Comparison Matrix

outputs/agent-5-funnel-specs/comparison-matrix.md

TLDR

  • Side-by-side comparison of all 5 approaches across 20+ dimensions including funnel type, steps, conversion estimates, and build effort
  • Revenue per click ranges from $1.18 (Interactive Demo) to $8.58 (Hybrid Best-of-Breed) per 1,000 ad clicks
  • Approach 5 (Hybrid) projects highest revenue despite moderate signup volume due to payment-first + high activation
  • Approach 1 (Short Quiz) generates most signups but lowest revenue per click due to low trial-to-paid conversion
  • Each approach tests different combinations of phone collection (optional vs required) and payment model (free trial vs CC required)

Funnel Approach Comparison Matrix

Side-by-Side Comparison

DimensionApproach 1: Short QuizApproach 2: Value-First LPApproach 3: Interactive DemoApproach 4: Pain-SegmentedApproach 5: Hybrid Best-of-Breed
Funnel type4-question quiz → personalized resultLong-form landing page → direct signupInteractive sample note → signup4 segment-specific micro-funnelsDemo + quiz + personalized result
Inspired byCalm, GuardioFreed, Heidi Health, NotionCanva, Grammarly, FigmaHims, BetterHelp, CurologyAll 36 competitors (cherry-picked)
Steps to signup10 (perceived: 6)2 (read page + signup form)7 (perceived: 3)8 per segment (perceived: 5)11 (perceived: 5)
Est. completion time2-3 min3-5 min2-3 min2-3 min3-4 min
Credit card timingNot required (free trial)Payment-first (CC at signup)Not required (free trial)Split: free trial (A/B/C) + CC required (D: Growth)Payment-first (CC at signup)
Phone number collectionOptional at signupRequired at signupOptional post-signupRequired at signup (all segments)Required at signup
FB browser ejection strategyImmediate, before quiz starts. Auto-redirect after 2 sec. "Twofold works best in Safari/Chrome."Immediate, with smart app banner + browser redirect. Explains why (Google SSO, passwords, recording).Immediate, with demo-specific framing. "Open in your browser to try the live demo."Unified across segments with segment-specific benefit line. Maintains message consistency from ad.Immediate, with value promise. "We'll show you a sample AI note — let's open in your browser."
Quiz questions400 (demo interaction instead)2 per segment (8 total)3 (after demo)
Personalization depthMedium (role + pain + timing)Light (UTM headlines only pre-signup)High (specialty + format → demo note)High (segment-level everything)Deep (demo + quiz = 6 data points)
Primary psych principleCommitment & Consistency (quiz micro-commitments)Authority & Credibility (evidence-based page)Reciprocity + Try Before Buy (free demo value)Message Match (pain-specific everything)Layered: Reciprocity → Commitment → Sunk Cost
Value delivery before signupTime-savings estimateFull page content + demo videoLive sample note generationPain-specific result + testimonialDemo note + time-savings estimate
Technical complexityLow-MediumMedium-HighHighHighHighest
Content requirementsLow-MediumHigh (video, full page, FAQ)High (sample notes per specialty)High (4x everything)Highest (demo + quiz + UTM + SMS)
Estimated effortLow-MediumMedium-HighHighHighHigh
Expected signup rate35-45%8-15%20-30%25-40% (varies by segment)15-25%
Expected activation rate40-50%60-70%55-65%45-60%65-75%
Expected trial-to-paid8-12%55-70%12-18%10-15% (A/B/C), 55-65% (D)55-70%
Best for audienceAll clinicians (broadest net)High-intent, research-heavy cliniciansSkeptical clinicians who need proofSpecific pain-point segmentsHigh-intent clinicians ready to commit
Key riskQuiz too shallow for skepticsCC requirement kills cold FB trafficBad demo note poisons funnel4x maintenance costLongest funnel = highest cumulative drop-off
Data from non-convertersQuiz answers (retargetable)None (no interaction data)Specialty + format (light retargeting)Segment + quiz answers (rich retargeting)Demo + quiz data (richest retargeting)

Internal Ideas Integration Summary

Internal IdeaApproach 1Approach 2Approach 3Approach 4Approach 5
Phone number collectionOptional at signup. "We'll text you a quick-start guide." 20-30% capture rate.Required at signup. "We'll text setup tips + trial-end reminder." 100% capture.Optional post-signup. "Want tips for your first recording?" 30-40% capture.Required at signup, segment-specific framing. 100% capture. Enables tailored SMS per pain point.Required at signup. "We'll text a recording tip right now." 100% capture. Most sophisticated SMS sequence.
Payment-first modelNot used. Free trial, no CC. Low friction priority.Used. CC required at signup. Long-form page builds enough trust. 2-3x trial-to-paid uplift.Not used. Demo-first ethos conflicts with gating. Free trial.Split test: no CC for Burnout/Time/Compliance segments. CC required for Practice Growth segment.Used. CC required. Demo + quiz provide maximum pre-signup value to justify CC. Best Facebook signal.
FB browser ejectionEarly ejection before quiz. Simple "works best in Safari" framing.Immediate with smart app banner. Explains specific benefits of real browser.Immediate with demo promise. "Open in your browser to try the live demo."Unified with segment-specific benefit line. Maintains ad-to-funnel message consistency.Immediate with value promise. "We'll show you a sample AI note." Most compelling ejection framing.
SMS activation useOptional: quick-start guide + 48hr non-activation nudge.Required: Day 1 welcome → Day 3 usage tip → Day 6 trial reminder.Optional: recording tips sequence.Required: 4 different sequences tailored to pain segment. Most targeted SMS.Required: immediate tip + usage tracking + trial countdown. Most sophisticated sequence.

Revenue Impact Modeling

MetricApproach 1Approach 2Approach 3Approach 4Approach 5
Per 1,000 ad clicks
Signups350-45080-150200-300250-400150-250
Activated users140-22548-105110-195113-24098-188
Paying subscribers28-5444-10524-5438-8683-175
Monthly revenue$1,372-$2,646$2,156-$5,145$1,176-$2,646$1,862-$4,214$4,067-$8,575
Revenue per click$1.37-$2.65$2.16-$5.15$1.18-$2.65$1.86-$4.21$4.07-$8.58

Revenue calculated at $49/month. Approach 4 blends CC and non-CC segments. Ranges reflect metric target ranges.

Key insight: Approach 5 (Hybrid) has the highest projected revenue per click despite moderate signup volume because payment-first + high activation = high subscriber yield. Approach 2 (Value-First LP) is second despite low signup volume. Approach 1 (Short Quiz) generates the most signups but the lowest revenue per click due to low trial-to-paid conversion.

Testing Priority Recommendation

PriorityApproachRationale
1stApproach 1: Short QuizLowest build effort. Fastest to launch. Establishes baseline quiz metrics. Tests optional phone collection capture rate.
2ndApproach 3: Interactive DemoTests value-before-signup hypothesis. Demo notes can be reused in Approach 5. Tests post-signup phone collection.
3rdApproach 5: HybridCombines learnings from Approaches 1 + 3. Tests payment-first on demo-primed users. Tests required phone with demo. Most engineering effort but highest revenue potential.
4thApproach 2: Value-First LPTests payment-first on long-form content. Video production can start while Approaches 1-3 run. Tests required phone with CC.
5thApproach 4: Pain-SegmentedRequires 4x content. Better to run after other approaches reveal which pain segments convert best, then build dedicated funnels for winners.

Decision Framework

Choose Approach 1 if: You want the fastest launch, lowest risk, and broadest funnel. Accept lower revenue per click in exchange for maximum learning and data collection.

Choose Approach 2 if: Your traffic is primarily high-intent (Google search, referrals, comparison shoppers). Payment-first will underperform on cold Facebook traffic.

Choose Approach 3 if: You believe "try before you buy" is the strongest conversion lever for clinical professionals. Invest in demo quality — it's the entire bet.

Choose Approach 4 if: You have the ad budget and creative resources for 4 parallel campaigns. Best long-term approach but highest setup cost.

Choose Approach 5 if: You're optimizing for revenue per click over signup volume. Accept the engineering investment for the highest projected lifetime value per user. Build incrementally (demo first, add quiz, then payment-first).