Stakeholder decisions
Rehearse strategic choices and organizational change
Use these paths when the outcome depends on several connected groups interpreting, influencing, implementing, or blocking a consequential decision.
Simulation paths
MiroFish Use Cases
Pick the kind of future you want to stress-test. Every path uses the same MiroFish engine: evidence in, graph memory, multi-round simulation, report out.
Featured from usage data
Market Simulation AI
Stress-test launches, pricing, competitors, and market entry before the public story forms around the decision.
Most-used named use caseOpen use case
Choose by job
Match the page to the decision you need to test.
Each use case owns one search intent. Start where the evidence is strongest, then follow the related paths when the decision creates adjacent risk.
Growth decisions
Launch, price, or enter a market
Use these paths before a public-facing commercial decision creates customer, competitor, or category pressure.
Market Simulation AIGo To Market SimulationAI Go To Market ResearchGo To Market TestingLaunch Strategy SimulationGenerative AI Market ResearchAI Demand ValidationValue Proposition ValidationProduct Naming TestsProduct Launch ResearchProduct Launch ValidationProduct Launch Simulation AIProduct Launch Reaction SimulationSocial Commerce Ad TestingMarketing BrandAI Brand ResearchPrivate Label PositioningAI Brand TrackingBuyer Reaction SimulationPricing Simulation AIPricing Objection AnalysisProcurement Hurdle SimulationPricing Clarity TestingPricing Strategy SimulationPricing Research ToolPrice Sensitivity Analysis ToolFinancial ForecastingStock Market SimulatorMarket Sentiment AnalysisAI Market Entry ResearchMarket Expansion SimulationRegional Taste AdaptationMarket Entry Simulation AIMarket Entry War Game
Evidence decisions
Understand customers and competitors
Use these paths when the source material is research, sales evidence, support notes, or competitor messaging.
AI Forecasting ToolFinancial ForecastingStock Market SimulatorMarket Sentiment AnalysisAI Scenario PlanningScenario Simulation AIScenario EnginePredictive SimulationPrediction BotPolymarket Market ResearchBull Shock SimulationGo To Market SimulationAI Go To Market ResearchGo To Market TestingProduct Launch ResearchPricing Objection AnalysisProcurement Hurdle SimulationPricing Clarity TestingPricing Strategy SimulationPricing Research ToolPrice Sensitivity Analysis ToolAI Market Entry ResearchMarket Expansion SimulationAI Market Research ToolsMarket Research PriceGenerative AI Market ResearchAI Demand ValidationValue Proposition ValidationProduct Name ValidationProduct Naming TestsAI Concept ValidationConcept ScreeningConcept TestingConcept Testing PlatformsPretesting Patient MaterialsAI Market Research PlatformCustomer Research Simulation AICustomer Service SimulatorCustomer Journey ResearchSocial Commerce Ad TestingMarketing BrandAI Brand ResearchAI Brand TrackingAudience SegmentationPersona Development ResearchPersona ValidationConsumer Trend AnalysisRegional Taste AdaptationConsumer SurveysSilicon SamplingSurvey Cost ReductionConsumer Sentiment AnalysisSentiment Analysis ToolBuyer Reaction SimulationCompetitive Intelligence AICompetitive Response SimulationAI Business War GamingCompetitive War Gaming
Public pressure
Rehearse policy, opinion, and crisis response
Use these paths when the risk is interpretation, trust, escalation, or a response that may be judged in public.
AI Forecasting ToolAI Scenario PlanningScenario Simulation AIScenario EnginePredictive SimulationPrediction BotPolymarket Market ResearchMulti-Agent Simulation AIAgent-Based Simulation AILLM Social SimulationPublic Opinion Stress TestSentiment Analysis ToolPolicy Impact Simulation AIPolicy Update TestingPolicy Impact AnalysisPolicy Impact AssessmentCrisis Simulation AIReputation Crisis ManagementCrisis PR Simulation
Narrative systems
Forecast story worlds and sports narratives
Use these paths when motives, memory, pressure, and competing interpretations shape the next event.
Featured use cases
Start with the decision surface, not the model.
The top navigation should stay short. This page carries the growing library as new focused pages are added.
Market narrative
Market Simulation AI
Stress-test launches, pricing, competitors, and market entry before the public story forms around the decision.
Most-used named use case
Strategic stakeholders
Stakeholder Simulation AI
Rehearse how executives, employees, partners, regulators, and other stakeholders may react to a strategic decision.
Strategy rehearsal
Decision rehearsal
AI Decision Simulation
Compare strategic choices, expose fragile assumptions, and define the evidence needed before commitment.
Assumption review
Change management
Organizational Change Simulation
Stress-test adoption, communication, safeguards, and stakeholder response before organizational change begins.
Change response
Competitive strategy
AI Business War Gaming
Rehearse evidence-grounded moves, countermoves, stakeholder reactions, and response triggers across several strategic rounds.
Multi-round strategy rehearsal
Competitor response
Competitive War Gaming
Inspect how named rivals may imitate, undercut, reposition, partner, delay, or choose not to respond to a strategic move.
Moves and countermoves
Market entry
Market Entry War Game
Stress-test an entry plan against incumbents, customers, channels, partners, suppliers, platforms, and regulators.
Entry response playbook
Simulation method
Multi-Agent Simulation AI
Model how multiple actors react, influence each other, and create second-order paths around the same scenario.
Core simulation pattern
Behavior model
Agent-Based Simulation AI
Model actors, incentives, rules, and constraints to inspect how local behavior becomes a system outcome.
Actor behavior systems
Scenario rehearsal
Scenario Simulation AI
Turn a brief, event, or decision into an inspectable simulated path with actor reaction and second-order risk.
Decision rehearsal
Scenario method
Scenario Engine
Use MiroFish as a scenario engine to turn evidence, actors, constraints, and uncertainty into reviewable paths.
Not an oracle
Future paths
Predictive Simulation
Explore plausible future paths from evidence, actors, constraints, incentives, and multi-round reactions.
Prediction review
Forecast bot
Prediction Bot
Turn prediction questions, evidence, actors, signals, and uncertainty into reviewable forecast paths.
AI prediction workflow
Prediction markets
Polymarket Market Research
Research Polymarket market narratives, event scenarios, resolution criteria, uncertainty, and evidence gaps.
Market research
Prediction markets
Bull Shock Simulation
Inject YES catalysts, compare baseline vs bull shock paths, and inspect prediction market sensitivity and evidence gaps.
YES catalyst test
Social dynamics
LLM Social Simulation
Use language-model actors with roles, memory, and context to inspect how group reaction may evolve.
LLM social modeling
Strategic futures
AI Scenario Planning
Turn strategic plans, market memos, evidence, and constraints into inspectable future paths before committing.
Planning rehearsal
Forecasting workflow
AI Forecasting Tool
Turn evidence, actors, and uncertainty into inspectable forecast paths before decisions harden.
Forecast review
Finance forecast
Financial Forecasting
Review revenue, cash flow, runway, budget scenarios, cost pressure, and FP&A assumptions before decisions harden.
Finance scenario review
Market scenarios
Stock Market Simulator
Simulate earnings reactions, investor narratives, macro pressure, sector scenarios, and stock market risk signals.
Market scenario review
Market sentiment
Market Sentiment Analysis
Analyze investor mood, news sentiment, social market signals, bullish and bearish narratives, and evidence gaps.
Investor sentiment
Public pressure
Public Opinion Stress Test
Model how institutions, media, affected groups, and observers may reshape an incident, policy, or announcement.
Crisis and policy pressure
Sentiment research
Sentiment Analysis Tool
Analyze reviews, comments, survey text, support notes, and social signals for sentiment drivers and themes.
Feedback signal review
Consumer insights
Consumer Sentiment Analysis
Analyze reviews, surveys, support notes, social comments, and product feedback for sentiment drivers and themes.
Consumer emotion map
GTM strategy
Go To Market Simulation
Simulate buyer reaction, pricing pressure, channel friction, competitor response, and GTM proof gaps before rollout.
GTM strategy rehearsal
GTM research
AI Go To Market Research
Research ICP, buyer evidence, competitors, positioning, channels, pricing, and GTM risks before rollout.
GTM evidence map
GTM testing
Go To Market Testing
Turn ICP, positioning, pricing, sales motion, channel, and proof assumptions into testable GTM questions.
GTM validation plan
Launch strategy
Launch Strategy Simulation
Simulate audience sequence, channel timing, positioning, pricing pressure, and competitor response before rollout.
Strategy rehearsal
Roadmap decisions
Product Innovation
Compare concepts, feature priorities, adoption paths, willingness to pay, and roadmap tradeoffs before build.
Concept validation
Market research
AI Market Research Tools
Analyze customers, competitors, surveys, synthetic audiences, market signals, and research gaps before decisions harden.
Research workflow
Research budget
Market Research Price
Estimate research price drivers, method tradeoffs, sample risk, fieldwork waste, and vendor questions.
Budget planning
AI market research
Generative AI Market Research
Synthesize customer evidence, simulate audience reactions, draft research questions, and find validation gaps before fieldwork.
Research workflow rehearsal
Demand validation
AI Demand Validation
Test demand hypotheses, audience segments, buyer objections, message clarity, and next research steps before build or launch.
Demand evidence rehearsal
Message validation
Value Proposition Validation
Test clarity, credibility, differentiation, buyer relevance, objections, and next customer testing questions.
Promise and proof check
Naming research
Product Name Validation
Test candidate product names for clarity, memorability, fit, emotional associations, and confusion risk.
Name clarity check
Naming research
Product Naming Tests
Compare candidate product names by memorability, pronunciation, relevance, trust, associations, and buyer reaction.
Name fit
Concept validation
AI Concept Validation
Validate product ideas, audience reactions, demand assumptions, objections, and next research steps before build.
Idea validation
Idea screening
Concept Screening
Rank product ideas, compare audience reactions, find weak assumptions, and choose what to validate next.
Shortlist ideas
Concept research
Concept Testing
Compare product ideas, messages, audience reactions, objections, proof gaps, and next research questions.
Concept research method
Concept testing
Concept Testing Platforms
Compare product ideas, messages, synthetic audience reactions, validation gaps, and next research steps.
AI concept testing
Health communication
Pretesting Patient Materials
Pretest patient education materials for clarity, actionability, trust risk, and health literacy gaps.
Health literacy pretest
Market research
AI Market Research Platform
Simulate customer reactions, market demand, brand perception, competitor pressure, and research gaps from your evidence.
Research decision layer
Launch research
Product Launch Research
Analyze launch briefs, customer notes, competitor research, pricing context, and beta feedback before release.
Pre-launch research
Market research
Pre Launch Market Research
Inspect market signals, customer evidence, competitor context, positioning assumptions, and proof gaps before launch.
Pre-launch market read
Launch validation
Product Launch Validation
Validate launch claims, segments, pricing assumptions, buyer objections, and GTM proof gaps before release day.
Pre-release validation
Launch reaction
Product Launch Simulation AI
Test buyer understanding, competitor framing, pricing objections, and the first story the market may tell.
GTM rehearsal
Launch reaction
Product Launch Reaction Simulation
Rehearse buyer, user, competitor, and public response before launch day turns messaging into market fact.
Reaction rehearsal
Pricing pressure
Pricing Simulation AI
Rehearse customer objections, package migration risk, churn narratives, and competitor counter-positioning.
Pricing rollout
Pricing pressure
Pricing Objection Analysis
Analyze buyer price objections, discount pressure, procurement friction, competitor anchors, and proof gaps.
Objection diagnosis
Procurement friction
Procurement Hurdle Simulation
Simulate vendor approval, legal review, security questions, finance objections, and procurement blockers.
Deal approval rehearsal
Pricing communication
Pricing Clarity Testing
Test whether buyers understand tiers, usage limits, add-ons, billing terms, hidden-fee risk, and plan fit.
Pricing page clarity
Pricing strategy
Pricing Strategy Simulation
Simulate package design, discount policy, sales friction, competitor response, and pricing rollout tradeoffs.
Pricing strategy
Pricing research
Pricing Research Tool
Inspect willingness-to-pay evidence, competitor anchors, packaging assumptions, and pricing research gaps.
Pricing evidence
Price sensitivity
Price Sensitivity Analysis Tool
Analyze segment sensitivity, price thresholds, discount pressure, competitor anchors, and value proof gaps.
Sensitivity analysis
Market entry
Market Entry Simulation AI
Test buyer urgency, incumbent response, partner constraints, and category framing before entering a new market.
Entry strategy
Growth strategy
Market Expansion Simulation
Test new regions, customer segments, channels, competitor response, localization risk, and expansion sequencing.
Expansion strategy
Food localization
Regional Taste Adaptation
Test regional flavor, recipe, menu, packaging, and claim fit before food localization decisions harden.
Flavor fit map
Market entry research
AI Market Entry Research
Inspect market opportunity, buyer demand, competitors, local constraints, channel fit, and entry risks before expansion.
Entry research map
Crisis response
Crisis Simulation AI
Stress-test incident response, public narratives, media reaction, evidence gaps, and escalation pressure.
Response rehearsal
Reputation risk
Reputation Crisis Management
Inspect stakeholder trust, media narratives, public backlash, evidence gaps, and reputation repair paths.
Trust recovery
Crisis PR
Crisis PR Simulation
Rehearse statements, media questions, stakeholder backlash, spokesperson language, and timing risk.
PR rehearsal
Competitive strategy
Competitive Intelligence AI
Simulate competitor responses, buyer objections, sales pressure, and positioning risks before the market compares you.
Competitor response
Rival reaction
Competitive Response Simulation
Simulate how competitors may answer a launch, pricing change, positioning move, or market entry.
Rival counter-move
Customer evidence
Customer Research Simulation AI
Turn interviews, support notes, reviews, and product ideas into segment reactions and validation questions.
Research rehearsal
Support simulation
Customer Service Simulator
Rehearse support conversations, angry customers, refunds, escalations, policies, and QA feedback.
Agent readiness rehearsal
Customer experience
Customer Journey Research
Map journey stages, touchpoints, pain points, motivations, evidence gaps, and next validation questions.
Journey research
Social commerce
Social Commerce Ad Testing
Test hooks, creator angles, UGC, product tags, checkout friction, objections, and real ad-test plans.
Shoppable ad testing
Marketing strategy
Marketing Brand
Test positioning, messages, creative territories, offers, channels, and audience response before campaign production.
Brand decision rehearsal
Brand health
AI Brand Tracking
Track brand health, awareness, associations, trust, consideration, purchase intent, and audience shifts over time.
Brand health readout
Brand research
AI Brand Research
Test category fit, message recall, trust signals, competitor comparisons, and rebrand risk before rollout.
Positioning evidence
Retail brand strategy
Private Label Positioning
Test store brand price tiers, national brand comparisons, shopper trust, shelf role, and private label proof gaps.
Store brand positioning
Audience research
Audience Segmentation
Compare audience needs, habits, barriers, tradeoffs, and response patterns before product, price, message, or channel decisions.
Behavior segments
Persona research
Persona Development Research
Turn interviews, surveys, reviews, sales notes, and customer evidence into research-backed personas and validation questions.
Persona evidence map
Persona research
Persona Validation
Validate buyer, user, or customer personas against evidence, weak assumptions, duplicates, and next research checks.
Persona proof check
Consumer trends
Consumer Trend Analysis
Inspect behavior shifts, preference changes, purchase signals, category narratives, and research gaps before strategy decisions.
Trend evidence map
Consumer research
Consumer Surveys
Simulate consumer survey-style responses, segment themes, objections, and research gaps before fielding a panel.
Survey simulation
Synthetic research
Silicon Sampling
Simulate survey-style responses with synthetic respondents while keeping assumptions and validation gaps visible.
Synthetic respondent map
Survey research
Survey Cost Reduction
Rehearse survey design, synthetic responses, segment logic, and validation questions before buying sample.
Survey budget review
Buyer response
Buyer Reaction Simulation
Simulate B2B buyer objections, pricing pressure, proof gaps, switching risk, and competitor alternatives before rollout.
Buyer decision rehearsal
Policy impact
Policy Impact Simulation AI
Test stakeholder reaction, public interpretation, fairness narratives, and rollout gaps before a policy goes live.
Policy pressure
Policy rollout
Policy Update Testing
Test policy update confusion, stakeholder objections, compliance wording gaps, and rollout friction.
Policy rollout test
Policy analysis
Policy Impact Analysis
Compare policy options, stakeholder effects, evidence gaps, implementation risks, and decision tradeoffs.
Policy decision review
Policy assessment
Policy Impact Assessment
Assess affected groups, equity risks, implementation gaps, compliance pressure, and evidence needs before rollout.
Impact review
Sports forecast
World Cup Prediction
Build an evidence-led 2026 match forecast from team context, tournament pressure, and competing narratives.
Sports scenario page
Story worlds
Narrative Forecasting AI
Treat a fictional world as a graph of motives, memory, and tension, then test how one new event changes the path.
Creative simulation
Creative agents
Creative Experiments
Test story continuations, lost endings, character motives, world memory, and narrative consistency with AI agents.
Creative experiment
Same engine, different futures
Every use case follows the MiroFish workflow.
The page changes the question. The product still runs through evidence, graph construction, simulation, report, and follow-up interrogation.
- 01
Upload evidence
Bring the brief, report, article, memo, or source material that defines the situation.
- 02
Build graph memory
MiroFish extracts actors, incentives, constraints, and memory into a visible simulation structure.
- 03
Run reaction rounds
Agents interact across multiple rounds so the second-order reaction is part of the forecast.
- 04
Read and question
Review the report, inspect the assumptions, and ask follow-up questions about the simulated world.
Have a source already?
Turn it into a simulation path.
Upload the material you already have and choose the scenario you want MiroFish to stress-test.
Start from the console