The AI-Native Layer Behind Your Advertising Platform
Your software already wins the bid and the report. AdFury adds the compliant creative, digital shelf content, and normalized retail data underneath it — embedded through our APIs or delivered white-label by our specialists.
One integration, four capabilities off your roadmap
White-label readyCompliant display creative
Every size and placement, generated from the brief
Outpainted ad resizing
One image reframed for every retailer spec
Digital shelf content
Studio, lifestyle, and infographic PDP imagery
Autonomous optimization
Variations tested, winners scaled by Ash
Your platform keeps the customer, the login, and the reporting. AdFury runs the generation underneath.
Book a Partner DemoCompliant on the networks your platform already reports on
Plus 40+ more retail, social, and CTV platforms ingested without an API, normalized into one schema your product can read.
The market shift
Brands are done buying rules. They are buying autonomy.
Independent advertising software became the operational layer across a hyper-fragmented retail media landscape. Now the buying criteria have moved: enterprise advertisers expect platforms to normalize fragmented data streams and automate compliant asset creation, not just manipulate bids. The capability gap is where renewals are won and lost.
- combined revenue footprint of the digital retail media ad-tech enablement and optimization market
$150B+
combined revenue footprint of the digital retail media ad-tech enablement and optimization market
- serviceable market for independent enablement and optimization software, 2025 to 2030
$3.85B → $6.2B
serviceable market for independent enablement and optimization software, 2025 to 2030
- compound annual growth of that software layer as budgets consolidate into multi-retailer platforms
10%
compound annual growth of that software layer as budgets consolidate into multi-retailer platforms
- the migration underway from passive rules-based optimization to autonomous, inventory-aware AI
Rules → agents
the migration underway from passive rules-based optimization to autonomous, inventory-aware AI
Walled garden consolidation
The dominant networks keep absorbing capability into their own consoles. Independent platforms have to be worth more than the free tools sitting next to them.
Third-party API dependency
Your roadmap moves at the speed of retailer API access. Every deprecation, quota change, or unconnected marketplace becomes your support ticket.
High client concentration
Enterprise revenue clusters in a handful of accounts, and each renewal asks for creative and content work that bidding software was never built to do.
Rising AI compute costs
Standing up a generative asset pipeline in-house prices the margin out of the feature before it ever reaches general availability.
Inconsistent reporting standards
Dozens of retail media networks each run proprietary workflows and metric definitions, so normalization work never finishes and never ships as differentiation.
Agentic commerce arriving
Conversational assistants and generative search read product data semantically. Creative and catalogs built for keyword rules stop surfacing in those channels.
AdFury supplies the AI-native creative and data layer so you close that gap without financing it on your own roadmap. Talk to AdFury
Built for platform teams
Widen the product without widening the roadmap.
Ship Compliant Creative Generation Without Building It
Pass a product URL and a targeting brief, and the engine returns every size and placement the retailer requires — derived from campaign goals rather than a template. Assets come back fully layered, so your users reposition copy, swap imagery, and regenerate inside your interface instead of exporting flat files to a designer.
Try NowFragmented sources in
- Amazon AdsAPI
- Walmart ConnectAPI
- InstacartAPI
- Regional grocerUpload
- CTV partnerAI-mapped
- + 35 more platforms, no API required
One normalized schema out
- Spend
- $402K
- ROAS
- 4.3x
- CTR
- 0.94%
Your dashboards read one schema instead of forty
Normalize Fragmented Networks Into One Schema
Connect retailers by API where the access exists, and ingest everything else through uploads that autonomous AI mapping normalizes on arrival. Over forty retail, social, and CTV platforms land in a single consistent structure, so your reporting stops being a per-network integration project and your roadmap stops waiting on someone else's API.
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 click your software optimizes ends on a product page. Generate complete PDP imagery from a product URL, optimize titles and attributes for semantic retail search, and publish rich media through middleware engineered for retailer APIs such as Walmart's OmniSpec — a full category of capability added to your product without a photoshoot or a publishing integration.
Try NowVariation 1
Variation 2
Variation 3
Variation 4
Ash recommends
Variation 3 holds click-through as the set fatigues. Scale it across Amazon and Instacart, refresh the rest, and surface the call inside your own console.
- CTR
- +34%
- ROAS
- 4.1x
- CPC
- -19%
Replace Rule-Based Optimization With An Autonomous Agent
Ash reads campaigns, creative, and normalized performance data, runs control groups across audiences and offers, then names the compliant variation that deserves the next dollar. Every generation teaches the profiler, so the recommendations your customers act on get sharper without a rules engine to maintain.
Try NowIntegration
Embed it, white-label it, or resell it
AdFury is built to sit underneath other software. Wire the engines into your own console, or let our specialists run production behind your brand while your team keeps the customer relationship.
- APIs, plugins, connectors, and MCPsCall the generation and analytics engines directly, drop in a plugin, or connect through emerging MCP tooling — whichever route fits the architecture you already shipped.
- Multi-tenant brand silosEvery one of your customers gets its own brand account, catalog, and guardrails. Data stays visible only to the users you authorize, behind two-factor authentication.
- Bring your customers' assetsAn autonomous asset manager holds their imagery with no API dependency, injects it into generations on demand, and normalizes historical files for retail-ready compliance.
- Commercials that fit a software P<ransparent two-percent ad-spend billing, consolidated invoices and seats, and spend tracked against normalized ROAS — so the layer you resell prices itself against results.
Your platform
Creative service · running
- REST API
- Webhooks
- MCP server
- Plugins
- Bulk ingest
AdFury generates, publishes, and measures. Your brand stays on the product.
Real results
Capability you can quote on the next renewal
- faster asset production for the brands on your platform
80%
faster asset production for the brands on your platform
- lower creative production cost you can pass through
70%
lower creative production cost you can pass through
- lift in digital shelf conversions where rich media publishes
39%
lift in digital shelf conversions where rich media publishes
- network rejection rate on published assets
<1%
network rejection rate on published assets
The AdFury.ai App
Two engines you can put behind one login
Retail media creative and digital shelf content run side by side, so the placement your platform buys and the product page it lands on stay in sync.
Retail Media App
AI-native retail media normalization engine
Targeting-driven creative generation, instant outpainted resizing, and cross-platform data ingestion — the execution layer bidding software was never built to own.
- Compliant placement generationEvery required ad size and placement produced at once, generated from campaign targeting rather than a static template.
- Outpainted creative resizingAny image reframed for every retailer spec instead of cropped, and every resize stays fully editable afterwards.
- Autonomous data ingestionUpload any platform's export and AI mapping normalizes it instantly, with over forty sources supported without an API.
- Grouped platform initiativesBundle retail, social, CTV, and display activations into one initiative, including networks you cannot connect directly.
- Creative library and asset DAMFilter hundreds of thousands of generations and inject your customers' own brand imagery into new output on demand.
- Retail keyword intelligenceTrue Walmart keyword data, category competitors, and brand velocity, harvested straight into the campaign build.
Digital Shelf App
Automated compliant asset creation engine
Layered product imagery, listing management, and rich media publishing — a second product line your customers already ask you for.
- PDP imagery from a URLDrop in a product URL to generate complete, compliant studio, lifestyle, and infographic imagery without a photoshoot.
- Layered editing and refinementFull layering means text edits, asset swaps, and regeneration happen without rebuilding the image from scratch.
- Central listing managementView and update titles, descriptions, and images across fragmented retailers, with bulk refreshes across hundreds of SKUs.
- Automated rich mediaComparison tables, FAQs, and 360 viewers publish through middleware engineered for Walmart's OmniSpec APIs.
- PDP content health scoringTraffic and add-to-cart lift tracked in custom windows, proving the page enhancement moved the number.
- High-fidelity downloadsExport generated imagery in high fidelity with editable files, ready to hand to the brand or agency that owns the account.
Managed services
A services arm you do not have to staff
Give your customers the App to run themselves, hand the execution to our specialists, or split it by account. Either way the work ships under your name.
Retail Media managed service
Our retail media specialists run production and optimization behind your platform, so a new enterprise account never waits on your release cycle.
- 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 account goals
- Normalized cross-platform reporting delivered under your brand
Digital Shelf managed service
Retail experts produce and publish the catalog content behind every campaign, adding a service line you can sell without hiring a content team.
- 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 the layer goes live behind your product
Connect the platform and the brands
Wire in through APIs, plugins, connectors, or MCP. Each customer brand is profiled from a website link, then locked to its guidelines and legal policy.
Sync catalogs and normalize the data
Pull product data from connected retailers automatically, and ingest the rest by upload. Autonomous mapping normalizes 40+ platforms into one schema.
Ship creative and content as your own
Generate ad sets and PDP assets, publish through retailer APIs, and surface spend, ROAS, and creative performance inside your product.
A complete solution
The operations layer under every account you serve
Tenant management, catalog syncing, brand compliance, measurement, and billing arrive together, so none of it becomes a ticket on your backlog.
AI-native brand profiling
Onboard a customer brand from a website link, with logos, colors, and identity extracted and normalized automatically.
Enforced brand compliance
Upload guidelines and legal policy once so every generation downstream of your platform stays on-brand and compliant.
Autonomous asset manager
Hold customer imagery in a DAM with no API dependency and inject it into automated generations on demand.
Siloed tenant security
Brand data stays visible only to the users you explicitly allow, with two-factor authentication on every login.
Centralized team management
Manage every user under a single account and control which brands each person can see and edit.
Autonomous catalog sync
Product data pulls automatically, so new items and listing changes flow into generation without manual management.
Connectors, plugins, and MCPs
Link connected retailers by API and reach partner platforms through plugins, connectors, and emerging MCP tooling.
Forty-plus platform ingestion
Normalize fragmented social, retail, display, and CTV data through uploads when no API exists.
Ash, the autonomous media agent
Ash analyzes campaigns and creative, then delivers recommendations your customers can act on in context.
Automated A/B recommendations
Run control groups and receive guidance on which compliant creative deserves the next increment of budget.
Creative performance measurement
See precisely how each creative change drove conversions, normalized across every ad set generated.
PDP health scoring
Track traffic and add-to-cart lift in custom windows to prove product page enhancements paid off.
Fully custom visualization
Configure dashboards per account to present normalized media data without rebuilding reporting per network.
Transparent ad-spend billing
Consolidate invoices, payment methods, and seats with a two-percent model tracked against normalized ROAS.
Approval and delivery alerts
Notifications and emails keep reviewers and account teams moving through approvals from one hub.
Advertising Softwares
Frequently asked questions
Add the AI-native layer, not the roadmap
Compliant creative, digital shelf content, and normalized retail data behind your advertising platform — embedded or white-label.
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
