Turn Your Agency OS Alerts Into One-Click Remediation
Your platform already audits the digital shelf, partitions clients, and executes bids. AdFury supplies the generative engine it is missing — so every content defect your dashboard flags gets fixed in under 30 seconds instead of waiting 4.5 hours on a design queue.
Listings & Content audit
api.adfury.ai/v1- 512 SKUs missing comparison tablesWalmart · Item Spec 5.0Remediate
- Suppressed listing, image below specAmazon · Seller CentralRemediate
- Display creative failed safe-zone checkTarget · RoundelRemediate
- Banner running against out-of-stock sizeInstacart · dark storeRemediate
- Catalog feed missing JSON-LD schemaRufus · agentic searchRemediate
Every call runs inside one client's brand scope, so guidelines, legal policy, and retailer specs clear before anything reaches a retail console.
Book a Partner DemoCompliant on the endpoints your audit modules already scan
Plus Target Roundel, Kroger Precision Marketing, Albertsons Media Collective, and 29+ more retail connectors normalized into one schema your platform can read.
The remediation void
Your platform can find every content defect. It cannot fix one.
Agency Operating Systems became the SaaS layer that runs multi-client partitioning, cross-account listing governance, buy-box defense, and bid execution for more than 100,000 marketplace agencies and aggregators. Search bidding, dayparting, and audit scanning are solved. The remediation step never got automated — and that is where listing quality scores, launch dates, and logo retention are lost.
- 2026 Agency OS software ARR in retail product content management, on track for $1.82B by 2030
$845.0M
2026 Agency OS software ARR in retail product content management, on track for $1.82B by 2030
- matching Agency OS licensing revenue inside the retail media network channel
$845.0M
matching Agency OS licensing revenue inside the retail media network channel
- baseline compound annual growth across both channels, exceeding $4.25B each by 2036
21.14%
baseline compound annual growth across both channels, exceeding $4.25B each by 2036
- of automated listing defect alerts ignored outright, because nothing in the stack can act on them
65%
of automated listing defect alerts ignored outright, because nothing in the stack can act on them
The diagnostic alert remediation void
Your audit modules scan the digital shelf continuously and name every suppressed ASIN, broken contrast ratio, and missing below-the-fold module. They stay passive monitors, so notification fatigue buries 65% of the alerts and listing quality scores drag client renewals down with them.
Creative production labor latency
With no generative engine behind the alert, remediation falls to human design queues. One compliant Item Spec 5.0 suite or Premium A+ layout costs 4.5 hours and roughly $350 per SKU, which rations enhanced content to the top 10–20% of hero items.
Multi-ratio resizing and rejections
Every retail media network enforces its own pixel dimensions, safe zones, text ratios, and banned promotional copy. Unvalidated display creative is rejected 15% of the time, pushing launches two to four weeks out and leaving trade budget unspent.
Commoditized numeric bidding
Target ACoS and dayparting automation is now table stakes inside retailer seller consoles. Basic bid manipulation no longer commands a premium annual contract value or drives usage-based ARR expansion on its own.
API maintenance debt
Keeping 29+ shifting retail connectors alive consumes 25–30% of internal engineering R&D on schema changes, deprecations, and rate limits — spend that patches walled gardens instead of shipping differentiation.
Agentic commerce disintermediation
Over 70% of consumers already run product evaluation through an LLM, and 59% of CPG executives expect autonomous agents to mediate purchases by 2031. Listings without JSON-LD microdata and WCAG 2.1 AA rich media never earn citation authority.
AdFury closes the void by API instead of by roadmap, so your audit module becomes a closed-loop remediation engine. Talk to AdFury
Built for Agency OS platform teams
From passive alerting to closed-loop remediation.
Alert #4187 · below-the-fold content missing
Cleared- Comparison tablePublished
- 360 spinnerPublished
- Feature carouselPublished
- FAQ modulePublished
Cleared in 27 seconds instead of 4.5 hours, with no design ticket opened
Resolve Diagnostic Alert Remediation Voids
Place a one-click remediation trigger next to every content defect your audit module raises. The engine scrapes the product URL, renders spec-compliant Item Spec 5.0 rich media and PDP imagery, and pushes it server-to-server to the retail console. Assets return fully layered, so an account manager edits copy or swaps a packshot without regenerating the scene.
Try NowMaintained for you
- Amazon Ads · SP-APIAdFury
- Walmart Connect · Item Spec 5.0AdFury
- Target RoundelAdFury
- Instacart AdsAdFury
- Kroger Precision MarketingAdFury
- Criteo · CitrusAd white-labelAdFury
- + regional grocery, social, and CTV sources ingested without an API
What your team gets back
- R&D on connectors
- 0%
- Schema drift tickets
- None
- Endpoints normalized
- 29+
The 25–30% of R&D spent patching schemas goes back to your product
Normalize 29+ Multi-Retailer APIs
Stop financing walled-garden maintenance out of your own R&D. AdFury owns the connectors to Amazon, Walmart, Target, Instacart, Kroger, and the Criteo and CitrusAd white-label DSPs, absorbs every schema change and rate limit, and hands your platform one consistent structure. Anything without an API arrives by upload and is auto-mapped on ingestion.
Try NowScintilla push feed
- Mixed berry pouchIn stock · 41 storesServing
- Apple cinnamon barNil-pick · 6 storesVariant swapped
- Banana oat bitesIn stock · 38 storesServing
The banner re-renders against the flavor that is actually on the shelf, and bids throttle with it.
Prevent Out-of-Stock Ad Spend Waste
Wire streaming inventory telemetry straight into creative and bidding. When store-level stock dips or a fulfillment nil-pick lands, banners auto-substitute the flavor or size that is actually on the shelf and campaign bids throttle with it — instead of paying to advertise an item nobody can add to cart.
Try NowJSON-LD for AI agents
- "@type":
- "Product"
- "name":
- "Modus Single-Serve Coffee Maker"
- "material":
- "brushed stainless, matte housing"
- "additionalProperty":
- ["capacity", "wattage", "pod format"]
- "accessibility":
- "WCAG 2.1 AA · ARIA labeled"
- Amazon Rufus
- Walmart Sparky
- ChatGPT Shopping
- Gemini
Ship Generative Engine Optimization By Default
Every catalog export leaves with structured JSON-LD microdata, deep technical taxonomies, and WCAG 2.1 AA accessible rich media attached. Your subscribers' listings hold citation authority inside Rufus, conversational assistants, and generative search, which future-proofs their shelf against zero-click AI discovery and gives you a defensible reason to renew.
Try Now
Every asset above was generated from a product URL, validated against retailer specs, and returned as an editable layered file.
Real results
Numbers you can take into a renewal conversation
- faster rich media turnaround, from 4.5 hours to under 30 seconds per SKU
99.8%
faster rich media turnaround, from 4.5 hours to under 30 seconds per SKU
- lower per-asset production cost your subscribers stop paying a design retainer for
88%
lower per-asset production cost your subscribers stop paying a design retainer for
- retail network rejection rate on pre-validated creative
<1%
retail network rejection rate on pre-validated creative
- annual agency subscriber logo churn once remediation lives in the platform
<4.2%
annual agency subscriber logo churn once remediation lives in the platform
The numbers behind the integration
Audit-only platform against embedded remediation
Every line below is the same workflow, measured against the way your subscribers clear content defects today.
| Metric | Passive Agency OS | Embedded AdFury.ai | Value driver |
|---|---|---|---|
| Item Spec 5.0 rich media turnaround | Audit only4.5 hours per SKU, manual | AdFuryUnder 30 seconds per SKU | Asset production compresses from weeks to seconds |
| Per-asset creative production cost | Audit only$250 – $500 | AdFury$15 – $35 | Removes studio shoots and design retainers entirely |
| Retail network ad rejection rate | Audit only15% – 18% | AdFuryUnder 1% | Pre-validation prevents launch delays and idle media |
| Quarterly creative output per pod | Audit only150 – 300 assets | AdFury1,200 – 2,500+ assets | Asset volume decouples from graphic design headcount |
| Detail page conversion rate | Audit onlyBaseline flat PDPs | AdFury+25% to +39% | Rich media modules turn browsers into buyers |
| E-commerce product return rate | Audit only19.3% average | AdFury15.4% | Accurate visuals and sizing tables close info gaps |
| Agency OS software gross margin | Audit only78% – 82% | AdFury84% – 88%+ | Unlocks high-margin usage-based creative ARR tiers |
| Agency subscriber logo churn | Audit only12% – 18.5% annual | AdFuryUnder 4.2% annual | Remediation makes the platform an indispensable engine |
| Account executive capacity | Audit only12 brands per AE | AdFury25+ brands per AE | 3.5x labor leverage lifts agency margins past 30% |
Value propositions for Agency OS
What each suite is worth to a multi-tenant platform
Six suites, mapped to the friction an Agency OS actually carries: remediation voids, API maintenance debt, out-of-stock waste, and the margin squeeze underneath all three.
Ash
Your MCP conversational copilot
Analyzes campaigns to deliver automated recommendations, decoupling headcount to optimize media and margins.
Dashboard
Normalize 29+ multi-retailer APIs
Surfaces published creatives and account health by normalizing 29+ APIs, overcoming fragmentation to decouple headcount instantly.
Notifications
Resolve diagnostic alert remediation voids
Real-time alerts on generations resolve diagnostic alert remediation voids and 4.5-hour manual design bottlenecks.
Brands
Normalize multi-retailer brand profiling
Automatically build full brand profiles by normalizing 29+ APIs, decoupling headcount and alleviating severe agency margin squeeze.
Products
Generative engine optimization catalog sync
Sync product data using JSON-LD for AI agents, driving generative engine optimization and decoupling manual management headcount.
Users
Secure multi-retailer API brand silos
Keep brand data siloed while teams execute normalized 29+ API updates, ensuring secure access across client accounts.
Generate
Eliminate 4.5-hour manual design bottlenecks
Drop in a URL to instantly generate complete PDP imagery, eliminating 4.5-hour manual design bottlenecks and remediation voids.
Rich Media
Mitigate e-commerce return rates
Deploy comparison tables and 360 viewers to answer shopper questions, mitigating e-commerce return rates through interactive modules.
Listings
Generative engine optimization listing unification
Manage listings centrally using JSON-LD for AI agents, powering generative engine optimization to decouple catalog management headcount.
Ad Resizer
Eliminate 4.5-hour manual design bottlenecks
Expand and reframe creative to fit any dimension, eliminating 4.5-hour manual design bottlenecks and diagnostic alert voids.
Build
Normalize 29+ APIs for campaigns
Construct retail campaigns across platforms by normalizing 29+ APIs, bypassing fragmentation to decouple headcount and improve margins.
Manage Campaigns
Prevent out-of-stock ad spend waste
Adjust active campaigns using Scintilla push feeds, preventing out-of-stock ad spend waste and keeping delivery perfectly aligned.
Media Analytics
Normalize APIs to decouple headcount
Pull metrics from over forty platforms by normalizing 29+ APIs, decoupling headcount to relieve agency margin squeeze.
Creative Intelligence
MCP conversational copilot testing recommendations
Run custom test groups and receive MCP conversational copilot recommendations on which assets to scale for profitability.
PDP Scoring
Mitigate e-commerce return rates
Track traffic and add-to-cart lift to prove enhancement impact, mitigating e-commerce return rates through optimized rich media.
Keywords
Generative engine optimization keyword intelligence
Access true Walmart keyword data via JSON-LD for AI agents, powering generative engine optimization to drive conversions.
Competitive
MCP conversational copilot competitor analysis
See who is winning your category using MCP conversational copilots, adjusting content strategy instantly to compete.
Ad Resizer
Decouple headcount with editing plugins
Edit through custom plugins like Canva, decoupling headcount to port creative across partners and relieve margin squeeze.
Home Suite
MCP Conversational Copilot Command Center
Access centralized project alerts via MCP conversational copilots, decoupling headcount to relieve agency margin squeeze in workflows.
Account Management Suite
Decouple Headcount With A Unified Hub
Centralize multi-brand identity and normalize 29+ APIs, decoupling headcount while securing seamless retail catalog synchronization for agencies.
Catalog Suite
Resolve Diagnostic Alert Remediation Voids
Instantly generate visual assets to resolve diagnostic alert remediation voids, bypassing 4.5-hour manual design bottlenecks without rejection.
Media Suite
Eliminate Out-of-Stock Ad Spend Waste
Launch high-volume creative iterations using Scintilla push feeds, eliminating out-of-stock ad spend waste and 4.5-hour manual bottlenecks.
Analytics Suite
Shipped-and-Posted Net Profit Accounting Intelligence
Track multi-platform conversions using Amazon Finance API integrations, delivering shipped-and-posted net profit accounting for deep product page scoring.
Tools Suite
Generative Engine Optimization Scaling Intelligence
Harvest competitive search data using JSON-LD for AI agents alongside rapid outpainted resizing to capture buyer velocity.
The AdFury.ai App
Two engines behind one Agency OS login
Display creative and digital shelf content run side by side, so the placement your platform buys and the product page it lands on are remediated in the same pass.
Retail Media App
Multi-ratio display generation and pre-validation
The layer that turns a campaign brief into every banner each network will accept — the step your bidding engine hands to a designer today.
- Contextual generative outpaintingBackgrounds expand to 300x250, 160x600, 728x90, 300x600, and every other ratio without cropping, warping, or distorting packaging text and logos.
- API pre-validation before publishPixel density, safe zones, typography, logo clearance, and banned promotional copy clear against network rules, dropping rejections below one percent.
- Shoppable and localized unitsMulti-item recipe banners and category headers render for Instacart, with creative linked to dark-store stock counts.
- Fatigue-aware iterationHigh-volume variation sets generate on demand, with control groups naming the creative that deserves the next increment of spend.
- Grouped multi-network initiativesBundle retail, social, CTV, and display activations into one initiative, including the networks your platform cannot connect directly.
- Layered, non-destructive outputBackgrounds, packshots, text overlays, and brand marks stay on separate PSD and SVG layers, so an edit never means a regeneration.
Digital Shelf App
Item Spec 5.0 rich media and PDP imagery
The remediation half: everything your Listings and Content module flags, generated and published without a human in the loop.
- PDP imagery from a product URLStudio, lifestyle, seasonal, and infographic imagery renders at 2K and 4K with packaging realism held intact — no photoshoot, no hallucinated logos.
- Retailer rich media middlewarePurpose-built for Walmart OmniSpec and Item Spec 5.0, Amazon Premium A+, and Target Plus, so published modules stay live automatically.
- Accessible interactive modulesWCAG 2.1 AA comparison tables, 360 spinners, feature carousels, and FAQs that load in under two seconds.
- Bulk listing remediationTitles, descriptions, attributes, and imagery refresh across hundreds of client SKUs and every connected retailer at once.
- GEO-ready catalog exportJSON-LD schemas, technical taxonomies, and ARIA metadata attach on the way out, so listings hold citation authority with shopping agents.
- PDP health scoringGlance views, traffic, and add-to-cart lift tracked in custom windows, proving the remediation moved the number.
Integration
Partner for the engine instead of building it
Layout software is expensive to build and unrewarding to maintain. AdFury is engineered to be embedded, so the remediation capability ships as an integration rather than a multi-quarter roadmap bet.
- REST API and MCP server endpointsCall api.adfury.ai/v1 from inside your listing diagnostic dashboard, or expose MCP endpoints so an agency's conversational copilot can trigger generation itself — "find every beauty SKU missing a clinical comparison table and deploy compliant rich media."
- Upstream PIM and DAM bridgeAdFury sits as retail middleware between master repositories like Salsify, Akeneo, and Syndigo and the retail endpoints downstream, so the raw feeds your platform already ingests become generation inputs.
- Multi-tenant partitioning and white-labelingEvery subscriber brand gets its own account, catalog, kit, guidelines, and legal policy. Output downloads in high fidelity with no AdFury marking, behind two-factor authentication and the access rules you set.
- Usage-based creative ARR tiersPrice rendered rich media modules and display suites at $15–$35 while your subscribers save 88% against a design retainer — margin expansion on both sides of the invoice, with the compute cost on us.
Headless content supply chain
Upstream repositories
Salsify · Akeneo · Syndigo · raw feeds
Retail AI Brain
Retailer specs · WCAG 2.1 AA · layered layouts · JSON-LD
- Images App
- Ads App
- Rich Media App
Headless REST API / MCP
api.adfury.ai/v1 · one-click remediation
Your Agency OS audit modules
Listings & content · buy-box · campaign orchestration
Multi-retailer endpoints
Amazon Ads · Walmart Connect · Roundel · Instacart
AdFury generates, validates, and syndicates. Your platform keeps the subscriber, the interface, and the contract.
Managed services
A remediation team you do not have to staff
Give subscribers the App to run themselves, hand execution to our specialists, or split it by account tier. Either way the work ships under your name.
Retail Media managed service
Our retail media specialists run creative production and in-flight optimization behind your platform, so an enterprise subscriber never waits on your release cycle to get compliant banners.
- Campaign build and activation across Amazon, Walmart, Instacart, Roundel, and 29+ more endpoints
- Full display sets produced, outpainted, and pre-validated to every placement spec
- Continuous variation testing to counter creative fatigue mid-flight
- Bids and creative throttled against streaming store-level inventory telemetry
- Normalized cross-platform reporting delivered under your brand
Digital Shelf managed service
Retail experts clear the remediation backlog your audit modules have been accumulating, adding a service line you can resell without hiring a content team.
- PDP imagery produced at catalog scale: studio, lifestyle, seasonal, and infographic
- Item Spec 5.0 and Premium A+ rich media built and published against retailer APIs
- Title, description, and attribute remediation for listing quality score recovery
- Bulk refreshes across hundreds of client SKUs and every connected retailer
- JSON-LD and ARIA metadata applied so listings stay legible to shopping agents
Implementation roadmap
How remediation goes live inside your platform
Reposition the platform value proposition
Stop selling a diagnostic alerting box. Position the Agency OS as an autonomous closed-loop remediation engine that guarantees subscribers full catalog coverage of Item Spec 5.0 rich media, recovered listing quality scores, and GEO-ready semantic schemas.
Embed api.adfury.ai/v1 into the audit modules
Drop a one-click "Remediate with AdFury" trigger beside every content defect alert in your listings and content dashboard. The call generates and deploys compliant modules in under 30 seconds, with no design ticket in between.
Monetize usage-based creative ARR tiers
Introduce metered pricing at $15–$35 per rendered rich media module or display suite. Software gross margin expands past 84% while subscribers still cut production cost 88% against a manual design retainer.
Deploy MCP creative endpoints
Stand up Model Context Protocol endpoints so conversational copilots — yours or an agency's own LLM agents — can query the catalog and trigger generation programmatically instead of clicking through your UI.
Synchronize bidding with streaming inventory
Link store-level inventory telemetry directly to the bidding and creative engines, so campaigns throttle and PDP modules substitute automatically when stock dips below threshold.
A complete solution
The operations layer under every tenant you serve
Tenant partitioning, 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 subscriber brand from a website link, with logos, colors, and identity normalized automatically across every connected retailer.
Enforced brand compliance
Upload guidelines and legal policy once so every generation downstream of your platform clears on-brand and spec-compliant.
Siloed multi-tenant security
Brand data stays visible only to the users you explicitly allow, with two-factor authentication on every login.
Layered, non-destructive files
Backgrounds, packshots, copy, and brand marks stay on separate PSD and SVG layers, so an edit never triggers a full regeneration.
Autonomous asset manager
Hold subscriber imagery in a DAM with no API dependency and inject it into automated generations on demand.
Autonomous catalog sync
Product data pulls automatically, so new items and listing changes flow into generation without manual catalog management.
Forty-plus platform ingestion
Normalize fragmented retail, social, display, and CTV data through auto-mapped uploads wherever no API exists.
JSON-LD and ARIA metadata
Structured microdata and WCAG 2.1 AA accessibility attach on export, keeping listings citable by autonomous shopping agents.
Streaming inventory linkage
Store-level stock feeds drive creative substitution and bid throttling, so working media never runs against an unavailable item.
Ash, the MCP conversational copilot
Ash reads campaigns and creative, then returns recommendations your subscribers can act on inside their own console.
Automated A/B recommendations
Run control groups and receive guidance on which compliant creative deserves the next increment of budget.
PDP health scoring
Track glance views, traffic, and add-to-cart lift in custom windows to prove a remediation paid for itself.
Fully custom visualization
Configure dashboards per account to present normalized media data without rebuilding reporting per network.
Net profit accounting
Amazon Finance API integration surfaces shipped-and-posted net profit, so spend is judged against realized margin.
Approval and delivery alerts
Notifications and emails keep reviewers and account teams moving through remediation approvals from one hub.
Agency OS
Frequently asked questions
Make every alert in your platform actionable
Embed the remediation engine your Agency OS is missing — compliant rich media, multi-ratio display, and GEO-ready catalog content, by API 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
