeedMax is strong there. We work on product data quality, creative generation and post-click conversion.
Optimized for Google does not mean performant everywhere. That is exactly what the free audit reveals: our Feed Score analyzes 40 data points and quantifies the upside across all your channels, including those you are not yet exploiting.
30 days for a standard rollout, 15 days on fast-track. Your source feed stays intact: we operate as a supplemental feed, with no IT dependency.
That is our field. An enriched, structured feed is the condition to be understood and recommended by AI agents, and Smart GEO Page generates the intent pages those assistants cite. Dataïads holds the first Google GenAI for Marketing certification and publishes the Agentic Commerce Index.
Supported by our teams, by your agency, or self-service. You choose based on your internal resources.
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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