AppFX connects market research, product positioning, commercial modelling and agentic systems. We build ventures of our own and work with businesses to turn opportunities into coordinated action.
AI Business teammates investigate different questions; their findings join a shared evidence base; commercial limits feed back into product and positioning decisions. This continuous loop from inquiry to execution is what distinguishes AppFX.
Turn a broad opportunity into a business decision.
Six connected stages. Each one sharpens the question, adds evidence and makes the next move clearer.
Explore each stage
Opportunity research
What is the problem worth solving?
Understand the people, the market and the conditions around a potential business. Connect customer needs with scientific research, competition, advertising, cultural influence and the practical realities of supplying a product.
01 / PEOPLE
People & demographics
Needs, age and life stage, location, behaviours, purchasing power and the language customers use.
02 / MARKET
Competition & advertising
Existing alternatives, pricing, competitor offers, active campaigns, acquisition channels and positioning angles.
03 / SCIENCE
Studies & academic research
Academic papers, published studies and expert analysis. Assess methods, limitations and relevance to the customer problem.
04 / CULTURE
Influence & emerging interest
Trending influencers, famous people, media and communities. Understand what creates attention and which needs persist.
05 / PRODUCT
Products & unmet needs
Reviews, product formats, customer frustrations and potential solutions. Compare angles against what people already buy.
06 / DELIVERY
Suppliers & logistics
Availability, minimum orders, production, freight, delivery times and returns. Explore whether a solution can reach the customer.
A clear market opportunity.
Who needs a better solution, why existing options fall short, and what would make a new offer viable.
Cultural attention signals interest; it does not establish scientific evidence or product effectiveness.
Business outcomeCustomer needs + market opportunity assessment
Market & competition
What does the market already tell us?
Connect search demand, product shelves, prices, advertising and customer reviews. Look for agreement, contradictions and the gaps that deserve a closer look.
Market assessmentDecision framework
Business outcomeCompetitor analysis + market insights
Angles & positioning
Why would someone choose this offer?
Separate the buyer from the user. Explore audiences, product promises, bundles and alternatives, then challenge the strongest positioning with a counter-case.
Positioning structureDecision framework
Business outcomePositioning options + offer architecture
Strategy & business cases
Which business case deserves investment?
Compare positioning angles, product options and complete business cases. Bring revenue, costs, suppliers and logistics into the same strategy, then refine the strongest scenario into a business plan.
Compare. Challenge. Improve.
Angle → Product → Business case → Supplier & logistics options → Refined business plan
Explore the full strategy comparison below.
Business outcomeScenario comparison + business plan
Sourcing & fulfilment
Can the offer reach the customer?
Connect supplier options and minimum orders with packaging, freight, import costs, fulfilment and returns. Bring the physical operating model into the decision.
Compare. Challenge. Improve.
Angle → Product → Business case → Supplier & logistics options → Refined business plan
Explore the full strategy comparison below.
Business outcomeSupplier shortlist + route and cost model
Activation & operations
How does the plan become coordinated work?
Connect creative concepts, advertorials, landing pages, checkout flows and campaign workflows. Keep people at the points where direction and commitments are decided.
Compare. Challenge. Improve.
Angle → Product → Business case → Supplier & logistics options → Refined business plan
Explore the full strategy comparison below.
Business outcomeLaunch and operating workflows
Learning flows back. A cost constraint can change the bundle. A customer insight can change the angle. People decide what advances; AI Business teammates carry the evidence forward.
AI Business teammates working from the same evidence.
Research, strategy, supply and execution work together. AI Business teammates share findings, compare options and bring the next decision back to your team.
Intelligence
Search demand analysis
Competitor advertising analysis
Storefront & pricing audits
Customer sentiment analysis
Scientific and market research
Research sources
Google Search & Trends, Meta Ad Library, Amazon, Shopify, public research.
Strategy
Opportunity assessment
Audience segmentation
Positioning angle comparison
Business case comparison
Unit economics & investment planning
Business plan development
Supply & logistics
Product & supplier comparison
Sourcing evaluation
Logistics routing
Fulfilment optimization
Execution workflows
Creative development
Commerce setup (Shopify/Checkout Champ)
Outreach preparation
Campaign structure generation
The economics belong in the strategy.
Compare the angles. Shape the product. Improve the business case. Turn the strongest direction into a business plan you can act on.
Select a business case to explore the trade-offs.
Illustrative scenario · not company results
Everyday essential
How every €100 of net revenue is allocated
A starting pointEstablish the baseline
32%12%28%6%22%
Product & landed cost
Fulfilment & returns
Customer acquisition
Payments & other variable costs
Contribution
The initial case makes the assumptions visible: product cost, delivery, customer acquisition and contribution.
A more complete solution
How every €100 of net revenue is allocated
+4 percentage pointsvs. initial contribution
30%10%28%6%26%
Product & landed cost
Fulfilment & returns
Customer acquisition
Payments & other variable costs
Contribution
A stronger bundle increases revenue per order in this example, while consolidated delivery reduces its share of revenue.
The stronger business case
How every €100 of net revenue is allocated
+9 percentage pointsvs. initial contribution
28%9%26%6%31%
Product & landed cost
Fulfilment & returns
Customer acquisition
Payments & other variable costs
Contribution
Research refines the angle; product changes simplify the bundle; alternative sourcing and regional fulfilment improve the model. Validate each assumption before investing.
All figures are illustrative assumptions, expressed as a share of net revenue. Contribution is after the variable costs shown, before fixed overhead and tax. It is not net profit or a forecast.
Continuous business case optimization
Every better answer changes the next decision.
A promising angle needs the right product. A better product needs the right supplier. A different delivery route changes the costs—and sometimes the opportunity itself.
AI Business teammates connect researchers, product development, suppliers and logistics around competing business cases. Each finding updates the assumptions, so the plan improves as the evidence grows.
A continuous exchange of evidence, options and constraints.
A business plan built from the strongest available case.
Target audience and positioning. Product and pricing. Supplier and delivery choices. Investment requirements, financial scenarios and a measurable launch plan. Clear assumptions, clear trade-offs, clear next decisions.
Built to question its own conclusions.
Traceable evidence
Research findings retain their sources and dates, distinguishing market observations, assumptions and interpretation.
Financial discipline
Business cases connect revenue, costs and investment requirements. Assumptions stay visible so the choices can be tested.
Independent challenge
AI Business teammates challenge the assumptions behind each option and investigate where a business case could fail.
Human decisions
People set the strategic direction, approve capital commitments, and ultimately decide what advances into execution.
Our ventures. Your next move.
The same research, strategy and agentic systems support two ways of building a business.
Ventures we build
We investigate opportunities, shape offers and develop the systems to operate our own ventures. Evidence, economics and execution stay connected as the business takes shape.
Opportunity discoveryOffer developmentOperations
Working with your business
Your team brings the context, ambition and decisions. AppFX brings research, commercial thinking and AI Business teammates to connect the work around your next move.
Your contextShared decisionsConnected work
Start with the decision in front of you.
A focused question can become a research engagement, a stronger offer or a connected operating workflow.
Bring a market, customer problem or product idea. We connect demand, competitor offers and buyer language to clarify what is worth investigating.
Your questionAn evidence-backed direction
Shape a stronger offer
Bring an existing product or an emerging concept. We explore positioning, audiences, pricing, bundles and unit economics to shape an offer worth testing.
Your productA sharper positioning and test plan
Connect the operation
Bring a workflow spread across people and tools. We map the handoffs and build agentic systems around research, content, commerce and operational tasks.
Your workflowAI Business teammates in the loop
Research that strengthens every decision.
Connect product and pricing intelligence, advertising activity, customer demand and published research. Turn scattered information into a clearer view of the market—and a stronger basis for the next business decision.
Connected market intelligence
Bring us the business question.
A market to understand. An offer to sharpen. An operation to connect.
