DataFlowForever
DataFlowForever

DataFlowForever

DataFlowForever, specialists in cross-border ecommerce growth services.

Cross-border ecommerce growth really comes down to 4 steps.

From stranger to repeat customer.

You can buy one clearly defined service, or choose the one-year partnership when the problem spans ads, the storefront, orders, and customer teams. The first 18 services each solve a specific job. Service 19 keeps one core growth problem moving and leaves your team with a Growth Matrix connecting ads, onsite behavior, orders, customer segments, remarketing, and repeat-value reviews.

growth stages
4
services
19
standard modules
18
one-year partnership
1
Customer growth journey

First locate the stage where the problem lives

Acquire, Convert, Engage, and Optimize form one customer journey. 18 modules solve bounded stage-level jobs; service 19 is a one-year partnership that spans all four stages without bundling the other services.

Technical foundation

You buy a service. Behind it is reviewable growth infrastructure.

We connect the systems clients already own with reusable growth methods, automated workflows, and explicit approval boundaries so diagnosis, action, and review can keep running while capability stays with the client team.

  1. 01

    Client-owned systems

    We start with the advertising, storefront, analytics, and transaction systems you already own instead of creating another reporting silo.

    Ad platforms · storefront · products and orders · analytics · customer outreach

  2. 02

    Trusted data foundation

    Shared metric definitions, data-quality checks, source traceability, and access boundaries keep operating decisions grounded in evidence.

    Metric definitions · data quality · source traceability · access boundaries

  3. 03

    Reusable growth methods

    Effective judgment across ads, products, storefronts, customers, and attribution becomes a method the client team can reuse.

    Diagnostic methods · experiment rules · review standards · operating guides

  4. 04

    Bounded automation

    The system can monitor, diagnose, prepare reports, and run authorized flows while consequential business actions follow agreed approval rules.

    Monitoring · diagnosis · operating reports · experiment tracking · authorized execution

  5. 05

    Client-owned operating assets

    Delivery includes more than a result report: the client team keeps the definitions, configuration, workflows, and handover notes needed to continue.

    Shared definitions · experiment history · automated workflows · ownership · handover

The foundation improves delivery without asking clients to buy technical vocabulary. Connections, data, permissions, and automatic-execution scope are confirmed before each engagement.

19 services

Choose a service for a defined job, or the partnership for a cross-team problem

Each of the first 18 services can be purchased on its own or combined with others. Service 19 is for problems where ads, the storefront, orders, and customer operations must keep moving together.

Acquire

Get the right people to see you

6 services
Setting

GTM Setup

Keep analytics, advertising, and warehouse conversion data aligned

Align Web GTM events, values, transaction identifiers, and consent so GA4, ad platforms, and the agreed warehouse record the same conversion consistently; add eligible Google Ads enhanced conversions and optional Server GTM where justified.

Best for
Your GTM is hard to maintain, analytics, advertising, and order records do not match, or enhanced conversions and Server GTM are under consideration.
Pricing
One-Time Implementation Fee
View full service details
Diagnosis

One-Time Advertising Diagnosis

Find where budget is being lost and what to fix first

A bounded review across the account, Shopping Feed, product labels, Search, Shopping, PMax, attribution, and operating process. You can execute the findings yourself or choose follow-on support.

Best for
You want clarity and priorities before outsourcing execution or building a system.
Pricing
One-Time Project Fee
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Consulting

Ongoing Advertising Consulting

Give your in-house team a steady source of expert judgment

Regularly review media, product, inventory, order, and profit evidence; challenge major changes; design experiments; and track results while your team retains execution.

Best for
You have media operators but need sustained external judgment and executive perspective.
Pricing
One-Time Implementation Fee + Monthly Consulting Service Fee
View full service details
Performance

Paid Media Management

Senior operators run the account with product and order evidence

We run the agreed markets and platforms across budgets, structure, search terms, product pools, Feed coordination, experiments, change logs, and reviews. You retain media spend and major business decisions.

Best for
You want an external team to own execution and use product, inventory, profit, and order evidence in daily decisions.
Pricing
Monthly Base Service Fee + Agreed Performance Share
View full service details
Agentic

Ads AI Agent

Increase operating frequency while keeping material actions governed

The Ads AI Agent monitors accounts, Feeds, products, orders, and anomalies, explains what changed, and prepares recommendations or actions. People retain strategy, risk, and consequential approval, with logs and recovery paths.

Best for
Account, product, or campaign volume has outgrown manual review, while material actions still require approval.
Pricing
One-Time Implementation Fee + Monthly Platform and Service Fee
View full service details
System Co-Build

Advertising System Co-Build

Build a client-specific advertising system for complex scale

Build client-specific connectors, product labels, workflows, analytics, Agents, and production actions around your platforms, data, product rules, and approvals. Delivery is staged against architecture and acceptance criteria.

Best for
Multiple markets, accounts, large catalogs, or internal systems require more than standard tooling.
Pricing
Architecture Design Fee + Staged Implementation Fees
View full service details

Convert

Turn visitors into buyers

5 services
Performance

Recommendation System

Bring more relevant, personalized products into each key shopping moment

Combine page context, product relationships, recent behavior, and eligible identity signals to discover better products from multiple sources and rank them by relevance and personalization. Any performance share follows the parties' written measurement terms.

Best for
Product pages and carts get traffic, but related-product and add-on recommendations still depend mainly on manual work.
Pricing
One-Time Implementation Fee + Agreed Performance Share
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Performance

Search System

Understand intent and use relevance and personalization to improve product discovery

Understand the different ways shoppers express intent, combine matches across titles, attributes, and categories, then order products using relevance, eligible personalization, and product priorities while also reducing zero and incorrect results.

Best for
You want more relevant, precise, and personalized onsite search while improving product discovery, long-tail queries, and no-result performance.
Pricing
One-Time Implementation Fee + Agreed Performance Share
View full service details
Diagnosis

Payment Conversion Diagnosis

Find where payment losses occur before deciding what to change

A bounded review of the payment journey, three core metrics, recovery, duplicate submission, 3DS, risk, and data gaps, ending with priorities and next actions.

Best for
You want clarity on payment problems, data gaps, and priorities before building pipelines or changing production rules.
Pricing
One-Time Project Fee
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Consulting

Payment Conversion & Risk Consulting

Find where payments fail and balance conversion, risk, and cost in one decision model

Implement payment-data access, metric baselines, dashboards, alerts, and review routines once, then continuously analyze failure, recovery, 3DS, false declines, risk, PSPs, and fees.

Best for
You need an ongoing payment operating rhythm that tracks failure causes, risk cost, and improvement results.
Pricing
One-Time Implementation Fee + Monthly Consulting Service Fee
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API

Payment Orchestration Platform

Connect PSPs, risk, 3DS, routing, and payment operations in one governed system

FosterFlow Payment System (FPS) is a project-delivered orchestration capability that unifies PSPs, transaction state, risk and 3DS, routing, and recovery so new markets, payment methods, and providers can be added with greater control.

Best for
You need to unify multiple PSPs, reduce duplicate integrations, or govern recovery, risk, and operations with an auditable workflow.
Pricing
Architecture Design Fee + Staged Implementation Fees
View full service details

Engage

Keep customers coming back

3 services
Tools (SaaS)

Email Marketing & CDP SaaS

Install directly on Shopify or scope a GTM integration for a non-Shopify site

Shopify merchants can install FosterFlow through the App Store and use customer profiles, reachability states, audiences, campaigns, visual flows, and result analysis. A non-Shopify site can use a scoped project after its existing GTM, dataLayer, consent state, and data sources have been assessed; master-data paths and historical backfill are confirmed separately.

Best for
You want a direct Shopify installation or an assessed, reviewable GTM integration path for a non-Shopify site.
Pricing
Software subscription
The same current standard monthly subscription applies to Shopify and non-Shopify
Non-Shopify integration
One-Time Implementation Fee based on assessed GTM / dataLayer workload
View full service details
Consulting

Customer Audience Analysis

Use dynamic segments to see where each audience moves through the funnel—and turn the differences into decisions and action

Start with an operating question and configure continuously updating FosterFlow dynamic segments from available attributes, purchases, behavior, consent, and reachability. After an association key is accepted, match segment members to the warehouse facts agreed for the project, drill into source, product, purchase, and behavior, and present the key funnels the implemented data can support. Once required integration and consulting implementation are accepted, three complete monthly reports establish the association and funnel baseline, explain audience and funnel differences and bottlenecks, and turn the evidence into decisions and action across email and advertising. Any required new non-Shopify integration remains assessed and accepted separately.

Best for
You have customer and warehouse data but cannot yet drill into funnels by dynamic audience, explain the differences, or turn the findings into consistent marketing decisions and action.
Pricing
Consulting project
One-Time Project Fee
Software subscription
FosterFlow is the operating foundation; the same current standard monthly subscription applies to both store types
Non-Shopify integration
A new GTM / dataLayer path carries a separate assessed One-Time Implementation Fee
View full service details
Consulting

Email Marketing & Automation Consulting

Build a complete email-and-flow program around the business

We first understand the business model, customer decision path, product and repeat-purchase cycle, promotion calendar, and team workflow. We then turn the applicable scenarios into a complete email-and-flow program map, defining each path's audience, trigger, message role, cadence, exit, conflict priority, and measurement. A greenfield team starts with sender, domain, consent, list, and measurement foundations; an existing program is reviewed across lists, campaigns, flows, cadence, and results. The SOW defines the first or priority campaigns and flows to design, configure, and test now. Shopify can connect directly; required non-Shopify integration is assessed separately, and three complete monthly reports begin after both integration and consulting implementation are accepted.

Best for
You want email to support the relevant customer journey from opt-in through purchase and repeat purchase, either by building from scratch or by improving the coverage, foundations, priorities, and review rhythm of an existing program.
Pricing
Consulting project
One-Time Project Fee
Software subscription
FosterFlow is the operating foundation; the same current standard monthly subscription applies to both store types
Non-Shopify integration
A new GTM / dataLayer path carries a separate assessed One-Time Implementation Fee
View full service details

Optimize

Compound the growth flywheel

4 services
Diagnosis

Market & Competitive Analysis Report

Evaluate a complete catalog against one target market and set priorities

After you submit the complete catalog, product images, specifications, and your own website, we evaluate demand, competitors, price position, differentiation, and risk in one target market, then deliver a decision report and traceable evidence ledger. The United States is the default market, with no SKU cap on the complete submitted catalog.

Best for
You are entering a market, expanding a catalog, or reprioritizing products and need a source-linked, reviewable basis for the decision.
Pricing
One-Time Report Fee
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Diagnosis

Attribution Analysis

Understand channel contribution and customer paths after coverage is verified

Available only to customers actively using the DataFlowForever CDP at payment, after a successful data-coverage check. We reconcile sources, touchpoints, orders, matching, and time windows before delivering bounded attribution findings, channel-path analysis, and operating recommendations.

Best for
You actively use our CDP, have enough channel and order history for verification, and need a complete analysis before a budget or customer-journey decision.
Pricing
One-Time Report Fee
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Consulting

Growth Strategy Consulting

Implement the data needed for the project, then turn the next growth question into an executable route

Address one agreed growth question through operating diagnosis, the data-collection implementation required for the analysis, and an actionable route. The project delivers one report and one interpretation session, then closes against agreed scope and acceptance criteria.

Best for
The growth problem spans market, channel, storefront, or customer operations, and current data does not yet support a shared decision.
Pricing
One-Time Project Fee
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Consulting

AI Agents Bootcamp

Build agent-driven AI workflows your team can run and improve, starting from real operations

Starting with a repeatable cross-border commerce process whose results can be reviewed, we co-build an agent-driven AI workflow. Its methods and business knowledge become client-maintainable AI Skills and knowledge assets; evaluation cases guide improvement, and people retain approval of high-impact actions. Scope, price, payment milestones, and deliverable assets are confirmed after fit review.

Best for
Your team already uses AI, but operating methods remain scattered across individuals and need to become agent-driven workflows that can run, be evaluated, and keep improving.
Pricing
Quoted After Fit and Scope Review
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Cross-lifecycle service · No. 19

One-Year Growth Partnership

The partnership starts with one core growth problem and includes only the modules, systems, and roles needed to solve it. Scope and pricing are agreed separately; it does not bundle all 18 standard services.

Keep one growth problem moving for a year, then hand over an operating Growth Matrix

A one-year engagement around one agreed growth problem across acquisition, conversion, engagement, and optimization. One DataFlowForever operating lead coordinates data, paid media, storefront work, and automation. We work with the client's existing team and separately scope paid-media or storefront-operations specialists when roles are missing. Our full-funnel AI marketing automation system connects data, operating judgment, workflows, and authorized execution.

See the one-year partnership
Commercial models

Six ways to work together—and how each is charged

See the commercial structure at a glance, then open the relevant services for exact terms, scope, client inputs, and acceptance criteria. Final scope and pricing are confirmed in the proposal or agreement.

01

One-Time Work

Setup, configuration, integration, and implementation use a one-time implementation fee; report-only delivery uses a one-time report fee; diagnosis and other bounded one-off professional projects use a one-time project fee.

Typical charging direction

  • One-Time Implementation Fee
  • One-Time Report Fee
  • One-Time Project Fee
See services and exact pricing

02

Ongoing Consulting

Implement the data, definitions, and working rhythm once, then continue with monthly analysis and advice.

Typical charging direction

  • One-Time Implementation Fee + Monthly Consulting Service Fee
See services and exact pricing

03

Software, Agents and APIs

Software and Agents use implementation plus monthly service or a monthly subscription; APIs and usage-based services use implementation plus usage-based pricing.

Typical charging direction

  • One-Time Implementation Fee + Monthly Platform and Service Fee
  • Monthly Subscription Fee
  • One-Time Implementation Fee + Usage-Based Pricing
See services and exact pricing

04

Outcome-Based Pricing

For ongoing capabilities such as recommendation or search: implement the data, integration, and measurement first, then calculate a performance share under written terms covering the metric, baseline, exclusions, data sources, measurement period, and settlement method. No fixed uplift is guaranteed. If sample size, experiment design, or a stable baseline is insufficient, correlation is not used as the basis for the performance share.

Typical charging direction

  • One-Time Implementation Fee + Agreed Performance Share
See services and exact pricing

05

Paid Media Management

Uses a monthly base service fee plus an agreed performance share. The metric and settlement method are confirmed in writing; media spend remains client-funded.

Typical charging direction

  • Monthly Base Service Fee + Agreed Performance Share
See services and exact pricing

06

System Co-Build and Annual Partnership

System co-builds are priced by architecture and implementation stage; annual partnerships are scoped after a fit review.

Typical charging direction

  • Architecture Design Fee + Staged Implementation Fees
  • Quoted After Fit and Scope Review
See services and exact pricing

The one-year partnership has no public fixed price. We scope it after reviewing fit, data complexity, channels, and the operating commitment required from both sides.

Working principles

Make data, decision, and outcome boundaries explicit

Each service has its own data and delivery requirements. These are our defaults; specific responsibilities, compliance obligations, and processing terms are confirmed in the proposal and agreement.

01

Define data and access boundaries first

Systems, fields, regions, permissions, and retention are confirmed before each engagement.

  • Prefer client-owned accounts
  • Grant least-privilege access
  • Revoke access and hand over as agreed

02

Human approval for consequential action

AI can accelerate diagnosis and preparation, but it does not replace accountable business owners.

  • Approve budget, campaign, and audience changes
  • Review customer communication and product changes
  • Keep sources and action records for important decisions

03

Review outcomes against a baseline

Growth work is affected by sample size, attribution, seasonality, and market changes; we do not promise unconditional results.

  • Define metrics and observation windows first
  • Separate facts, inference, and recommendations
  • Leave working methods with the client team
4
growth stages

Acquire / Convert / Engage / Optimize

19
services

18 modules + 1 cross-stage partnership

6
commercial models

Matched to the work

1
starting point

The problem worth solving now

FAQ

Frequently asked questions

Plain-spoken answers to the questions we hear most often. Need anything else? Drop us a line.

Do we have to buy all 19 services?

No. Each of the first 18 standard services can be purchased alone or combined as needed. Service 19 is the one-year partnership for problems spanning ads, the storefront, orders, and customer operations. Both teams select only the modules required by the core problem; the other 18 are not bundled automatically.

How is the one-year partnership different from a standalone service?

A standalone service solves one defined job and closes with agreed deliverables. The partnership keeps one core growth problem moving for a year: each cycle reviews the data, tests a small change, scales what works, and records ads, onsite behavior, orders, customer segments, and repeat-value reviews in a Growth Matrix the client can keep using. Scope and pricing follow a fit review. In Month 12, both teams accept the assets and decide whether and how to continue.

Our team has only 1–2 marketers. Can we still benefit?

Yes. DataFlowForever provides one operating lead throughout the one-year partnership. The client still needs a business decision-maker and a day-to-day approval contact. If you already have a full team, we lead, align, and enable it; if roles are missing, we can add paid-media or storefront-operations specialists with scope and pricing agreed separately. We provide and operate the AI marketing automation system, while account access and special integrations are confirmed before work begins.

We already have an ad agency. Are you replacing them?

Not necessarily. An existing agency can keep executing paid media while our operating lead and full-funnel marketing system align ads, products, storefront activity, transactions, customers, and attribution around one target and review rhythm. If role gaps remain, we can add paid-media or storefront-operations specialists with scope and pricing agreed separately.

After a one-time diagnosis, do we have to buy management or an Agent?

No. The one-time diagnosis is standalone and delivers findings, priorities, actions, and experiments. Your team or current agency can execute it. Ongoing consulting, paid media management, the Ads AI Agent, and system co-building are separate choices for different operating needs.

Where is our data stored? Is it cross‑border‑compliant?

Data stays in your Google Ads, GA4, Shopify, or database accounts whenever possible. When a use case requires our data layer, it is handled with tenant isolation, least privilege, and audit requirements. Region, data type, consent mode, and retention are reviewed before access; handover includes revoking agreed permissions.

How fast do we see results?

It depends on data readiness, traffic, problem type, and approval speed. Setup work receives an agreed delivery window; diagnosis and experiments start with a baseline and observation period. We do not promise every recommendation, search, advertising, or email project will improve within a fixed number of days. Results must be reviewed against sample size, attribution limits, and external changes.

Can we run a short trial?

You can start with a bounded project or module. Timing, termination, deliverable ownership, and fees are set in the agreed proposal and contract. The one-year partnership requires a fit review before scoping.

How is this different from a SaaS monitoring tool?

We're not a read-only dashboard. Our self-built AI marketing automation system continuously monitors performance, diagnoses issues, prepares operating reports, and can execute inside mutually agreed and authorized flows. Consequential changes to Google Ads, GMC, Shopify, or email still follow agreed approval rules and retain an audit trail. Delivery also becomes client-owned definitions, reports, operating guides, or workflows.

Which channels are supported?

Google Ads (Search, Shopping, Performance Max, Merchant Center), Meta Ads, Microsoft Ads, and TikTok Ads can all enter an advertising engagement. At kickoff, we confirm accounts, regions, APIs, permissions, available data, and production actions, then choose standard configuration or project implementation. Commerce and data can include Shopify, WooCommerce, custom storefronts, GA4, BigQuery, and agreed client databases; other platforms are assessed per project.

How does this relate to FosterFlow?

FosterFlow and DataFlowForever are sibling brands with the same founder, team, technology foundation, and values. FosterFlow is the Shopify customer-lifecycle and email-automation product. DataFlowForever provides the cross-border growth services described on this site. They are not a parent-subsidiary group.

How do we start?

Email wusu@dataflowforever.com with your site and priority, submit the contact form, or scan the WeChat QR code. No complete report pack is required. We normally reply within one business day and begin with a 30-minute introductory conversation; accounts, available data, and permissions are confirmed during formal fit review.

Contact us

Start with one growth problem

This takes about three minutes. No complete report pack is required; we reply within one business day and recommend the right starting point.

We never share your information.