An AI-Native Retail Engine Inside Your Creative Software
Add retail media and digital shelf production to your platform with automated pre-validation compliance built in — without spending your roadmap maintaining every retailer's specifications.
One integration, every retail surface
White-label readyRetail media display
Every placement and size, pre-validated
API
PDP imagery
Studio, lifestyle, mobile infographic
Connector
Resize and outpaint
One master into every retailer spec
Plugin
Your editor stays the surface. Retailer specs, brand guardrails, and pre-validation run underneath it.
Book a Partner DemoPre-validated on every network your customers publish to
The third wave
Retail media is rewriting the creative software category.
Brand budgets moved to the retail point of sale for closed-loop first-party data, and creative production became the constraint on that spend. The platforms winning the next cycle are the ones that treat retail compliance and dynamic creative optimization as core infrastructure — not as an integration someone else will handle.
- advertising creative management platform market from 2025 to 2032, driven by retail media network expansion
$1.24B → $2.77B
advertising creative management platform market from 2025 to 2032, driven by retail media network expansion
- compound annual growth rate of the creative management platform category
12.4%
compound annual growth rate of the creative management platform category
- projected global market for dynamic creative optimization and automated creative tooling by 2030
$8.10B
projected global market for dynamic creative optimization and automated creative tooling by 2030
- the campaign launch window retail-compliant agentic applications compress into
Weeks → minutes
the campaign launch window retail-compliant agentic applications compress into
Bolt-on AI against AI-native
The category is bifurcating. Legacy suites are retrofitting generative features onto workflows designed for one hero asset, while AI-native platforms orchestrate thousands of variants as their default behavior.
Retail specs fragment faster than roadmaps
Every network enforces its own dimensions, claims, and content policy, and revises them without notice. Tracking that is a permanent engineering tax, not a feature you ship once.
Rejection rates land on your brand
Assets built to generic display specs get bounced by retailer validators, and the customer blames the software that produced them rather than the network that refused them.
Omnichannel asset bottlenecks
Creative production is now the primary operational constraint on retail media spend. Volume demand outruns any tool still built around manual, per-asset design steps.
Cookieless personalization moved to first-party data
Third-party cookie depreciation pushed targeting onto retailer transaction-level data. Creative that cannot key off that signal cannot personalize in real time.
Buyers evaluate brand governance
Enterprise procurement now scores creative tools on automated compliance, audit trails, and data isolation — not on the size of the template library.
AdFury supplies the retail-native layer your roadmap does not have to build. Talk to AdFury
Built for creative platforms
Add retail-native capability without adding retail-native headcount.
Ship A Retail Media Engine You Did Not Have To Build
Point the engine at a product page and it returns the full campaign: every size and placement the retailer requires, derived from targeting and goals rather than a generic template. Outputs come back fully layered, so your editor repositions copy, swaps imagery, and customizes CTAs on live objects instead of flat exports.
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Pre-validation
- Amazon Ads · 1080×1080
- Walmart Connect · 300×600
- Instacart · 1200×628
- Brand guidelines and lockups
- Approved claims and legal
Every check clears before the asset is handed back to your platform.
Offer Automated Pre-Validation Compliance As A Feature
Drop in a link and the AI builds a full brand profile; upload guidelines and legal policy once and every generation inherits them. Retailer specifications are applied while the asset is produced and validated before delivery, so your customers see near-zero rejection rates and you stop maintaining a spec library.
Try NowEuropean Style Cultured Butter
Sea salted · 82% butterfat · 8 oz
- Comparison table
- 360 viewer
- FAQ module
Rich media modules lift conversion 39%
Extend Your Platform Onto The Digital Shelf
The same integration produces complete PDP imagery from a product URL — studio, lifestyle, and mobile-optimized infographics — and publishes rich media through middleware engineered for retailer APIs such as Walmart's OmniSpec. Comparison tables, 360 viewers, and FAQ modules go live compliant and stay live.
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Variation 1
Variation 2
Variation 3
Variation 4
Ash recommends
Variation 2 is holding click-through as the set fatigues. Scale it across Amazon and Instacart, and refresh the rest of the batch.
- CTR
- +34%
- ROAS
- 4.1x
- Add to cart
- +22%
The same metrics return through the API, ready for your own dashboards.
Report Dynamic Creative Optimization, Not Asset Counts
Creative intelligence measures how each variation converts across every ad set, Ash surfaces which compliant variations deserve more budget, and PDP health scoring proves content changes moved traffic and add-to-cart. Pipe it back into your dashboards so your platform reports outcomes.
Try NowIntegration
Sits under your product, not in front of it
AdFury is the retail layer your customers never see. Your interface, your brand, your billing relationship — with generation, compliance, and measurement running underneath and every asset handed back editable.
- API-first generationCall generation, resizing, and pre-validation as endpoints. Assets return layered and editable, so the work continues inside your product rather than leaving it.
- Plugins and connectorsAdvanced plugins and connectors port creative across partner editors, including Canva, so a resize or edit never forces your users into another tool.
- Your DAM stays the sourceConnect a custom digital asset manager and inject that brand imagery directly into generations, keeping your customers' libraries authoritative.
- Catalog and platform ingestionSync product data through retailer APIs, or ingest from forty-plus platforms without connectors by upload — with auto-mapping instead of manual field work.
- Isolated per-brand tenancyEvery brand sits in its own silo behind two-factor authentication, so multi-tenant customer data never mixes inside your integration.
Your platform
- Editor
- DAM
- Dashboards
- Billing
AdFury API · plugins · connectors
AdFury engine
- Brand profile
- Generation
- Pre-validation
- Creative intelligence
Retailer APIs · 40+ ingested platforms
Retail surfaces
- Amazon Ads
- Walmart Connect
- Instacart
- +40 more
Returned to your editor, layered and editable
Real results
Outcomes you can put on your own roadmap
- faster asset production for the brands on your platform
80%
faster asset production for the brands on your platform
- lower creative production cost per campaign
70%
lower creative production cost per campaign
- retailer rejection rate on pre-validated assets
<1%
retailer rejection rate on pre-validated assets
- lift in digital shelf conversions where rich media publishes
39%
lift in digital shelf conversions where rich media publishes
The AdFury.ai App
Two engines you can resell or embed
Retail media creative and digital shelf content run side by side, so the ad your customers generate and the product page it lands on stay in sync.
Retail Media App
AI-native retail media engine
High-volume creative iterations across retail networks with instant resizing, available as a workspace your team uses or as the engine behind your own interface.
- Targeting-driven generationDisplay ads derive from campaign goals rather than a generic template, in Express mode for one-click output or Advanced mode for full control.
- Pre-validated placements at onceProduce every required ad size in a single pass, with automated pre-validation compliance applied before delivery.
- Outpainting resize engineExpand and reframe creative to each placement's dimensions instead of cropping, and every resize stays fully editable.
- Layered design technologyFully layered, editable ads let your users reposition text and customize CTAs without regenerating from scratch.
- Bulk editing across a batchAdjust style and copy across every image at once, so a single brand change does not become hundreds of manual edits.
- Keyword and competitor intelligenceTrue Walmart keyword data, category competitors, and brand velocity, so generation aims at demand that converts.
Digital Shelf App
AI-native catalog and rich media automation
Generate layered product visuals, manage listings at volume, and deploy pre-validated rich media across every retailer your customers sell on.
- PDP imagery from a URLDrop in a product link to produce complete, pre-validated PDP imagery without a physical photoshoot.
- Studio, lifestyle, and mobileMobile-optimized infographics alongside studio and lifestyle imagery, produced at the volume retail algorithms reward.
- Layered asset refinementEdit text and regenerate images seamlessly, so refinement is an adjustment rather than a rebuild.
- Central listing managementUpdate titles, descriptions, and images across fragmented retail networks, including bulk refreshes across hundreds of SKUs.
- Rich media middlewareComparison tables, 360 viewers, and FAQ modules publish against retailer APIs and stay live automatically.
- High-fidelity, editable exportsDownload owned imagery in 2K or 4K with editable files, ready for the next revision inside your platform.
Managed services
A services tier you can sell without staffing it
Embed the App for self-serve customers, put our retail specialists behind your enterprise accounts, or run both. Either way the work ships under your name.
Retail Media managed service
Our retail media specialists run production and optimization behind your platform, so you can sell a done-for-you tier without hiring a retail creative team.
- Campaign build and activation across Amazon, Walmart, Instacart, and 40+ platforms
- Full display ad sets produced and resized to every placement spec
- Continuous variation testing to counter ad fatigue mid-flight
- Live optimization of spend, creative, and delivery against customer goals
- Consolidated cross-platform reporting delivered under your brand
Digital Shelf managed service
Retail experts produce and publish the catalog content behind every campaign, so your platform can promise conversion-ready product pages, not just assets.
- PDP imagery produced at catalog scale: studio, lifestyle, and infographic
- Title, description, and attribute optimization for semantic retail search
- Bulk listing refreshes across hundreds of SKUs and multiple retailers
- Rich media modules built and published against retailer APIs
- PDP health scoring on glance views, traffic, and add-to-cart lift
Onboarding
How a partner integration goes live
Choose the integration surface
Call the API from your own editor, install plugins and connectors, or white-label the App outright. The retail engine is the same in every case.
Connect brands, catalogs, and platforms
Brand profiles build from a URL, catalogs sync through retailer APIs, and platforms without APIs come in by auto-mapped upload from 40+ sources.
Ship generation and pre-validation
Your customers produce retail media and digital shelf assets that clear every spec, with creative performance and PDP health returned to your dashboards.
A complete solution
The infrastructure you would otherwise have to build
Brand governance, catalog syncing, retail connectivity, and measurement in one platform — so the roadmap between them disappears.
AI-native brand profiling
Drop in a link and a full brand profile builds itself — logos, colors, and identity — so onboarding is not a setup project.
Automated pre-validation compliance
Uploaded guidelines and legal policy gate every generation, cutting retail platform rejection rates on the assets you deliver.
AI-native asset DAM
Store brand imagery in an asset manager built to feed generations, or connect the DAM your platform already uses.
Secure per-brand silos
Brand data stays isolated and visible only to authorized users, with two-factor authentication on every login.
Pre-validated retailer resizing
Resize any image for every retailer with outpainting rather than cropping, and keep each output fully editable.
AI-native catalog synchronization
Connect a retailer and product data syncs automatically, so content edits flow into creative without manual management.
Connected retail platforms
Link retailers and partner platforms through APIs, plugins, and connectors to overcome fragmented coverage.
Forty-plus platform ingestion
Pull media and catalog data from platforms without APIs through CSV, Excel, and auto-mapped uploads.
Ash, the AI media agent
Ash analyzes campaigns, reveals how platforms play together, and recommends where to optimize — on demand in chat.
AI-native testing recommendations
Run custom test groups and receive guidance on which compliant variations to scale immediately.
Creative performance measurement
Measure precisely how dynamic creative optimization drives conversions across every ad set and network.
Content health scoring
Track traffic and add-to-cart lift to prove enhancement impact on the product pages you help publish.
Custom analytics visualization
Configure dashboards to visualize conversion, engagement, and media data, or feed the same metrics into yours.
Transparent ad-spend billing
Track current spend and estimated invoices next to ROAS trends, with seats and payment methods in one dashboard.
Approval notifications
Real-time alerts on generations and approvals keep reviewers moving without leaving your workflow.
Creative Softwares
Frequently asked questions
Put a retail-native engine behind your product
Retail media and digital shelf generation, pre-validated for every network, delivered through your platform.
Why AdFury
The AdFury difference
Retail expertise. Purpose-built AI for retail. Operational excellence. Customer accountability.
The Retail AI Brain
Building our AI infrastructure since Oct. 2024. Agentic App. Managed Services. Custom AI workflows. Purpose-built for retail, not adapted from generic AI.
Retail Insiders, Real Results
Built by founders who scaled retail SaaS to exit. Deep expertise in retail media networks and retail product content management. We know the problems.
Knowledge Meets AI Speed
Retail knowledge powered by fine-tuned AI. Adapt faster. Solve better. Evolve precisely. Momentum catapults results. Trust expertise.
Customer Success, Always
Specialists, not generalists. We go deep in retail for focus on growth. Proven founders. Managed services. Dedicated support. We never fail our clients.
Our Values
What drives us forward
Seven principles that decide what we build, how we test it, and who we build it with.
See what each value means in practice- See the Future
- Never Stop Researching
- Never Stop Testing
- Be the First
- Explore Relevancy
- Bring Everyone Together
- Inspire Rapid Change
Built by Retail Insiders
Proven founders. Deep retail expertise.
Founded by retail technology entrepreneurs who built and scaled WhyteSpyder to a successful exit, AdFury.ai combines decades of retail and e-commerce expertise with cutting-edge AI architecture. We don't just understand retail — we've built and scaled profitable SaaS solutions and managed services within it.
WhyteSpyder started as a digital shopper agency for Walmart in 2012, became retail ecommerce SaaS in 2019, and sold to Ascential in 2021, where the team went on to scale retail media inside Flywheel Digital. AdFury.ai followed in October 2024.
- Founded
- Oct. 2024
- Headquarters
- Rogers, AR
- Built for
- Retail only
- Team
- 14 insiders
