AI-Powered Omnichannel Distribution Platform for Brands
The Problem
Omnichannel Challenges
Selling beyond a brand’s owned storefront has become essential to growth. Executing correctly on marketplaces has become increasingly difficult. Marketplaces were designed for experienced merchants. Brands were not built to operate like merchants.
In our direct experience:
- Onboarding a brand onto Macy’s Marketplace typically takes four months, depending on catalog size.
- With SHEIN, brands have spent a month completing paperwork just to start, followed by three additional months of trial and error with listing templates.
- A jewelry brand remained stuck for five months in compliance review due to repeated category misclassification.
- A mobile phone charger brand spent three months attempting to map Shopify listings correctly to Walmart and Target+.
- JBL, one of the most recognized audio brands in the world, required over one year to onboard onto Macy’s Marketplace due to operational misunderstandings.
- In October 2025, Temu referred Mekor Corp, a major food & beverage manufacturer and distributor with one of the top-selling teas on Amazon, to eDots. After ten months, all their brands remained stuck due to lack of internal marketplace expertise.
Why This Problem Exists
Retail marketplaces are fundamentally different from first-generation marketplaces.
Platforms such as Best Buy, Lowes, Macy’s, Walmart, Nordstrom, Target+, and many others require:
- Highly specific product data templates
- Category-dependent required fields
- Compliance disclosures that vary by jurisdiction and retailer
- Manual review processes with no margin for error
Real examples we experienced include:
- Listing 40 products on Macy’s taking two weeks, largely due to required swatch generation for every variation.
- Nordstrom rejecting products due to insufficient feature bullet detail.
- Best Buy requiring Prop 65 warnings with precise legal language for all products.
- QVC preventing Otterbox from launching for three months because catalog requirements were not filled perfectly.
The Hidden Cost
Brands attempt to solve marketplace complexity through people, tools, or agencies.
Typical annual costs include:
- Data entry personnel: $15,000
- Marketplace manager: $85,000
- Ecommerce director: $150,000
- Integration platforms: $25,000
- Management agencies: $15,000
- Marketing agencies: $50,000
These costs do not eliminate risk.
Examples from experience:
- Tenikle, a mobile phone mount brand, lost $300,000 in inventory due to inaccurate Amazon FBA prep.
- JBL, while selling directly on Macy’s retail site, generated $1.6M per month. When forced to operate through the marketplace, they missed an entire holiday season during onboarding.
- An Amazon suspension in Germany froze $250,000 in funds for four months due to incorrect ingredient listings causing setbacks in cashflow and no additional orders during that time.
Insights We Uncovered
Brands, agencies, marketplaces, and integration providers all recognize the challenge.
The gap persists because solving it requires:
- Deep marketplace-specific operational knowledge
- Software capable of encoding rules, exceptions, and workflows
- Continuous execution, not one-time setup
Most platforms focus on data transport. Most agencies focus on manual execution.
Neither solves onboarding at scale.
That gap is where eDots was built.
The Solution
eDots: The Platform to Scale & Support
Brands:
- Install the app on their Shopify store
- Answer a short set of guided questions
- Select SKUs and marketplaces to launch
The platform:
- Extracts product data
- Maps categories and required fields
- Validates compliance
- Publishes listings
- Routes orders back into Shopify
Brands retain control of:
- Pricing
- Inventory
- Fulfillment
- Customer experience
How It Works Today
Today, onboarding involves:
- Exporting Shopify product data
- Formatting data to marketplace templates using AI
- Applying title, character count, and image constraints
- Resizing images to marketplace-specific requirements
- Mining missing data required by templates
- Removing violations such as external links or emails
Examples include:
- SHEIN image requirements requiring dimensions between 900px and 2,200px
- AI resolving color mismatches that prevented a leather clothing brand from launching on eBay
Current timelines:
- Brands with under 20 products: 4 hours
- Brands with 100–300 products: 1–2 days
- Average onboarding per marketplace: 6 hours
How the Platform Thinks
Rules are based on:
- Marketplace SLAs
- Category restrictions
- Product data policies
- Operational thresholds
Examples include:
- Prohibited brand terms such as “Disney” on certain platforms
- Inventory gating based on operational capacity
AI assists by:
- Identifying correct categories
- Determining required fields and valid values
- Resolving mismatches and missing data
- Preventing violations before submission
Market Opportunity
The Demand Is Loud
Estimated market sizing:
- Total Addressable Market (TAM): 1,000,000 Shopify brands
- Serviceable Addressable Market (SAM): 200,000 brands doing $100k+ in annual online revenue
- Serviceable Obtainable Market (SOM): 30,000 brands within our B2B network
eDots does not rely on cold discovery. Marketplaces refer brands weekly. Brand networks and partners refer daily.
- Retail marketplaces are accelerating, not slowing
- Brands are under pressure to diversify revenue
- Compliance and data requirements are increasing
- Manual onboarding does not scale
The complexity is rising faster than internal teams can adapt.
Traction
Early Demand Confirms The Gap
Outbound outreach:
- 2,000 brands contacted
- 900 emails delivered
- 260 applications received
- 230 conversations held
- 226 brands began onboarding
- 30 brands live
Current state:
- 3 marketplaces live
- 2 additional marketplaces in development
- $20,000 monthly GMV
- 10% gross margin today
In The Supply Chain Our Value Shines
eDots has secured a 3-year exclusivity agreement with Carro, a B2B network, providing value to 50,000+ brands.
Marketplaces including Macy’s, Temu, and eBay already introduce brands directly to eDots.
Target+ Premier Partnership program has requested eDots join the program.
Various distribution, logistics, SaaS, and agencies sent hundreds of brand referrals to eDots
This is inbound demand, not outbound selling.
Business Model
Distribution-as-a-Service (DaaS)
eDots earns an average 3% revenue share per order processed. Whether that is a brand’s existing channels or new ones.
There are:
- No upfront fees
- No retainers
- No contracts charging for intent
Current gross margin is 10%, constrained by human execution.
As onboarding and operations automate, margins expand.
People cost becomes software.
Example:
- One brand
- Three marketplaces
- 25 average daily orders
- $60 average order value
- At 3% eDots earns $1.80 per order
Annual revenue to eDots $16,425.
Unit Economics at Scale
At scale:
- 20 brands selling $1,000 per day each is $600k per month GMV
- 3 percent platform fee equals $18k per month for eDots
- Gross margins increase as automation replaces services
- Revenue grows with additional commerce channels
Our growth is limited only by the number of brands we serve and the number of marketplaces we can offer.
Go-To-Market Strategy
Distribution Beats Persuasion
Growth channels include:
- Shopify App Store
- Marketplace referrals from Macy’s, Temu, SHEIN, eBay
- Brand networks including Carro, sending 3–10 brands per day
Parts of the platform already operate as a Shopify private app:
- Inventory
- Orders
- Fulfillment
Partnerships include:
- Carro
- Popcapacity
- Balance
- ReviewHub
- Many others
Competitive Advantage
Our Competition
Some direct and indirect competitors include:
- Pattern
- Spreetail
- Mirakl
- Feedonomics
- Rithum
- GoFlow
They:
- Focus on integrations, not onboarding
- Rely on manual services
- Charge high fixed fees, retainers, and upfront costs
- Were not built for automating distribution
Defensibility
The moat is structural:
- Proprietary data models for marketplace schemas
- Encoded operational playbooks
- Marketplace relationships
- Revenue model competitors cannot adopt without breaking their businesses
To compete, others would need to:
- Rebuild their core architecture
- Change how they make money
- Hire teams with deep marketplace expertise
eDots isn’t an add-on service. It’s an entirely new category.
The Team
Founded By Operators, Not Theorists.
Ecommerce Strategy, Omnichannel Growth
- 20+ years in ecommerce and marketplaces
- Partnerships with 30+ marketplaces
- International logistics expertise
- Go-To-Market strategy and execution
- Deep technical fluency across ERP, CRM, API, automation
Growth Strategy, Marketing, Partnerships
- 20+ years leading sales and partnerships
- Proven builder of valuable partnerships
- $15M in incremental revenue in one year
- Army veteran
- Relentless focus on execution and efficiency
The Vision
The Future of Commerce
In 24 months:
- 2,000 brands live
- 6 marketplaces per brand on average
- $2M+ per month in revenue
- Fully automated onboarding and operations
Long term:
- eDots becomes the default infrastructure layer
- Marketplaces recommend it by default, within their dashboards
- Brands cannot imagine launching without it
This Is Not a Bet on Software
Marketplaces need brands. Brands need help. The system in between is broken.
eDots solves this gap. One install. Every marketplace. Done right.
The Ask
- Standard SAFE
- Investor-friendly terms
- Low minimum investment
- Clear exit strategy
- Shopify app and core platform
- API integrations with 10 major marketplaces
- AI training and automation
- Go-to-market execution
- $100k monthly revenue
- Production-ready MVP
- 100+ brands live across multiple marketplaces
- Readiness for Series A round