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
| Dimension | Approach 1: Short Quiz | Approach 2: Value-First LP | Approach 3: Interactive Demo | Approach 4: Pain-Segmented | Approach 5: Hybrid Best-of-Breed |
|---|---|---|---|---|---|
| Funnel type | 4-question quiz → personalized result | Long-form landing page → direct signup | Interactive sample note → signup | 4 segment-specific micro-funnels | Demo + quiz + personalized result |
| Inspired by | Calm, Guardio | Freed, Heidi Health, Notion | Canva, Grammarly, Figma | Hims, BetterHelp, Curology | All 36 competitors (cherry-picked) |
| Steps to signup | 10 (perceived: 6) | 2 (read page + signup form) | 7 (perceived: 3) | 8 per segment (perceived: 5) | 11 (perceived: 5) |
| Est. completion time | 2-3 min | 3-5 min | 2-3 min | 2-3 min | 3-4 min |
| Credit card timing | Not 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 collection | Optional at signup | Required at signup | Optional post-signup | Required at signup (all segments) | Required at signup |
| FB browser ejection strategy | Immediate, 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 questions | 4 | 0 | 0 (demo interaction instead) | 2 per segment (8 total) | 3 (after demo) |
| Personalization depth | Medium (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 principle | Commitment & 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 signup | Time-savings estimate | Full page content + demo video | Live sample note generation | Pain-specific result + testimonial | Demo note + time-savings estimate |
| Technical complexity | Low-Medium | Medium-High | High | High | Highest |
| Content requirements | Low-Medium | High (video, full page, FAQ) | High (sample notes per specialty) | High (4x everything) | Highest (demo + quiz + UTM + SMS) |
| Estimated effort | Low-Medium | Medium-High | High | High | High |
| Expected signup rate | 35-45% | 8-15% | 20-30% | 25-40% (varies by segment) | 15-25% |
| Expected activation rate | 40-50% | 60-70% | 55-65% | 45-60% | 65-75% |
| Expected trial-to-paid | 8-12% | 55-70% | 12-18% | 10-15% (A/B/C), 55-65% (D) | 55-70% |
| Best for audience | All clinicians (broadest net) | High-intent, research-heavy clinicians | Skeptical clinicians who need proof | Specific pain-point segments | High-intent clinicians ready to commit |
| Key risk | Quiz too shallow for skeptics | CC requirement kills cold FB traffic | Bad demo note poisons funnel | 4x maintenance cost | Longest funnel = highest cumulative drop-off |
| Data from non-converters | Quiz 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 Idea | Approach 1 | Approach 2 | Approach 3 | Approach 4 | Approach 5 |
|---|---|---|---|---|---|
| Phone number collection | Optional 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 model | Not 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 ejection | Early 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 use | Optional: 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
| Metric | Approach 1 | Approach 2 | Approach 3 | Approach 4 | Approach 5 |
|---|---|---|---|---|---|
| Per 1,000 ad clicks | |||||
| Signups | 350-450 | 80-150 | 200-300 | 250-400 | 150-250 |
| Activated users | 140-225 | 48-105 | 110-195 | 113-240 | 98-188 |
| Paying subscribers | 28-54 | 44-105 | 24-54 | 38-86 | 83-175 |
| 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
| Priority | Approach | Rationale |
|---|---|---|
| 1st | Approach 1: Short Quiz | Lowest build effort. Fastest to launch. Establishes baseline quiz metrics. Tests optional phone collection capture rate. |
| 2nd | Approach 3: Interactive Demo | Tests value-before-signup hypothesis. Demo notes can be reused in Approach 5. Tests post-signup phone collection. |
| 3rd | Approach 5: Hybrid | Combines learnings from Approaches 1 + 3. Tests payment-first on demo-primed users. Tests required phone with demo. Most engineering effort but highest revenue potential. |
| 4th | Approach 2: Value-First LP | Tests payment-first on long-form content. Video production can start while Approaches 1-3 run. Tests required phone with CC. |
| 5th | Approach 4: Pain-Segmented | Requires 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).