DealScout

Feature Taxonomy

Analyze product feature coverage across acquisition targets. The matrix shows screenshot evidence for each feature by target company.

FWDI Product Feature Taxonomy

A unified hierarchy for feature ideation across acquisition targets, synthesized from deep-dive analyses of DraftKings, Kalshi, Polymarket, CoinGecko, and Stocktwits.


How to Use This Document

This taxonomy serves as the canonical reference for all product brainstorming. Each category contains:

  • Feature concepts with source attribution
  • Applicability ratings for CoinGecko (CG) and Stocktwits (ST)
  • Priority indicators based on impact and alignment

Legend:

  • CG = CoinGecko applicability
  • ST = Stocktwits applicability
  • Source = Best-in-class example to study

Taxonomy Overview

1. MONETIZATION INFRASTRUCTURE
   ├── Trading Execution
   ├── Fee Models
   └── Premium Tiers

2. TRUST & VERIFICATION
   ├── Performance Tracking
   ├── Identity & Badges
   └── Transparency Mechanics

3. SOCIAL & COMMUNITY
   ├── Content & Feeds
   ├── Following & Discovery
   └── Copy Trading

4. GAMIFICATION & RETENTION
   ├── Streaks & Habits
   ├── Points & Rewards
   ├── Achievements & Status
   └── Contests & Competition

5. PREDICTION & BETTING
   ├── Binary Markets
   ├── Bundled Bets (Parlays)
   └── P2P Wagering

6. ONBOARDING & ACCESSIBILITY
   ├── Wallet Connection
   ├── Progressive Disclosure
   └── Friction Reduction

7. DISTRIBUTION & GROWTH
   ├── API & Infrastructure
   ├── Embeds & Integration
   └── Partnership Models

8. DATA & INTELLIGENCE
   ├── AI Features
   ├── Signal Generation
   └── Analytics & Insights

1. MONETIZATION INFRASTRUCTURE

1.1 Trading Execution

FeatureDescriptionSourceCGSTPriority
Embedded Swap WidgetTrade directly on asset/ticker page without leavingJupiter, 1inchHighMedP0
DEX AggregationBest price across multiple liquidity sourcesLlamaSwap, JupiterHighMedP0
One-Click TradeSingle tap from discovery to executionpump.fun, RobinhoodHighHighP0
Copy Trade ButtonReplicate another user's position instantlyeToro, DraftKingsHighHighP1
Micro-BettingVery short duration positions (5 min, 1 hour)DraftKingsMedHighP2
US Equity Perps24/7 stock trading via crypto railsDrift, VestLowHighP1

Key Insight: Trading execution is the monetization engine. Every friction point between intent and execution costs revenue.

1.2 Fee Models

FeatureDescriptionSourceCGSTPriority
Convenience FeeSmall % on top of aggregator (0.3-0.5%)CoinGecko thesisHighHighP0
Tiered FeesLower fees for premium users or high volumeDraftKings DynastyHighHighP1
LP Revenue ShareFees go to liquidity providers, not housePolymarketMedMedP2
Prediction Market Rake5-10% of pot on resolved marketsKalshiLowHighP1
No House Edge (P2P)Users trade against each otherPolymarketMedHighP1

Key Insight: Kalshi/Polymarket prove that "no house" positioning builds trust. Consider P2P framing even when capturing fees.

1.3 Premium Tiers

FeatureDescriptionSourceCGSTPriority
Subscription TiersFree/Pro/Premium with feature gatesCMC, TradingViewHighHighP1
Reduced Trading FeesPremium users pay less per tradeDraftKings DynastyHighHighP1
Enhanced Data AccessMore API calls, longer history, real-timeCoinGecko APIHighMedP1
Ad-Free ExperienceRemove ads for paying usersCMCHighHighP2
Priority SupportFaster response for paying usersStandardMedMedP3

2. TRUST & VERIFICATION

2.1 Performance Tracking

FeatureDescriptionSourceCGSTPriority
Verified Trade BadgesLink to broker/wallet, prove real tradesRobinhood SocialMedHighP0
P&L DashboardShow actual performance (win rate, Sharpe, etc.)eToroHighHighP0
Trade History On-ChainTransparent, auditable recordPolymarketHighMedP1
Track Record Requirements90-day minimum before monetizationeToro Popular InvestorMedHighP0
Risk Score DisplayShow how risky a trader's strategy iseToroMedHighP1

Key Insight: Stocktwits' fake trader problem kills trust. Verification is table stakes.

2.2 Identity & Badges

FeatureDescriptionSourceCGSTPriority
Verification TiersUnverified → Broker-linked → On-platformProposedMedHighP0
Creator Partner BadgeHighlight monetized creatorsYouTube, TwitchMedHighP1
Skill BadgesEarned through demonstrated competenceDuolingo, DraftKingsMedHighP2
Whale/Influencer TagsIdentify high-impact usersCrypto TwitterMedHighP2

2.3 Transparency Mechanics

FeatureDescriptionSourceCGSTPriority
Real-Time Order BookSee all bids/asks in prediction marketsKalshi, PolymarketMedHighP1
Trade ReceiptsAuto-post when trade executesRobinhood (unreleased)MedHighP1
Resolution CriteriaClear, unambiguous rules for market settlementKalshiLowHighP1
Audit TrailAll actions logged and verifiablePolymarket (on-chain)MedMedP2

3. SOCIAL & COMMUNITY

3.1 Content & Feeds

FeatureDescriptionSourceCGSTPriority
Chart-Native PostsShare TradingView-style analysisTradingView IdeasHighHighP1
Trade Receipt PostsAuto-generated post when user tradesRobinhood SocialHighHighP1
Trending TickersSurface what community is discussingStocktwits, CMCHighExistsP1
Following FeedCurated from people you followTwitter/XHighExistsP1
Community SentimentAggregate bullish/bearish on each assetStocktwitsHighExistsP1

Key Insight: CoinGecko needs to build social from scratch. Stocktwits must preserve what works.

3.2 Following & Discovery

FeatureDescriptionSourceCGSTPriority
Top Trader DiscoveryFind and follow best performersKalshi, eToroHighHighP1
Asset-Based FollowingFollow a ticker to see all related contentStocktwitsHighExistsP1
Strategy-Based FollowingFollow by style (swing, scalp, value)ProposedMedMedP2
Recommendation Engine"Traders like you follow..."Netflix-styleMedMedP2

3.3 Copy Trading

FeatureDescriptionSourceCGSTPriority
One-Tap CopyReplicate a trade with single actioneToro, DraftKings TailHighHighP1
Auto-Copy PortfolioMirror all trades from a user automaticallyeToroHighHighP2
Proportional SizingCopy at same % of your portfolioeToroHighHighP2
Copy Stop-LossAutomatic risk limit on copied positionseToroHighHighP2
Creator Revenue ShareTop traders earn % of copy volumeeToro Popular InvestorHighHighP1

Key Insight: DraftKings' "Tail" feature shows copy trading works even in betting. 25M tailed bets, 180% YoY growth.


4. GAMIFICATION & RETENTION

4.1 Streaks & Habits

FeatureDescriptionSourceCGSTPriority
Login StreaksDaily check-in rewards, escalating valueCMC Diamond, DuolingoHighHighP1
Activity StreaksPost/trade X days in a rowSnap, DuolingoHighHighP1
Streak RecoveryPay or complete task to restore broken streakDuolingoMedMedP2
Streak MilestonesBonus at 7, 14, 30, 100 daysCMCHighHighP1

Key Insight: CMC's Diamond Rewards with login streaks is proven. CoinGecko should copy directly.

4.2 Points & Rewards

FeatureDescriptionSourceCGSTPriority
Dual Currency SystemSpendable points + status creditsDraftKings (Crowns + Tier Credits)HighHighP1
Earn for ActionsPoints for login, trade, post, referCMC, DraftKingsHighHighP1
Redemption StoreSpend points on features, merch, fee discountsDraftKings DynastyHighHighP2
Points Never ExpireCrowns don't expire (status resets annually)DraftKingsMedMedP2
APY on Idle BalanceEarn yield on deposited fundsKalshiHighHighP1

Key Insight: Kalshi's APY on idle balances removes opportunity cost. Funds stay sticky.

4.3 Achievements & Status

FeatureDescriptionSourceCGSTPriority
Skill-Based BadgesEarned through competence, not luckProposed (not lottery)HighHighP2
Tier ProgressionBronze → Silver → Gold → Diamond → OnyxDraftKings DynastyHighHighP1
Profile ShowcasingDisplay badges, tiers prominentlyGamingMedHighP2
Tier-Exclusive BenefitsHigher tiers unlock featuresDraftKings VIPHighHighP1
Weekly Prize ChestsRandom rewards based on tierDraftKingsMedMedP2

4.4 Contests & Competition

FeatureDescriptionSourceCGSTPriority
Monthly Trading ContestsCompete for prizes on paper/real tradingDraftKings, WeBullMedHighP2
Private Group CompetitionsFriends compete, winner takes potDraftKings private leaguesMedHighP2
Multi-Category LeaderboardsPerformance, consistency, social, by assetDraftKings, KalshiHighHighP1
Risk-Adjusted RankingsSharpe ratio instead of raw returnseToroMedHighP1
Paper Trading ContestsRisk-free competition for beginnersWeBullMedHighP2

Key Insight: DraftKings proves leaderboards + contests drive 30-50% engagement lift. Raw P&L boards encourage reckless behavior—use risk-adjusted metrics.


5. PREDICTION & BETTING

5.1 Binary Markets

FeatureDescriptionSourceCGSTPriority
Yes/No ContractsSimple binary outcomes priced 1¢-99¢Kalshi, PolymarketMedHighP1
Price = ProbabilityIntuitive pricing (70¢ = 70% chance)KalshiMedHighP1
Earnings Beat/MissWill company beat EPS consensus?KalshiLowHighP1
Price Target MarketsWhere will asset trade by date X?PolymarketHighHighP1
Event-Based ResolutionClear trigger, no ambiguityKalshiMedHighP1

Key Insight: 45% of Stocktwits posts are about earnings. Natural fit for prediction markets.

5.2 Bundled Bets (Parlays)

FeatureDescriptionSourceCGSTPriority
Same Game Parlay (SGP)Combine multiple outcomes from single eventDraftKingsMedHighP2
SGPx (Cross-Event)Combine parlays across multiple eventsDraftKingsMedMedP2
Prediction BundlesBet on multiple correlated crypto outcomesProposed (DK-inspired)HighMedP2
Higher Margins on BundlesCorrelated legs = house edgeDraftKingsMedHighP2

Key Insight: SGP is DraftKings' highest-margin product. Creates emotional investment in micro-outcomes.

5.3 P2P Wagering

FeatureDescriptionSourceCGSTPriority
Prop Bet ChallengesUser A challenges User B on outcomeProposedMedHighP2
No House EdgePlatform takes small fee, no side takenPolymarketHighHighP1
Order Book VisibilitySee all bids/asks transparentlyPolymarket, KalshiMedHighP2
Fast Resolution SportsSettle within hours, not monthsKalshiLowHighP1

Key Insight: Fast resolution drives dopamine velocity. Kalshi pivoted from politics to sports for this reason—90% of volume now sports.


6. ONBOARDING & ACCESSIBILITY

6.1 Wallet Connection

FeatureDescriptionSourceCGSTPriority
Web2 Login (Email/Google)No wallet knowledge requiredPolymarketHighHighP0
Hosted Wallet (MPC)Platform holds keys, user uses emailPrivy, TurnkeyHighHighP0
Self-Custody OptionConnect MetaMask, Phantom, etc.StandardHighMedP0
Progressive Wallet EducationLearn crypto concepts over timePolymarketHighMedP1
Fiat On-RampCard to crypto without external exchangeMoonPay, TransakHighHighP1

Key Insight: Polymarket proved Web2 UX on Web3 rails works. Blockchain should be invisible.

6.2 Progressive Disclosure

FeatureDescriptionSourceCGSTPriority
Trading Opt-In ModesOff / Light / Full trading experienceProposedMedHighP0
Guest BrowsingUse platform without loginCoinGecko todayHighMedP0
Soft PromptsSuggest wallet connection contextuallyBest practiceHighHighP1
Hard GatesRequire wallet only at trading momentProposedHighHighP1

6.3 Friction Reduction

FeatureDescriptionSourceCGSTPriority
Gasless TransactionsPlatform pays/batches gas feesJupiter, Intent protocolsHighMedP1
Sub-Second ExecutionSolana-speed or L2 transactionsJupiterHighMedP1
MEV ProtectionGuarantee no worse than quoted price1inch, CowSwapHighMedP1
Auto-SlippageSet slippage automatically based on liquidityJupiterHighMedP1

7. DISTRIBUTION & GROWTH

7.1 API & Infrastructure

FeatureDescriptionSourceCGSTPriority
Trading APILet third parties embed tradingCoinGecko thesisHighMedP2
Data API TiersFree/Paid access to market dataCoinGecko, CMCHighMedExists
White-Label PredictionPower other platforms' event contractsKalshi (for Robinhood)MedHighP2
Webhook SupportPush notifications to external systemsTradingViewHighHighP2

7.2 Embeds & Integration

FeatureDescriptionSourceCGSTPriority
X/Twitter EmbedsShow prices/odds in X posts nativelyPolymarketHighHighP1
Chart EmbedsShareable, interactive chartsTradingView, GeckoTerminalHighHighP1
Price WidgetsEmbed live prices on any websiteCoinGeckoHighMedExists
Media Data PartnershipsProvide data to CNN, CNBC, etc.KalshiMedMedP2

Key Insight: Polymarket's X integration created viral loop. Prediction embeds become news.

7.3 Partnership Models

FeatureDescriptionSourceCGSTPriority
B2B2C DistributionPower trading in other apps (Robinhood model)KalshiHighHighP2
Broker IntegrationsLet users trade from CG/ST via their brokerTradingViewMedHighP2
Wallet PartnershipsDeep integration with Phantom, MetaMaskPolymarketHighMedP1
Exchange Data DealsRevenue share for order flowCoinGecko referralsHighMedExists

Key Insight: Kalshi's Robinhood deal = zero CAC for users already "in a money mood."


8. DATA & INTELLIGENCE

8.1 AI Features

FeatureDescriptionSourceCGSTPriority
AI Market Summary"Why is X up/down today?"CMC AIHighMedP2
Portfolio AnalysisAI-generated risk assessmentProposedHighMedP2
Personalized Recommendations"Based on your holdings, consider..."CMC AIMedLowP3
Chat InterfaceAsk anything about marketsChatGPT, PerplexityHighMedP2

8.2 Signal Generation

FeatureDescriptionSourceCGSTPriority
Price as ProbabilityMarket price = consensus probabilityPolymarket, KalshiHighHighP1
Aggregated SentimentCrowd wisdom from user positionsProposedHighHighP1
Whale TrackingSurface large/influential positionsCrypto Twitter, ArkhamHighMedP2
Smart Money FlowWhat are verified top traders doing?ProposedHighHighP2

8.3 Analytics & Insights

FeatureDescriptionSourceCGSTPriority
Portfolio PerformanceP&L, allocation, risk metricsStandardHighHighP0
Tax-Ready ExportsCSV for TurboTax, CoinTrackerCoinGecko, KoinlyHighMedP1
Trade JournalLog and review your decisionsTradingViewMedHighP2
BacktestingTest strategies on historical dataTradingViewMedMedP3

Priority Matrix Summary

CoinGecko Top 10 Features

RankFeatureCategoryStatusPriority
1Web2 Wallet OnboardingOnboarding🆕 NewP0
2Embedded Swap WidgetMonetization🆕 NewP0
3Portfolio Auto-SyncData🔄 EnhanceP0
4Login Streak RewardsGamification🆕 NewP1
5Creator Revenue ShareSocial🆕 NewP1
6X/Twitter EmbedsDistribution🔄 EnhanceP1
7Copy TradingSocial🆕 NewP1
8Tier Progression SystemGamification🆕 NewP1
9AI Market SummaryData🆕 NewP2
10Multi-Category LeaderboardsGamification🆕 NewP1

Status Key: 🆕 New = Build from scratch | 🔄 Enhance = Exists but needs significant upgrade | ✅ Exists = Already in product

CoinGecko Existing Assets to Leverage:

  • Price data & charts (comprehensive)
  • GeckoTerminal DEX data
  • API infrastructure
  • Basic portfolio tracking (manual entry)
  • SEO/traffic (40M MAU)
  • Brand trust (exchange-independent)

Stocktwits Top 10 Features

RankFeatureCategoryStatusPriority
1Verified Trade BadgesTrust🆕 NewP0
2Creator Revenue ProgramSocial🆕 NewP0
3Binary Prediction MarketsPrediction🆕 NewP1
4Web2 Wallet OnboardingOnboarding🆕 NewP0
5US Equity PerpsMonetization🆕 NewP1
6Risk-Adjusted LeaderboardsGamification🆕 NewP1
7Copy TradingSocial🆕 NewP1
8Fast Resolution Sports MarketsPrediction🆕 NewP1
9Trading ContestsGamification🆕 NewP2
10Tier Progression SystemGamification🆕 NewP1

Status Key: 🆕 New = Build from scratch | 🔄 Enhance = Exists but needs significant upgrade | ✅ Exists = Already in product

Stocktwits Existing Assets to Leverage:

  • Social feed & following (core product)
  • Cashtag infrastructure ($AAPL mentions)
  • Community sentiment (bullish/bearish)
  • High engagement (47% DAU/MAU)
  • US audience (85%)
  • 24/7 activity pattern (1/3 posts outside market hours)

Cross-Reference: Feature Sources

Source PlatformFeatures Contributed
DraftKingsSGP/Parlays, Dynasty Rewards (Crowns + Tiers), Social Tailing, Micro-betting, Contests, Prize Chests
KalshiBinary Yes/No, B2B2C Distribution, APY on Balances, Fast Resolution, Media Partnerships
PolymarketWeb2 Onboarding, No House Edge, X Integration, Price-as-Signal, LP Incentives
eToroCopy Trading, Popular Investor Revenue, Risk Scores, Proportional Sizing
CMCDiamond Rewards, Login Streaks, AI Insights, Community Feed
RobinhoodVerified Trades, One-Tap Execution, Achievement Milestones
TradingViewChart-Based Social, Broker Integrations, Embeds, Webhooks
pump.funOne-Click Trading, High Fees Work, Gamified Launches

Using This Taxonomy

For Feature Brainstorming

  1. Start with a category (e.g., Gamification)
  2. Review all features in that category
  3. Evaluate applicability to your target (CG vs ST)
  4. Check source for implementation reference

For Prioritization

  1. Filter by Priority (P0/P1/P2/P3)
  2. Consider dependencies (Wallet before Trading)
  3. Balance across categories (don't over-index on one area)

For Competitive Analysis

  1. Use Source column to find best-in-class
  2. Study their implementation
  3. Adapt for crypto/trading context