AdFury

Your Rails Move The Feed. AdFury Makes It Sell.

Distributed commerce platforms already normalize taxonomy, reconcile inventory, and route drop-ship orders. AdFury adds the creative supply chain underneath — turning every raw supplier URL into spec-compliant Item Spec 5.0 rich media and multi-ratio display in under 30 seconds per SKU.

Merchant catalog ingested

api.adfury.ai/v1
  • Flat packshot, 5 bullet pointsShopify merchant · 1,840 SKUsEnrich
  • No below-the-fold rich mediaWalmart Marketplace · Item Spec 5.0Enrich
  • No multi-ratio display creativeMirakl Ads · 16:9, 1:1, 4:5Enrich
  • Unstandardized titles and taxonomySupplier ERP · SAP exportEnrich
  • No JSON-LD semantic microdataRufus · agentic shoppingEnrich
  • Modus banner ad creative reading minimalism in motion
  • Modus ad creative reading clean design for daily blends with a shop now button
  • Modus tall ad creative reading minimalism in motion with a shop now button
  • Woman lifting a Modus portable blender full of green smoothie in a bright kitchen
Spec-compliant, layered, pushed server-to-server

Every call runs inside one merchant's brand scope, so guidelines, accessibility rules, and retailer specs clear before anything reaches a destination console.

Book a Partner Demo

Compliant on the endpoints your rails already syndicate into

  • Amazon Ads
  • Instacart
  • Walmart Connect
  • Walmart Marketplace

Plus Target Plus, Target Roundel, Kroger Precision Marketing, Albertsons Media Collective, and the Criteo and CitrusAd white-label DSPs — reached without adding a connector to your roadmap.

The ingestion chokepoint

Your rail moves catalogs fast. It cannot make one worth buying.

Distributed Commerce platforms became the cloud-native middleware that ingests master feeds from DTC storefronts and ERPs, normalizes schema, and syndicates virtual inventory into marketplaces, drop-ship networks, and checkout moments for more than 122,000 brand portfolios. Schema mapping, inventory reconciliation, and order routing are solved. Content enrichment never was — and that is where listing quality scores, ad fill rates, and merchant retention are lost.

2026 Distributed Commerce software and network fee revenue in retail product content management, on track for $4.55B by 2030

$1.92B

2026 Distributed Commerce software and network fee revenue in retail product content management, on track for $4.55B by 2030

matching Distributed Commerce revenue inside the retail media network channel, growing on the same curve

$1.92B

matching Distributed Commerce revenue inside the retail media network channel, growing on the same curve

baseline compound annual growth across both channels, exceeding $11.80B each by 2036

24.07%

baseline compound annual growth across both channels, exceeding $11.80B each by 2036

lower conversion on unenhanced syndicated listings than on established native retail brands

39%

lower conversion on unenhanced syndicated listings than on established native retail brands

    The ingestion content quality chokepoint

    Your middleware maps text fields, transforms taxonomy, and routes orders flawlessly. The feeds arriving from Shopify, BigCommerce, and supplier ERPs still carry white-background packshots, unstandardized titles, and flat bullets — so the rail delivers dead content to the digital shelf and listing quality scores land low.

    The multi-ratio display ad chokepoint

    As marketplace rails converge with ad networks, monetization depends on display units brand suppliers rarely provide. Building and resizing creative for 16:9, 1:1, 4:5, 300x250, and 160x600 costs 20+ hours per week per designer, which stalls catalog ad deployment and caps network fill rates.

    Production latency and the coverage ceiling

    One retailer-compliant Item Spec 5.0 suite or Premium A+ layout takes 4.5 hours of graphic design labor and roughly $350 per SKU. Because that math does not scale, rich media is rationed to 15%–20% of hero items and 80%+ of the syndicated catalog stays unoptimized.

    API maintenance debt across 420+ channels

    Keeping bi-directional connectors alive consumes 20%–25% of internal R&D purely to patch unannounced taxonomy changes, schema shifts, deprecations, and rate limits imposed by walled-garden retail platforms — engineering that defends the pipe instead of differentiating it.

    Live supply signals disconnected from the shelf

    Batch polling intervals leave out-of-stock items promoted across external channels and static detail pages unable to react to nil picks. Un-synced campaigns burn 12% to 18% of working ad spend on listings nobody can add to cart, and retailers answer with search ranking penalties.

    Agentic shopping disintermediation

    Over 70% of consumers already run product discovery through an LLM, and 59% of CPG executives expect autonomous agents to mediate purchases by 2031. Syndicated feeds without JSON-LD microdata and WCAG 2.1 AA rich media never establish inference advantage and go invisible to shopping bots.

AdFury closes the content void by API instead of by roadmap, so your feed rail becomes a full-funnel creative commerce rail. Talk to AdFury

Built for Distributed Commerce platform teams

From a fast data pipe to a full-funnel creative rail.

Merchant onboarding · 1,840 SKUs

Retail ready

Supplier feed in

  • 1 white-background packshot
  • 5 unstandardized bullet points
  • No comparison or FAQ modules
  • Title outside retailer taxonomy

Enriched listing out

  • Studio, lifestyle, and infographic PDP set
  • Item Spec 5.0 comparison table
  • 360 spinner and feature carousel
  • WCAG 2.1 AA copy with ARIA metadata
  • Flux cordless drill product photo
  • Flux cordless drill in use on a workbench
  • Modus portable blender on a tiled kitchen counter beside a bowl of spinach

Catalog onboarding drops from 2–4 weeks to under 5 minutes

Enrich Every Ingested Feed On Arrival

Your rail already scrapes the merchant storefront. AdFury turns that same product URL into a complete, spec-compliant listing: studio, lifestyle, and infographic PDP imagery, Item Spec 5.0 rich media modules, and titles written to the destination retailer's taxonomy. Merchants onboard with retail-grade content on day one instead of shipping flat packshots to the digital shelf.

Try Now
Woman by a lakeside campfire relaxing in the Summit folding camp chair

One supplier packshot inContextual outpainting reframes the scene instead of cropping the logo or the pack copy out of it.

  • Summit banner ad creative reading made for crisp camp days

    1200 x 800

  • Summit ad creative reading made for crisp camp days with a shop now button

    600 x 700

  • Summit tall ad creative reading folds up for easy carry with a shop now button

    400 x 600

  • Mantle banner ad creative reading MANTLE makes care easy

    728 x 90 source

  • Mantle ad creative reading quiet precision for lawns with a shop now button

    300 x 250 source

  • Mantle tall ad creative reading MANTLE makes care easy with a shop now button

    160 x 600

Every ratio a network asks for, pre-validated before it is served

Render Multi-Ratio Display For Every Placement

Contextual generative outpainting expands and reframes one supplier packshot into 16:9, 1:1, 4:5, 300x250, 160x600, and 728x90 without cropping or warping packaging text and logos. Pre-validation clears pixel density, safe zones, and copy against each network's rules before delivery, so ad fill rates stop depending on whether a brand happened to supply the right size.

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Maintained for you

  • Amazon Ads · SP-APIAdFury
  • Walmart Connect · Item Spec 5.0AdFury
  • Target Roundel · Target PlusAdFury
  • Instacart AdsAdFury
  • Kroger Precision MarketingAdFury
  • Criteo · CitrusAd white-labelAdFury
  • + cross-border marketplaces, regional grocery, social, and CTV ingested without an API

What your team gets back

R&D on connectors
0%
Schema drift tickets
None
Retail channels
420+

The 20–25% of R&D spent patching schemas goes back to your product

Retire API Maintenance Debt Across 420+ Channels

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 taxonomy change, deprecation, and rate limit, and hands your platform one consistent structure. Anything without an API arrives by upload and is auto-mapped on ingestion.

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Scintilla streaming push feed

  • Daily multivitamin, 60 ctIn stock · 412 storesServing
  • Elderberry gummiesNil-pick · 37 storesVariant swapped
  • Magnesium capsulesIn stock · 388 storesServing

The transaction-moment banner re-renders against the variant that is actually on the shelf, and campaign bids throttle with it.

Woman reaching for a Herbasul multivitamin bottle on a sunlit kitchen island
  • Herbasul banner ad creative reading wellness you can trust with a shop now button
  • Herbasul ad creative reading daily support simply made with a shop now button
  • Herbasul tall ad creative reading wellness you can trust with a shop now button

Stop Paying To Advertise Out-Of-Stock SKUs

Wire streaming inventory telemetry straight into creative and bidding. When store-level stock dips or a fulfillment nil-pick lands, transaction-moment banners auto-substitute the variant that is actually on the shelf and campaign bids throttle with it — reclaiming the 12% to 18% of working media that batch-polled feeds burn on unavailable listings.

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JSON-LD on every syndicated record

"@type":
"Product"
"name":
"Heirloom Manor Cut Crystal Wine Glass"
"material":
"lead-free cut crystal"
"additionalProperty":
["capacity", "set size", "dishwasher"]
"accessibility":
"WCAG 2.1 AA · ARIA labeled"
  • Amazon Rufus
  • Walmart Sparky
  • ChatGPT Shopping
  • Gemini
  • Hand lifting a Heirloom Manor cut crystal wine glass at a candlelit dinner
  • Heirloom Manor cut crystal wine glasses poured for white wine on a walnut table
  • Heirloom Manor cut crystal wine glasses flat lay on slate with a linen napkin and corkscrew
  • Heirloom Manor banner ad creative reading vintage cut crystal
  • Heirloom Manor ad creative reading diamond detail in every sip with a shop now button
  • Heirloom Manor tall ad creative reading vintage cut crystal with a shop now button

Syndicate Catalogs That Shopping Agents Can Read

Every record leaves your rail carrying structured JSON-LD microdata, deep technical taxonomies, and WCAG 2.1 AA accessible rich media. Merchant listings hold citation authority inside Rufus, conversational assistants, and generative search, which future-proofs the catalogs you syndicate against zero-click AI discovery and gives your platform a defensible reason to renew.

Try Now
  • Stride and Soul banner ad creative reading made for crisp miles
  • Stride and Soul ad creative reading made for crisp miles with a shop now button
  • Psyche Rush banner ad creative reading fuel with bold flavor
  • Psyche Rush ad creative reading power up your day with a shop now button
  • Psyche Rush tall ad creative reading fuel with bold flavor with a shop now button

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 merchant renewal

faster rich media turnaround, from 4.5 hours to under 30 seconds per syndicated SKU

99.8%

faster rich media turnaround, from 4.5 hours to under 30 seconds per syndicated SKU

lower per-asset production cost, replacing studio shoots and design retainers

88%

lower per-asset production cost, replacing studio shoots and design retainers

conversion lift on syndicated listings once Item Spec 5.0 media publishes

+39%

conversion lift on syndicated listings once Item Spec 5.0 media publishes

annual merchant portfolio churn once enrichment lives inside the rail

<4.5%

annual merchant portfolio churn once enrichment lives inside the rail

The numbers behind the integration

Unenhanced feed rails against embedded enrichment

Every line below is the same workflow, measured against the way your merchants get content onto the digital shelf today.

Distributed Commerce operating metrics on unenhanced feed rails compared with embedded AdFury.ai infrastructure
Item Spec 5.0 rich media turnaroundLegacy4.5 hours per SKU, manualAdFuryUnder 30 seconds per SKUAsset production compresses from weeks to seconds
Per-asset creative production costLegacy$250 – $500AdFury$15 – $35Removes studio shoots and manual design retainers
Retail network ad rejection rateLegacy15% – 18%AdFuryUnder 1%Pre-validation keeps working media active, not delayed
Syndicated creative output per podLegacy150 – 300 assetsAdFury1,200 – 2,500+ assetsAsset volume decouples from graphic design headcount
Syndicated listing conversionLegacyBaseline flat PDPsAdFury+25% to +39%Item Spec 5.0 rich media turns browsers into buyers
E-commerce product return rateLegacy19.3% averageAdFury15.4%Accurate visuals and sizing tables close info gaps
Platform software gross marginLegacy68% – 72%AdFury78% – 84%+Unlocks high-margin usage-based creative ARR tiers
Syndicated merchant retentionLegacy14.2% annual churnAdFuryUnder 4.5% annual churnSolving enrichment makes the rail indispensable
Catalog onboarding velocityLegacy2 – 4 weeks per catalogAdFuryUnder 5 minutes per catalogThousands of DTC SKUs reach the shelf immediately

Value propositions for Distributed Commerce

What each suite is worth to a syndication rail

Six suites, mapped to the friction a Distributed Commerce platform actually carries: the ingestion content chokepoint, the multi-ratio display deficit, API maintenance debt, and out-of-stock ad waste.

Account Management Suite

Centralized Distributed Commerce Hub

Centralize brand identity and ensure WCAG compliance, eliminating manual bottlenecks across your entire distributed commerce catalog.

  • Brands

    Semantic brand data profiling

    Drop a link to automatically build a brand profile with structured JSON-LD microdata for agentic commerce.

  • Products

    Headless catalog synchronization engine

    Connect a retailer to automatically sync product data, utilizing headless APIs to eliminate manual taxonomy management.

  • Platforms

    Connect fragmented retail marketplaces

    Link connected retailers through APIs to overcome fragmentation, powering data activation and headless creative generation seamlessly.

  • Assets

    Headless creative asset manager

    Store brand imagery in a headless asset manager, eliminating design latency and fueling multi-ratio ad generations.

  • Users

    Centralized distributed team management

    Manage every user centrally to control brand access, eliminating operational bottlenecks across your distributed commerce network.

  • Billing

    Unified commerce billing dashboard

    Manage payments and track seats from one dashboard, eliminating operational bottlenecks across your distributed commerce network.

Catalog Suite

Automated Rich Media Syndication

Instantly generate visual assets and manage listings, utilizing headless creative APIs to deploy rich media without rejection.

  • Generate

    Generate Item Spec 5.0 imagery

    Drop in a URL to instantly generate complete PDP imagery that passes Item Spec 5.0 compliance automatically.

  • Rich Media

    Automate Item Spec 5.0 media

    Automatically pull assets to build immersive product pages, utilizing headless APIs to lift conversions and prevent rejection.

  • Listings

    Unify distributed product listings

    Manage organic listings centrally to update semantic microdata and images, bypassing fragmentation to eliminate catalog operational bottlenecks.

  • Images

    Headless PDP image gallery

    View every generated image in one centralized gallery, leveraging headless APIs to eliminate bottlenecks across catalog portfolios.

Media Suite

Headless Retail Media Engine

Launch high-volume creative iterations across retail networks, utilizing headless APIs to execute instant multi-ratio resizing and eliminate bottlenecks.

  • Generate

    Generate multi-ratio placements instantly

    Produce every required ad size at once, utilizing programmatic outpainting to generate layered display creative at scale.

  • Ad Resizer

    Multi-ratio retailer resizing

    Instantly resize any image for every retailer, utilizing programmatic outpainting to ensure multi-ratio assets are ready to launch.

  • Build

    Build retail media campaigns

    Construct retail campaigns across multiple platforms within one distributed workspace, bypassing extreme fragmentation to eliminate operational bottlenecks.

  • Data Refresh

    Semantic data ingestion engine

    Upload any platform data for instant JSON-LD auto-mapping, utilizing semantic schemas to eliminate manual reporting and operational bottlenecks.

  • Group

    Unify distributed campaign initiatives

    Bundle campaigns into a single initiative, syncing disparate activations to overcome extreme fragmentation with one unified network view.

  • Library

    Manage headless ad creatives

    Browse every generated ad set in one library, leveraging headless APIs to organize hundreds of thousands of layered creatives.

  • Manage Campaigns

    Manage retail media campaigns

    Monitor every active retail campaign from a single dashboard, bypassing extreme fragmentation to eliminate API maintenance operational bottlenecks.

  • Manage Initiatives

    Unify retail media dashboards

    Visualize every platform powering one initiative in a single dashboard, overcoming extreme fragmentation to reveal your distributed activation plan.

Analytics Suite

Retail Media Performance Intelligence

Track multi-platform conversions and multi-ratio ad variations, overcoming fragmentation with deep health scoring for digital shelves.

  • Media Analytics

    Unify retail media analytics

    Visualize performance across every connected platform, overcoming extreme fragmentation to track conversions, engagement, and ad yield.

  • Creative Intelligence

    Measure layered display ads

    Understand how multi-ratio display ads drive conversions across every network, eliminating operational bottlenecks in performance tracking.

Home Suite

Distributed Commerce Command Center

Access centralized alerts and conversational AI assistance, utilizing MCP agentic architectures to eliminate operational bottlenecks in daily workflows.

  • Ash

    Your agentic commerce assistant

    Ash analyzes your campaigns to deliver automated recommendations, utilizing LLM shopping agents to optimize media without operational bottlenecks.

  • Dashboard

    Unify headless creative commands

    Surfaces published rich media and account health in one view, overcoming extreme fragmentation to eliminate operational bottlenecks instantly.

  • Notifications

    Streaming telemetry notification center

    Stay informed with real-time alerts on Scintilla push feeds, utilizing streaming telemetry to eliminate operational bottlenecks seamlessly.

  • Search

    Search distributed commerce platforms

    Quickly find any product or feature from one search bar, utilizing semantic JSON-LD microdata to eliminate operational bottlenecks.

Tools Suite

Headless Scaling And Intelligence

Harvest competitive search data alongside rapid outpainted resizing to capture buyer velocity and overcome the multi-ratio ad chokepoint.

  • Keywords

    Semantic keyword intelligence

    Access true Walmart keyword data in one view, bypassing extreme fragmentation to optimize your JSON-LD semantic microdata strategy.

  • Ad Resizer

    Item Spec 5.0 image resizing

    Choose any image and resize it for every retailer, ensuring Item Spec 5.0 compliance so assets are launch-ready.

The AdFury.ai App

Two engines behind one distributed commerce login

Display creative and digital shelf content run side by side, so the listing your rail syndicates and the ad unit it monetizes are built in the same pass.

  • Summit folding camp chair set up on grass beside a stone fire pit
  • Man on a patio checking his phone while the Mantle Sentinel-R1 robot mower crosses the lawn
  • Stride and Soul gym ready stretch shorts worn on a running track
  • Psyche Rush can on a poolside table with iced tea, lemons and sunglasses
  • Mantle banner ad creative reading MANTLE makes care easy
  • Mantle ad creative reading quiet precision for lawns with a shop now button
  • Mantle tall ad creative reading MANTLE makes care easy with a shop now button

Retail Media App

Multi-ratio display generation and pre-validation

The engine that turns a syndicated SKU into every banner your network partners will accept — the step brand suppliers almost never deliver on their own.

  • 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.
  • Transaction-moment and shoppable unitsPost-purchase display, multi-item recipe banners, and category headers render for checkout-moment and Instacart placements alike.
  • Inventory-aware ad generationDisplay sets derive from Scintilla streaming feeds, so creative and bids follow live store-level stock instead of a nightly batch file.
  • Grouped multi-network initiativesBundle marketplace, retail media, social, and CTV activations into one initiative, including networks your rail 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.
  • Hands setting Heirloom Manor gold rim plates on a farmhouse table
  • Tumble Snacks sorghum puffs canister on a kitchen counter with apple slices and spinach
  • Aurora Baby tear-free shampoo on a bathroom counter beside a wooden duck
  • Stone Hollow cultured butter main image
  • Heirloom Manor strawberry vine dinnerware billboard ad
  • Heirloom Manor strawberry vine dinnerware portrait ad
  • Heirloom Manor strawberry vine dinnerware half page ad

Digital Shelf App

Item Spec 5.0 rich media and PDP imagery

The enrichment half: everything a supplier feed arrives without, generated from the product URL 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 and cut returns by 20%.
  • Bulk catalog enrichmentTitles, descriptions, attributes, and imagery refresh across thousands of syndicated SKUs and every destination 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.
  • Listing health scoringGlance views, traffic, and add-to-cart lift tracked in custom windows, proving the enrichment moved the listing quality score.

Integration

Partner for the engine instead of building it

Retailer-compliant layout software is expensive to build and unrewarding to maintain. AdFury is engineered to be embedded, so when a merchant connects a storefront to your rail, the enrichment call happens inside onboarding rather than on a roadmap.

  • REST API and MCP server endpointsCall api.adfury.ai/v1 from inside your ingestion pipeline, or expose MCP endpoints so a merchant's conversational copilot can trigger generation itself — "extract all cruelty-free skincare SKUs and publish to Target Plus with compliant rich media."
  • Upstream PIM, DAM, and ERP bridgeAdFury sits as retail middleware between master repositories like Salsify, Akeneo, and Syndigo, merchant storefronts on Shopify and BigCommerce, and the retail endpoints downstream — so the feeds you already ingest become generation inputs.
  • Multi-tenant silos and white-labelingEvery merchant 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 merchants save 88% against a design retainer — margin expansion past 80% on your side of the invoice, with the AI compute cost on ours.

Headless content supply chain

  1. Upstream merchant storefronts

    Shopify · BigCommerce · Salsify · SAP and NetSuite feeds

  2. Retail AI Brain

    Retailer specs · WCAG 2.1 AA · layered layouts · JSON-LD

    • Images App
    • Ads App
    • Rich Media App
  3. Headless REST API / MCP

    api.adfury.ai/v1 · embedded in the ingestion layer

  4. Your distributed commerce rails

    Catalog syndication · drop-ship routing · network ad serving

  5. Multi-retailer endpoints

    Amazon Ads · Walmart Connect · Roundel · Instacart · Kroger

AdFury generates, validates, and syndicates. Your platform keeps the merchant, the interface, and the take rate.

Managed services

An enrichment team you do not have to staff

Give merchants the App to run themselves, hand execution to our specialists, or split it by account tier. Either way the work ships under your name.

Völt bottle on a snow backdrop
  • Modus banner ad creative reading coffee design refined
  • Modus ad creative reading minimal style for every cup with a shop now button
  • Modus tall ad creative reading coffee design refined with a shop now button
  • Nula banner ad creative reading meet Sage Mist headphones
  • Nula ad creative reading soft touch finish for summer with a shop now button
  • Nula tall ad creative reading meet Sage Mist headphones with a shop now button

Retail Media managed service

Our retail media specialists run creative production and in-flight optimization behind your rail, so a network ad slot never goes unsold because a supplier could not deliver the right size.

  • Campaign build and activation across Amazon, Walmart, Instacart, Roundel, and 420+ more channels
  • Full display sets produced, outpainted, and pre-validated to every placement spec
  • Transaction-moment and post-purchase units built for checkout-moment monetization
  • Bids and creative throttled against streaming store-level inventory telemetry
  • Normalized cross-platform reporting delivered under your brand
Talk to AdFury
Heirloom Manor strawberry vine china flat lay with a mug, bowl and plates
  • Summit folding camp chair set up on grass beside a stone fire pit
  • Summit folding camp chair studio photo with its carry bag on a warm ivory backdrop
  • Modus single-serve coffee maker studio photo on a warm taupe backdrop
  • Runner on a tree-lined street in Stride and Soul gym ready stretch shorts
  • Stride and Soul gym ready stretch shorts worn on a running track
  • Stride and Soul gym ready stretch shorts flat lay with a watch, earbuds and a water bottle

Digital Shelf managed service

Retail experts clear the enrichment backlog sitting behind your ingested catalogs, adding a service line you can resell to merchants 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 normalization for listing quality score recovery
  • Bulk refreshes across thousands of syndicated SKUs and every destination retailer
  • JSON-LD and ARIA metadata applied so listings stay legible to shopping agents
Talk to AdFury

Implementation roadmap

How enrichment goes live inside your rail

    1

    Reposition the commercial value proposition

    Move the platform story off commoditized tabular feed management. Position the rail as a full-funnel creative commerce engine that guarantees every syndicated brand onboards with compliant Item Spec 5.0 rich media, recovered listing quality scores, and GEO-ready semantic schemas.

    2

    Embed api.adfury.ai/v1 into the ingestion pipeline

    Wire the enrichment call into merchant onboarding. Incoming product URLs are scraped automatically, spec-compliant modules and multi-ratio display sets generate in under 30 seconds, and assets deliver server-to-server to the destination retail console.

    3

    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 80% while merchants still cut production cost 88% against a manual design retainer.

    4

    Deploy Model Context Protocol endpoints

    Stand up MCP server endpoints so conversational copilots — yours or a merchant's own LLM agents — can query the catalog and trigger generation programmatically instead of clicking through your UI.

    5

    Synchronize ad bidding with streaming inventory

    Link Scintilla-style operational telemetry directly to catalog syndication and the creative engine, so campaign bids throttle and PDP modules substitute automatically when store-level inventory dips below a safety threshold.

A complete solution

The operations layer under every merchant you syndicate

Tenant partitioning, catalog syncing, brand compliance, measurement, and billing arrive together, so none of it becomes a ticket on your backlog.

    Semantic brand profiling

    Onboard a merchant brand from a website link, with logos, colors, and identity captured as structured JSON-LD microdata for agentic commerce.

    Automated WCAG compliance

    Upload guidelines once so every generation clears accessibility rules, drastically reducing retail platform rejection rates.

    Headless catalog synchronization

    Connect a retailer and product data syncs automatically, so new items and listing changes flow into generation without manual taxonomy work.

    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.

    Headless creative asset manager

    Hold merchant imagery in a DAM with no API dependency and inject it into automated multi-ratio generations on demand.

    Secure retail media brand silos

    Brand data stays visible only to the users you explicitly allow, with two-factor authentication protecting every login.

    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 syndicated listings citable by 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, your agentic commerce assistant

    Ash reads campaigns and creative, then returns recommendations your merchants can act on inside their own console.

    Agentic testing and recommendations

    Run custom test groups and receive LLM-driven guidance on which headless creative assets to scale immediately.

    Item Spec 5.0 health scoring

    Track traffic and add-to-cart lift in custom windows to prove a catalog enhancement paid for itself.

    Custom retail media visualization

    Configure dashboards per merchant to present normalized media data without rebuilding reporting per network.

    Unified commerce billing

    Payments, seats, and invoices consolidate in one dashboard, with ad spend tracked against normalized retail media ROAS.

    Streaming telemetry alerts

    Real-time notifications on inventory changes and Item Spec 5.0 approvals keep reviewers moving from a single hub.

Distributed Commerce

Frequently asked questions

Make every syndicated SKU worth the shelf space

Embed the creative supply chain your rails are missing — compliant Item Spec 5.0 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
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JS Bull, Co-founder & Chief Executive Officer at AdFury.ai

JS Bull

Co-founder & Chief Executive Officer

LinkedIn
Eric Howerton, Co-founder & Chief Growth Officer at AdFury.ai

Eric Howerton

Co-founder & Chief Growth Officer

LinkedIn