A Headless Content Supply Chain For Tech-Enabled Agencies
Your software already audits listings, bids on search, and reports on spend. AdFury adds the piece it cannot automate: an API-driven creative engine that renders retailer-compliant assets in seconds instead of design-queue weeks.
Your agency operating system
api.adfury.ai/v1POST /v1/catalog/generate
Authorization: Bearer af_live_••••7b92
- "client_brand":
- "herbasul_wellness"
- "catalog_scope":
- "all_skus"
- "networks":
- ["walmart_connect", "amazon_ads", "roundel"]
- "modules":
- ["item_spec_5.0", "dsp_multi_ratio"]
- "callback_url":
- "https://agency-os.internal/adfury"
- catalog.ingestPIM, DAM, and retailer feeds normalized into one schemaMiddleware
- creative.renderRich media and every display ratio built per SKU, fully layeredAI engine
- spec.validateSafe zones, logo clearance, and claim rules cleared before publishPre-flight
- retailer.syndicateAssets pushed straight to retail consoles, no design queue in betweenServer-to-server
Every call runs inside the client's brand scope, so guidelines, legal policy, and retailer specs are enforced before anything publishes.
Book an Agency DemoDirect API connectivity to the networks your retainers run on
Plus Target Roundel, Kroger Precision Marketing, Albertsons Media Collective, and 40+ further platforms ingested without an API.
The content supply chain chokepoint
Your software commoditized search. Creative is what still costs you margin.
Tech-enabled agencies bridge proprietary software stacks with enterprise account management across Amazon, Walmart, Target, Instacart, and Kroger. The stack handles bidding, auditing, and reporting. Everything visual still routes through human graphic labor — and that latency is where coverage, launch dates, and gross margin are lost.
- 2026 addressable market for tech-enabled agencies in retail product content management
$1.68B
2026 addressable market for tech-enabled agencies in retail product content management
- 2026 addressable market for tech-enabled agencies across retail media networks
$14.2B
2026 addressable market for tech-enabled agencies across retail media networks
- combined opportunity across both by 2030, as budgets follow first-party transaction data
$28B+
combined opportunity across both by 2030, as budgets follow first-party transaction data
- human design labor per SKU for one compliant rich media suite, at roughly $350 an item
4.5 hrs
human design labor per SKU for one compliant rich media suite, at roughly $350 an item
The manual design chokepoint
Bidding and diagnostics are automated; visual assets are not. A single Item Spec 5.0 suite or Premium A+ layout still costs 4.5 hours of design labor, and multi-ratio banner adaptation burns 20+ hours a week per team member.
The 20% catalog coverage ceiling
Because design labor is cost-prohibitive, enhanced content is rationed to the top 10–20% of hero SKUs. The other 80% of your clients' catalogs stay flat packshots and bullet points, capping both shelf share and your ARR.
Specification fragmentation
Every network enforces its own dimensions, safe zones, file weights, and banned promotional vocabulary. Unvalidated assets get rejected 15% of the time, and each rejection loop pushes launch two to four weeks out.
Revenue coupled to headcount
Taking on a larger catalog means hiring more designers, which drags enterprise retainer gross margin from 55% down to 38–44% and holds EBITDA at 12–15% — the opposite of the software multiple you are building toward.
Creative blind to live inventory
Static pages and banners keep running when store stock drops or a fulfillment nil-pick hits, wasting 5–12% of working spend on out-of-stock items and inviting retailer search ranking penalties.
The agentic shopping gap
Over 70% of shoppers already use LLMs to discover products. Listings without JSON-LD microdata, deep technical taxonomies, and WCAG 2.1 AA rich media never establish citation authority, so autonomous agents skip them.
AdFury removes the one layer your stack was never built to automate. Talk to AdFury
Built for headless delivery
Decouple what you deliver from who you have to hire.
Your platform · listing health
client: stride_and_soul- No rich media modules412 SKUsRemediate
- Incomplete display ad set38 placementsRemediate
- Alt text below WCAG 2.1 AA1,204 imagesRemediate
- REST API
- MCP server
- Workspace plugins
- Webhooks
Generate From Inside The Software You Already Sell
Post a product URL to api.adfury.ai/v1 and the engine extracts imagery, removes backgrounds, renders compliant creative, and pushes it server-to-server to retail consoles. Connect through the REST API, the MCP server, or workspace plugins so a diagnostic defect alert becomes a one-click remediation instead of a design ticket — and client assets held in your own DAM inject straight into the generation.
Try NowEnhanced content coverage · 4,812 SKU catalog
- Manual design retainer
- 18%
- Headless generation
- 100%
- Comparison tables
- 360 spinners
- Feature carousels
- FAQ modules
Item Spec 5.0 modules lift detail page conversion up to 39%
Break The 20% Catalog Coverage Ceiling
Autonomously convert whole SKU datasets into Item Spec 5.0 and Premium A+ modules: comparison tables, 360 spinners, feature carousels, and FAQs, rendered in under 30 seconds per SKU rather than 4.5 hours. Long-tail coverage becomes a syndication package you can sell a CMO, not a cost you have to ration.
Try Now
One source packshotModus single-serve coffee maker · uploaded once
Amazon DSP
Leaderboard
Walmart Connect
In-grid
Roundel
Skyscraper
Pre-flight validation cleared
- Pixel dimensions
- Safe zones
- Logo clearance
- Text-to-image ratio
- File weight
- Promotional claims
Rejection rate under 1%, so trade budget keeps working instead of waiting out a two-week resubmission loop.
End Multi-Ratio Resizing Hell
Contextual generative outpainting expands one packshot into every placement your networks require without cropping or warping packaging, and every output stays a layered file your team can still edit. Pre-flight validation clears dimensions, safe zones, logo lockups, and claim rules before publish, holding rejections under 1%.
Try NowLive inventory telemetry
- Store 4821 · Rogers, ARIn stock
- Store 1197 · Bentonville, AR6 units
- Store 3306 · Springdale, AROut of stock
Paused · flavor out of stock
Serving · in-stock variant
PDP module swapped to match
Bids throttle and comparison modules rewrite themselves when store-level stock drops, instead of paying for clicks on an unavailable item.
Wire Creative To Live Store Inventory
Link streaming inventory feeds to campaign pacing so bids throttle and creative variants swap when store-level stock depletes. Ad sets follow real availability, PDP modules rewrite to match, and working media stops funding clicks on items a shopper cannot buy.
Try Nowapplication/ld+json · aurora_hydrating_lotion
- "@type":
- "Product"
- "gtin14":
- "00860004521082"
- "additionalProperty":
- ["spf", "fragrance_free"]
- "accessibilityFeature":
- ["alternativeText", "structuralNav"]
WCAG 2.1 AA
- Contrast ratios
- ARIA metadata
- Alt text
- Keyboard order
Semantic keyword velocity
- fragrance free body lotion
- +38%
- aloe hydrating lotion
- +21%
- sensitive skin daily lotion
- +14%
Make Client Catalogs Legible To Shopping Agents
Every deliverable ships with JSON-LD microdata, ingredient and attribute taxonomies, and ARIA-accessible rich media, so listings hold citation authority inside Rufus and other conversational assistants. Semantic keyword and competitor data shows which categories to claim first, and Generative Engine Optimization becomes a premium retainer tier.
Try NowReal results
Software economics on work you used to bill by the hour
- less time per rich media suite — 4.5 hours down to under 30 seconds
99.8%
less time per rich media suite — 4.5 hours down to under 30 seconds
- retail network rejection rate, down from an industry 15–18%
<1%
retail network rejection rate, down from an industry 15–18%
- gross operating margin, up from 38–44% on manual design
68–74%
gross operating margin, up from 38–44% on manual design
- revenue per employee as account teams carry 25+ brands each
3.5x
revenue per employee as account teams carry 25+ brands each
The numbers behind the model
Manual production against headless infrastructure
Every line below is the same work, measured against the way your production runs today.
| Metric | Manual design agency | AdFury.ai headless | Value driver |
|---|---|---|---|
| Item Spec 5.0 rich media turnaround | Manual4.5 hours per SKU | AdFuryUnder 30 seconds per SKU | Turnaround compresses from weeks to seconds |
| Per-asset creative production cost | Manual$250 – $500 | AdFury$15 – $35 | Removes studio shoots and manual design retainers |
| Retail network ad rejection rate | Manual15% – 18% | AdFuryUnder 1% | Pre-validation keeps working media active |
| Quarterly creative output per pod | Manual150 – 300 assets | AdFury1,200 – 2,500+ assets | Asset volume decouples from design headcount |
| Detail page conversion rate | ManualBaseline flat PDPs | AdFury+25% to +39% | Interactive modules turn browsers into buyers |
| E-commerce product return rate | Manual19.3% average | AdFury15.4% | Accurate visuals and sizing close shopper info gaps |
| Agency gross operating margin | Manual38% – 44% | AdFury68% – 74% | Automation replaces linear design hiring |
| Agency EBITDA margin | Manual12% – 15% | AdFury30% – 36% | Unlocks the premium multiple software buyers pay |
| Revenue per employee | Manual$130k – $160k | AdFury$450k – $600k+ | Account teams manage 25+ brands instead of 6 – 8 |
The AdFury.ai App
Two engines, one credential
Run them in the interface or call them over the API — the same brand scopes, retailer specs, and seat permissions apply either way.
Retail Media App
Headless creative automation engine
Launch high-volume creative iterations across networks with programmatic outpainting, driven by your workspace or by a call to the API.
- Build campaigns at scaleConstruct retail media campaigns inside one platform-agnostic workspace, which retires the per-network connector maintenance your engineers carry today.
- Compliant placement generationProduce every required ad size instantly as API-compliant display creative, holding network rejection rates near zero.
- Dynamic creative resizeOutpainting reframes assets for each placement instead of cropping them, and every resize stays a fully editable layered file.
- Targeting-driven generationGenerate display ads straight from targeting schemas, linked to localized operational telemetry and live store inventory.
- Automated data ingestionUpload platform exports for instant auto-mapping, pulling media data from 40+ platforms into one unified view.
- Semantic keyword intelligenceSee category competitors and top-velocity search terms in an agnostic view, then aim campaigns at demand that converts.
Digital Shelf App
Headless catalog content automation
Programmatically generate layered visual assets and deploy API-compliant rich media across an entire client catalog, not just its hero SKUs.
- Generate AI-native PDP imageryDrop in a product URL to produce fully compliant detail page imagery, removing the 4.5-hour design chokepoint per SKU.
- High-velocity image generationStudio, lifestyle, and mobile-optimized infographic imagery at 10x scale, matching the volume retail algorithms reward.
- Layered editing and refinementBackgrounds, packshots, copy, and brand marks stay on separate layers, so a revision never means regenerating the scene.
- Central listing managementUpdate titles, attributes, and imagery across fragmented retail networks, with bulk refreshes across hundreds of SKUs at once.
- Automated Item Spec 5.0Convert SKU datasets into immersive modules — comparison tables, 360 viewers, carousels, FAQs — that lift detail page conversion.
- Strict API complianceMiddleware engineered for retailer rich media APIs such as Walmart OmniSpec keeps every published module inside spec.
- High-fidelity downloadsExport agency-owned imagery in 2K or 4K with editable source files, ready for client revisions or a competing deliverable.
Managed services
White-label capacity behind your own platform
Call the API with your own team, hand production to ours, or split the work by client. Either way the output ships under your agency's name and inside your reporting.
Retail Media managed service
Retail media specialists run production and optimization behind your software, so a new enterprise win never waits on a design hire or a sprint.
- Campaign build and activation across Amazon, Walmart, Instacart, and 40+ platforms
- Full display ad sets produced and pre-validated to every placement spec
- Continuous variation testing to counter creative fatigue mid-flight
- Bid and creative pacing tied to live store-level inventory signals
- Consolidated cross-platform reporting your platform presents as its own
Digital Shelf managed service
Retail experts produce and publish the catalog content your diagnostics keep flagging, from long-tail imagery to rich media pushed against retailer APIs.
- PDP imagery produced at catalog scale: studio, lifestyle, and infographic
- Item Spec 5.0 and Premium A+ modules built and published against retailer APIs
- Title, description, and attribute optimization for semantic retail search
- JSON-LD microdata and WCAG 2.1 AA remediation across the client catalog
- PDP health scoring on glance views, traffic, and add-to-cart lift
Integration
How the engine goes live inside your stack
Provision credentials and scopes
Each client gets its own brand profile, extracted straight from their website, with guidelines and legal policy uploaded once. API keys inherit that scope, so a call can only touch the catalog it is authorized for.
Connect the catalog and the networks
Point AdFury at the PIM, DAM, or retailer APIs you already sync, and ingest the platforms without APIs by upload. Product data normalizes into one schema your software can read back.
Embed the API in your platform
Wire api.adfury.ai/v1 into your listing diagnostics and campaign modules so a flagged defect becomes a one-click remediation. Assets return to your callback, layered and pre-validated.
Run the programmatic creative audit
Audit a target account's high-volume SKUs, deliver the scorecard on missing modules and failing contrast ratios, then syndicate the fixes and report the conversion lift back to the client.
A complete solution
Governance, security, and billing built for a software-shaped agency
Multi-tenant scopes, catalog syncing, machine-to-machine governance, and consolidated invoicing — the operational layer an enterprise procurement review actually asks about.
Instant client brand profiling
Onboard an enterprise account by extracting logos, colors, and identity from their website instead of running a manual setup project.
Enforced brand compliance
Upload guidelines and legal policy once so every generation stays on-brand and clear of accessibility liability.
Adaptive AI brand profiler
Each generation trains the profile further, so precision improves across the roster without adding reviewers.
Secure client brand silos
Client catalogs and creative stay visible only to the agency users you explicitly authorize.
Two-factor authentication
Every login is protected at the account level, keeping client consoles and catalog access locked down.
Agency team management
Manage every seat under one account and control brand access and editing rights per person.
Automated catalog synchronization
Client product data syncs on a schedule and formats backend feeds for Generative Engine Optimization as it lands.
Unified retail media platforms
Link Amazon, Walmart, Instacart, and more by API to centralize campaign data behind the walled gardens.
MCP and plugin integration
Connect existing workspace platforms through plugins and an MCP server for machine-to-machine catalog governance.
Forty-plus platform ingestion
Bring in data from platforms with no API through CSV, Excel, and auto-mapped uploads, retiring integration debt.
Ash, your AI creative agent
Ash reads campaigns and assets, then recommends where to optimize — in chat anywhere in the app or over MCP.
Automated PDP health scoring
Track glance views and add-to-cart lift to prove the incremental impact of the modules you deployed.
Client performance dashboards
Configure a dashboard per client to visualize high-velocity media data across retailer-owned touchpoints.
Unified agency billing
Consolidate client invoices, payment methods, and agency seats into one dashboard with transparent spend tracking.
Incremental ROAS attribution
Track return on ad spend alongside transactions to prove true incremental value and defend the retainer.
Tech-Enabled Agencies
Frequently asked questions
Sell infrastructure, not billable design hours
Put a headless content supply chain behind your agency software and guarantee enterprise clients full catalog coverage.
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
