RISOSCommunity Voice
What customers and communities say: pains, objections, alternatives, triggers, and the words they naturally use.
Living business intelligence
Understand what matters.
Decide what to do next.
Keep it current.
RISOS turns scattered customer, market, competitor, attention, and business evidence into clear answers you can inspect, act on, and revisit as things change.
I have an existing business
Start with a decision already on your desk: customers, competitors, pricing, positioning, growth, or what to build next.
Research my businessI'm starting something new
Find out whether the problem is real, who feels it most, how crowded the market is, and what deserves validation next.
Research my ideaI work with clients
Keep each client isolated, move faster across research, and stop rebuilding the same market and competitor context from scratch.
Set up client researchI know the question I need answered
Choose from ten structured Research Products instead of starting from a blank prompt.
Browse Research Products10 Research Products
Start with the question keeping you up at night.
RISOS turns common founder and operator questions into structured research with evidence, uncertainty, recommendations, and a result you can keep current.
Validate an Idea
Is this problem painful enough to build around—and is there evidence people would care enough to act?
Find What to Build
What should we build next, and which recurring problems are actually worth solving?
Understand Customers
What are customers really struggling with, what are they trying to get done, and how do they describe it?
Find Ideal Customers
Who feels this problem most strongly, and who is most likely to need what we offer?
Analyze Competitors
What are competitors doing well or badly, and where are customers still looking for something better?
Evaluate a Market
Is demand real, how crowded is the market, and where is there still room to win?
Price and Package
What should we charge, what do customers value, and what alternatives are we asking them to replace?
Position and Message
How should we explain the value so the right customer immediately understands why it matters?
Build a Go-to-Market Strategy
Where should we look for our first or next customers, and what should we test first?
Build a Creative Strategy
Which hooks, angles, proof, and messages are most likely to earn attention from the right people?
How RISOS works
From a business question to an answer you can defend.
Instead of making you choose sources, models, or research mechanics, RISOS works backward from the decision you need to make.
Your question“Is this market already crowded—and is there still room to win?”
You provide the business context. RISOS determines what needs to be investigated.
Relevant evidence
Community Voice
What customers and communities say: pains, objections, alternatives, triggers, and the words they naturally use.
Search Demand
What people actively look for, how demand changes, and which questions or problems keep showing up in search.
Public Attention
What is gaining or losing attention across public channels, without treating attention as proof of demand.
Media and Event Momentum
News, launches, events, and external developments that can change the context around a decision.
Your result
A Living Deliverable
See what the evidence supports, what contradicts it, what remains unknown, and what to do next.
Evidence you can inspect
Clear uncertainty
Recommended next moves
Refreshable over time
6 independent Signals
Different kinds of evidence answer different parts of the question.
RISOS keeps them distinct so you can see where Signals reinforce one another, where they conflict, and what is still unknown—without mistaking attention for demand or competitor claims for customer truth.
Search Demand
What people actively look for, how demand changes, and which questions or problems keep showing up in search.
Public Attention
What is gaining or losing attention across public channels, without treating attention as proof of demand.
Media and Event Momentum
News, launches, events, and external developments that can change the context around a decision.
Competitive Activity
Observable competitor moves, positioning, pricing, launches, and customer reaction.
First-party Business
What your own business data says about outcomes and behavior inside the Project you choose to connect.
Ongoing intelligence · Research, Explore, Monitor
Do the deep work once. Keep using what RISOS learns.
Research creates structured intelligence. Explore helps you notice what deserves attention. Monitor watches the things you care about as the world changes.
Research
Answer a business decision
Choose one of ten Research Products and build an evidence-backed Living Deliverable.
Explore
See what deserves attention
Review current findings, opportunities, meaningful changes, and research updates without starting new paid Research.
Monitor
Know when something important changes
Watch questions, entities, audiences, opportunities, topics, or saved collections and surface meaningful movement.
Evidence before confidence
Know what is true, what is likely, and what still needs proof.
RISOS is designed to preserve source context, contradictions, freshness, and limitations. When the evidence is thin, the product should say so—not turn uncertainty into a confident paragraph.
Traceable evidence
Findings stay connected to the evidence that supports them, with source handling that respects provider rules.
Unknown stays unknown
Missing information, contradictions, and unproven assumptions remain visible instead of being filled with guesses.
Current, not frozen
Living Deliverables can be refreshed when meaningful evidence changes without pretending unrelated work changed too.
Built for teams and agencies
Workspaces and Projects keep businesses, clients, and initiatives isolated so intelligence does not bleed across boundaries.
FAQ
Questions people ask before they trust business research.
RISOS is built to make the research process clearer without making you manage the research machinery.
What is RISOS?+
RISOS is a business research and decision-intelligence system. You start with a decision such as validating an idea, understanding customers, evaluating a market, or building a go-to-market strategy. RISOS gathers and reuses evidence, shows what it supports, and keeps the result available as a Living Deliverable.
How is this different from asking an AI chatbot?+
RISOS starts from structured business decisions, preserves evidence and uncertainty, keeps different signal types distinct, and gives you a result you can revisit, refresh, monitor, and trace back to supporting evidence.
Does RISOS automatically start paid research?+
No. Research starts when you choose to start it. Explore and Ask reuse intelligence already in your workspace, and Monitor watches things you choose without silently launching a new Research job.
What sources does RISOS use?+
RISOS can use approved public, structured, and first-party sources when they are relevant to the question and permitted for that use. Source availability varies by research path, provider approval, geography, and the evidence already available in your workspace.
What happens when the evidence is weak or contradictory?+
RISOS keeps the uncertainty visible. It can return a partial result, show contradictions and unknowns, or tell you that more evidence is needed instead of manufacturing confidence.
Can agencies keep client research separate?+
Yes. Workspaces and Projects keep business and client intelligence separated. Agency teams can move between authorized client workspaces without mixing their research.
Start with the decision, not another research tab
Bring RISOS the question. Leave with the evidence, the unknowns, and the next move.
Start free, choose a Research Product, and build intelligence you can keep using as your business changes.