Latifox
- 24 skills
- 0 followers
- 10 hours ago last updated
- ▌ Cac Modeler · latifoxModels LTV, CAC by channel, LTV:CAC ratios, and payback period for an indie developer. Uses market_insights to calibrate channel CPMs and competitive intensity. Includes indie budget tier definitions and viability thresholds.
- ▌ Idea Scoring · latifoxAggregates all dimension scores into a final idea score (0–100) and issues a verdict. Implements a multiplicative-floor algorithm with Riskiest Assumption Test (RAT). The final output of every validation workflow.
- ▌ Pivot Engine · latifoxGenerates structured pivot options for a scored idea based on weak dimensions, market_insights signals, and founder constraints. Includes scoring simulation, minimum viable pivot criteria, effort estimation, and indie buildability filtering.
- ▌ Decision Memo · latifoxWrites a concise, human-readable decision brief summarizing the full validation analysis — including score, verdict, RAT experiment, pre-mortem, and tier-appropriate next actions. The document a founder actually acts on.
- ▌ Trend Analysis · latifox bundleAnalyzes market trends across platforms (TikTok, Reddit, App Store, Google Trends) for a given topic or category. Writes a new file to memory/market_insights/.
- ▌ Pricing And Wtp · latifoxModels willingness to pay using Van Westendorp price sensitivity analysis, desire-premium multipliers, category benchmarks, and market_insights monetization signals. Recommends pricing model, freemium conversion estimate, and annual/monthly strategy.
- ▌ Desire Evaluator · latifoxScores the strength of core human desire motivations (survival, status, belonging, control, curiosity) for a given app idea to predict user pull and retention potential.
- ▌ Find Idea · latifoxResearch a market and generate 7-10 scored idea candidates matched to your background
- ▌ Gut Check · latifoxThree-minute screen on four dimensions - can rule an idea out, never rules one in
- ▌ Competitor Mapper · latifoxMaps the full competitive landscape — direct, indirect, substitute, and emerging competitors — with positioning gap analysis, review mining, and market_insights-calibrated saturation scoring. Feeds into idea-scoring, cac-modeler, pricing-and-wtp, and tam-sam-som-builder.
- ▌ Auto Pilot · latifoxAutonomous end-to-end run - onboards you if needed, finds ideas, validates the best one, and hands you a memo without stopping to ask
- ▌ Pivot Idea · latifoxDiagnose why an idea scored badly and generate evidence-backed pivots with projected scores
- ▌ Weakness Detection · latifoxAnalyzes idea-scoring output to identify the weakest dimensions, root causes of low scores, and probable failure modes if the idea were pursued as-is.
- ▌ Idea Status · latifoxPortfolio view - every idea you have analysed, its score, verdict and what is still missing
- ▌ Market Scan · latifoxResearch a market before committing to an idea - trends, competitors, size and how people actually acquire users
- ▌ Retention Predictor · latifoxPredicts retention potential by evaluating usage frequency, habit formation mechanics, and churn risk factors for a B2C app idea.
- ▌ Tam Sam Som Builder · latifoxEstimates TAM, SAM, and realistic SOM for a B2C app idea using triangulated bottom-up methodology anchored to market_insights trend data, competitor revenue proxies, and community size signals. Includes indie capture rate benchmarks and growth-rate adjustments by trend velocity.
- ▌ Validate Idea · latifoxRun the full ten-step validation on one idea and write a decision memo with a verdict, an experiment and kill criteria
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- ▌ Distribution Analysis · latifoxEvaluates organic reach potential, paid feasibility, platform distribution advantages, creator economy fit, and founder edge for a B2C app idea. Includes viral coefficient estimation, ASO scoring rubric, and tier-adjusted verdicts.
- ▌ Founder Profile · latifoxCreate or refresh your builder profile - the background, constraints and target buyer that every other command scores against
- ▌ Trend To Product Mapper · latifoxMaps viral social content and trending topics to concrete app opportunities by extracting the underlying problem and validating monetization fit.
- ▌ User Segmentation Profiler · latifoxClassifies the user into an ICP tier (beginner/builder/growth) based on experience, constraints, and goals. Run once per user session before any workflow.
- ▌ User Background Interviewer · latifoxConducts a deep background interview to understand what types of app ideas this specific user is most likely to succeed with based on their domain knowledge, networks, and skills.