Research

variation-2-deep-commitment

outputs/agent-5-funnel-specs/variation-2-deep-commitment.md

Variation 2: Deep Commitment — Extended Investment Quiz

Concept Summary

A 13-question quiz with value interstitials that builds deep psychological investment before signup. Users spend 4-5 minutes answering progressively personal questions about their documentation pain, workflow, and aspirations. Between sections, value interstitials deliver social proof and personalized insights. By the time users reach signup, sunk cost and emotional investment make abandonment feel wasteful. Best for converting hesitant clinicians who need to feel deeply understood before committing.

Strategic Rationale

Noom's 96-screen quiz achieves some of the highest payment-page conversion rates in consumer SaaS because users who invest 15+ minutes don't want to "waste" their effort. BetterHelp's 35+ question empathy-driven quiz similarly converts through deep emotional investment. While 96 screens is excessive for B2B, the principle holds: more investment before signup = higher signup conversion AND higher activation (users who invested more feel more committed to following through).

Agent 3 research shows competitor quiz lengths range from 3 to 96. Team feedback (Gal) explicitly says current 3-4 question specs are "too short" and wants some variants "meaningfully longer." Agent 10 feedback #5: "at least some variants should be meaningfully longer than 4 questions. Competitor research suggests 6-10 questions works for professional audiences." This variation pushes past 10 to test whether deeper commitment further improves conversion.

The value interstitials (Noom's "building your plan..." screens) provide 10-20% conversion boosts by signaling that something personalized is being created. Combined with progressive social proof and pain-point acknowledgment, the interstitials transform the quiz from data collection into a valuable self-assessment experience.


Current Flow Decisions

Current StepDecisionDetailsRationale
Landing page (www)ReplaceQuiz replaces landing page entirely. First screen is Q1.Quiz-first pattern for cold traffic. 13 questions create sufficient context without a landing page.
Signup pageReplaceSignup embedded in the comprehensive results page.Results page shows everything learned; signup feels like "claiming" the personalized setup.
Onboarding: Welcome/NameRemoveFirst name collected at signup. No welcome screen.Quiz already provided extensive context-setting. Welcome screen is redundant.
Onboarding: SpecialtyRemoveCaptured in quiz Q1.Already collected.
Onboarding: Practice SizeRemoveCaptured in quiz Q2.Already collected.
Onboarding: Note PreferencesRemoveCaptured in quiz Q8-Q9. Smart defaults from quiz answers.Already collected with more detail than current onboarding.
NUX DialogReplacePersonalized guided activation based on quiz Q10 (preferred note creation method).Quiz explicitly asked how they want to create notes. Honor that answer on /new page.
Post-Onboarding: /new pageHeavily ModifyDeeply personalized based on 13 quiz answers. References specific pain points they shared. Shows calculated time savings.Deep investment quiz enables the most personalized /new page of all variations.

Funnel Structure

Step-by-Step Flow

StepTypeContentData CollectedCTA
1Quiz Q1"What's your primary clinical role?"RoleNext
2Quiz Q2"What's your practice size?"Practice sizeNext
3Quiz Q3"How do most of your sessions happen?"ModalityNext
4Interstitial 1"[X]% of [role] providers report documentation burnout"NoneContinue
5Quiz Q4"When do you usually finish your notes?"Note timingNext
6Quiz Q5"How many hours per week do you spend on documentation?"Hours/weekNext
7Quiz Q6"What frustrates you most about documentation?"Primary frustrationNext
8Quiz Q7"Have you tried other AI documentation tools?"Competitive contextNext
9Interstitial 2"Twofold users in [specialty] save an average of [X] hours/week"NoneContinue
10Quiz Q8"What note format do you use most?"Note formatNext
11Quiz Q9"How do you currently create your notes?"Current methodNext
12Quiz Q10"How would you prefer to generate notes?"Preferred methodNext
13Interstitial 3"Building your personalized setup..." (loading animation)NoneAuto-advance
14Quiz Q11"What would better documentation mean for your life?"Aspirational goalNext
15Quiz Q12"How would you describe your ideal workflow?"Workflow visionNext
16Quiz Q13"What matters most in a documentation tool?"PriorityNext
17Loading"Finalizing your personalized Twofold setup..." (5-second animation)NoneAuto-advance
18Results + SignupComprehensive personalized results + signup formEmail, password, first name"Claim My Setup — $0"
19FB Browser Ejection"Continue in your browser for the full experience"None"Open in Browser"
20First Action (/new)Deeply personalized /new pageNoneContext-dependent first action

Flow Diagram

FB Ad → Phase 1: Practice Context [Q1-Q3] → Interstitial 1
      → Phase 2: Documentation Pain [Q4-Q7] → Interstitial 2
      → Phase 3: Workflow & Methods [Q8-Q10] → Interstitial 3 (loading)
      → Phase 4: Goals & Values [Q11-Q13] → Final Loading
      → Results + Signup → FB Ejection → /new (Guided First Action)

Total Steps

20 (13 questions + 3 interstitials + loading + results/signup + ejection + first action)

Estimated Completion Time

4-5 minutes to signup. 5-6 minutes to first action on /new page.


Design Direction

Layout Pattern

Same centered card pattern as the Twofold app, but with richer interstitial screens. Quiz screens: single question, single card. Interstitial screens: full-width content with illustration or stat highlight. Loading screens: centered animation with progress messaging. All matching Twofold app colors (blue/indigo primary, white background).

Visual Hierarchy

Quiz screens:

  1. Phase label (small, top — "About Your Practice" / "Your Documentation" / "Your Workflow" / "Your Goals")
  2. Progress bar (13 segments, thin)
  3. Question text (large, centered)
  4. Answer options (full-width cards)
  5. Back button (subtle)

Interstitial screens:

  1. Large stat or insight (hero-sized number or quote)
  2. Supporting context (1-2 lines)
  3. "Continue" button

Mobile-First Considerations

  • All quiz screens fit in single viewport — no scrolling
  • Interstitials are equally concise — single stat, single button
  • Auto-advance after selection with 300ms delay on quiz screens
  • Interstitials require explicit "Continue" tap (intentional pause for absorption)
  • 13 questions on mobile takes ~4 minutes with auto-advance — well within attention span for invested users
  • Progress bar shows clear phase boundaries (3+4+3+3 grouping)

Component Patterns

  • Phase labels: Small caps, light gray, above question. Creates sense of structured assessment.
  • Quiz cards: Same as Variation 1 — white card, rounded corners, indigo accents.
  • Interstitial cards: Blue/indigo background with white text. Large stat number (48px+). One supporting line. Creates visual contrast that signals "this is different from a question."
  • Loading screens: Centered spinner or progress bar with phase-specific messaging. White background with indigo spinner. Messages cycle: "Analyzing your documentation profile..." → "Matching specialty templates..." → "Calculating time savings..."

Transition & Animation Direction

  • Quiz questions: horizontal slide (same direction throughout)
  • Quiz-to-interstitial: fade transition (signals mode change)
  • Interstitial-to-quiz: fade back
  • Final loading: smooth progress bar fill over 5 seconds with cycling messages
  • Results page: slide up from bottom (reveal feel)

Content (with Variations)

Results Page Headline

  • Version A: "[First Name], here's your personalized documentation plan"
  • Version B: "We built this for [specialty] providers like you"
  • Version C: "[First Name], you told us documentation takes [X] hours/week. Let's fix that."

Results Page Product Explanation

Before the structured results, include a brief, clear explanation of Twofold's core mechanism for cold traffic users:

"Twofold listens to your sessions and writes your notes automatically — no typing, no templates, no after-hours charting."

This line appears directly below the headline, before the personalized profile sections. Critical for users from cold Facebook traffic who may not yet understand how the product works.

Results Page Body

Structured results showing:

  1. Your Documentation Profile: Summary of what they shared (hours, frustration, current method)
  2. Your Twofold Setup: What's been configured (template, modality, workflow match)
  3. Your Potential Impact: Calculated time savings, pain-point-specific benefit
  4. What Peers Say: Specialty-matched testimonial

Signup CTA

  • Version A: "Claim My Setup — $0"
  • Version B: "Start My Personalized Trial"
  • Version C: "Get My [Specialty] Setup — Free"

First-Action Experience Messaging (for /new page)

  • Version A: "[First Name], everything's ready. You told us [preferred method] works best for you — let's try it."
  • Version B: "Your [note format] template is loaded. Based on your [X] patients/day, this could save you [Y] hours this week."

Key Messaging Themes

  1. Deep understanding: "We listened. Here's what we learned about your practice."
  2. Effort acknowledged: "You invested 4 minutes telling us about your work. We used every answer."
  3. Personalization: "This setup was built specifically for [specialty] providers who [pain point]"
  4. Relief: "No more [specific frustration they selected]"
  5. Proof: "[X]+ [specialty] providers already use this setup"

Tone

Empathetic, thorough, respectful. Acknowledges the user's time investment. Feels like a thoughtful consultation, not a quick sale.


Quiz/Interactive Design

Questions

Phase 1: Practice Context

Q1: "What's your primary clinical role?"

  • Therapist / Psychiatrist / Psychologist / Social Worker / Primary Care / Other
  • Purpose: Specialty segmentation. Drives template, language, social proof.
  • Psychology: Easy opener. Self-identification creates category commitment.

Q2: "What's your practice size?"

  • Solo provider / Small group (2-5) / Medium group (6-20) / Large organization (20+)
  • Purpose: Practice context. Informs messaging (solo burnout vs team efficiency).
  • Psychology: Still factual and easy. Building momentum.

Q3: "How do most of your sessions happen?"

  • In person / Virtual / Both
  • Purpose: Configures modality. Informs /new page and recording approach.
  • Psychology: Straightforward. Three questions in, user is now invested.

→ Interstitial 1: "[78]% of [therapist] providers report that documentation is their biggest source of administrative burden." [Source: Agent 1 competitor research] CTA: "Continue"

Phase 2: Documentation Pain

Q4: "When do you usually finish your notes?"

  • During sessions / Between sessions / End of day / Evenings and weekends / I'm always catching up
  • Purpose: Quantifies pain severity. "Evenings/weekends" and "always catching up" flag highest pain.
  • Psychology: Shifts from factual to personal. User confronts their documentation reality.

Q5: "How many hours per week do you spend on documentation?"

  • Less than 5 / 5-10 / 10-15 / More than 15
  • Purpose: Quantifies time investment for personalized savings calculation.
  • Psychology: Putting a number on the pain makes it concrete and harder to ignore.

Q6: "What frustrates you most about documentation?"

  • It takes too long / Notes pile up and I fall behind / Quality isn't where I want it / I worry about compliance / I can't be fully present with patients
  • Purpose: Primary frustration drives results messaging and /new page personalization.
  • Psychology: Self-diagnosis of frustration. Articulating the problem creates urgency for a solution.

Q7: "Have you tried other AI documentation tools?"

  • Yes, I currently use one / Yes, but I stopped / No, never tried / I'm not sure what's available
  • Purpose: Competitive context. "Currently use one" → switching messaging. "Never tried" → education messaging.
  • Psychology: Acknowledges the market reality. Makes Twofold feel like a considered choice, not an impulse.

→ Interstitial 2: "Based on your answers, Twofold could save you approximately [calculated: hours/week × 80%] hours per week." Below: "That's [hours × 4] hours per month you could spend with patients, with family, or on yourself." CTA: "Continue"

Phase 3: Workflow & Methods

Q8: "What note format do you use most?"

  • SOAP / DAP / BIRP / Progress Notes / Intake Notes / Other
  • Purpose: Template pre-selection on /new page.
  • Psychology: Practical question after emotional ones. Signals product sophistication.

Q9: "How do you currently create your notes?"

  • Type during the session / Type after the session / Dictate after the session / Handwrite then transcribe / Use templates and fill in
  • Purpose: Understanding current workflow to position Twofold as a natural upgrade.
  • Psychology: User reflects on their current (broken) process. Creates readiness for a better way.

Q10: "How would you prefer to generate your notes?"

  • Record the session live / Dictate key points after / Type a summary and let AI expand / Upload existing notes for formatting
  • Purpose: Critical — this answer determines the primary CTA on /new page. If they say "Dictate," /new page highlights dictation.
  • Psychology: User states their ideal. Twofold can deliver it. Creates anticipation.

→ Interstitial 3: "Building your personalized setup..." Progress bar animation (3 seconds). Messages: "Matching your [SOAP] template..." → "Configuring for [virtual] sessions..." → "Almost ready..."

Phase 4: Goals & Values

Q11: "What would better documentation mean for your life?"

  • More time with patients / Less stress and burnout / Better work-life balance / Higher quality notes / Ability to see more patients
  • Purpose: Aspirational goal anchoring. Results page references their stated aspiration.
  • Psychology: Shifts from problem to solution mindset. User visualizes the positive outcome.

Q12: "How would you describe your ideal documentation workflow?"

  • Notes done before the next patient / Hands-free during sessions / Quick review and sign off / Completely automated
  • Purpose: Sets expectations and configures /new page guidance.
  • Psychology: User designs their ideal. Twofold delivers it.

Q13: "What matters most to you in a documentation tool?"

  • Accuracy / Speed / Customization / Simplicity / HIPAA compliance
  • Purpose: Priority ranking for results page emphasis.
  • Psychology: Final question. User's stated priority becomes the lens for everything that follows.

→ Final Loading: "Finalizing your personalized Twofold setup..." (5-second progress bar). Messages cycle through personalization steps. Creates perceived effort and value (10-20% conversion boost per Noom data).

Branching Logic

No branching in quiz flow — all 13 questions are linear. Personalization happens at interstitials and results page:

  • Interstitial 1: Role-specific stat
  • Interstitial 2: Calculated time savings from Q4+Q5
  • Interstitial 3: References Q8 format and Q3 modality
  • Results page: Combines all 13 answers into comprehensive profile

Results Personalization

Results page shows a structured "documentation profile" with four sections:

  1. Your Practice: [Role], [practice size], [modality] sessions
  2. Your Challenge: You spend [hours]/week on documentation. You finish notes [timing]. Your biggest frustration: [frustration].
  3. Your Twofold Setup: [Format] template loaded. [Modality] mode configured. [Preferred method] as primary workflow. Optimized for [priority].
  4. Your Potential Impact: Save approximately [calculated] hours/week. That means: [aspirational goal they selected].

Signup form appears directly below the profile, pre-filled with context: "Claim this setup — it's yours for free."


Signup & Payment Strategy

When is signup requested?

After comprehensive results page. User has invested 4-5 minutes and sees their full documentation profile. Signup feels like "claiming" what's been built, not a cold commitment.

What's required at signup?

First name, email, password. Positioned below the results profile so the setup feels earned.

Phone number collection

Optional. Positioned as: "Want a reminder before your next session? Add your phone." More compelling after deep investment — users who spent 4+ minutes are more likely to provide phone.

Credit card timing

Not required. Free trial. No credit card until upgrade decision. Team directive honored.

Free trial details

7-day trial of Personal plan. All features. No credit card. No email verification. Hide trial countdown and pricing on first /new visit — show only after first note generated.

Facebook browser handling

Option A — Session-Based (recommended for this variation): Same as Variation 1 Option A. After signup in FB browser, generate session link, eject to real browser.

Option B — Account-Based (Magic Link): Same as Variation 1 Option B. Collect email on results page, send magic link.

Recommendation: Option A. Users who invested 4-5 minutes in the quiz have high commitment — they'll complete the extra tap to switch browsers.

Conversion event firing for Facebook

  • QuizStart — Q1 loaded
  • QuizPhase2 — Q4 loaded (entered pain section)
  • QuizPhase3 — Q8 loaded (entered workflow section)
  • QuizComplete — Q13 answered
  • Lead — signup submitted (primary optimization event)
  • CompleteRegistration — account active in real browser
  • StartTrial — first recording started

More granular events give Facebook better signal about user quality and funnel progression.


Social Proof Strategy

Types of social proof used

  • Role-specific burnout stats (Interstitial 1)
  • Calculated personal time savings (Interstitial 2)
  • User count per specialty (Results page)
  • Peer testimonials matched to specialty and pain point (Results page)
  • Star rating + HIPAA badge (Signup area)
  • Loading screen messaging ("Joining [X]+ [specialty] providers...")

Placement

  • Interstitial 1 (after Q3): Category stat — burnout/documentation burden
  • Interstitial 2 (after Q7): Personal calculation — "You could save [X] hours/week"
  • Results page: Full social proof suite — specialty user count, matched testimonial, rating
  • Loading screens: Subtle — "Joining [X]+ providers" messaging during animation

Specific examples

Interstitial 1 (therapist): "78% of therapists report that clinical documentation is their #1 source of administrative stress. You're not alone."

Interstitial 2 (10-15 hrs/week): "Based on your answers, Twofold could save you approximately 8-12 hours per week. That's 32-48 hours per month — almost a full work week back."

Results page testimonial (therapist, burnout path): "I was spending every Sunday catching up on notes. Now they're done between sessions. I got my weekends back." — Licensed Clinical Social Worker, Solo Practice


Personalization Logic

Data points used for personalization

All 13 quiz answers, organized by function:

  • Template config: Q1 (role), Q8 (format)
  • Modality config: Q3 (modality)
  • Messaging personalization: Q4 (timing), Q6 (frustration), Q11 (aspiration)
  • Savings calculation: Q4 (timing), Q5 (hours/week)
  • Workflow config: Q9 (current method), Q10 (preferred method)
  • /new page CTA: Q10 (preferred method), Q12 (ideal workflow)
  • Competitive positioning: Q7 (tried other tools)
  • Priority emphasis: Q13 (top priority)

How personalization manifests

  • Interstitials: Role-specific stats, calculated time savings
  • Results page: Complete documentation profile with all answers reflected
  • Signup messaging: References their specific frustration and aspiration
  • /new page: Primary CTA matches their preferred method (Q10). Welcome message references their aspiration (Q11). Template pre-selected (Q8). Modality set (Q3).

Personalization depth

Deep — 13 data points create a comprehensive profile. Every answer is visible in the results and reflected on /new page. User can clearly see their investment was used.


Post-Onboarding Activation Strategy

What the user sees on /new after completing onboarding

A deeply personalized screen that references their quiz answers. The primary CTA matches their stated preference (Q10). The welcome message references their aspiration (Q11) and frustration (Q6).

Layout (mobile):

[Twofold logo]
──────────────────────────────────────────────────

  [First Name], your setup is complete.

  Based on what you told us:

  ┌──────────────────────────────────┐
  │ 📋 [SOAP] template for           │
  │    [Therapist] sessions          │
  │ 🎙 [Virtual] mode                │
  │ ⏱  Estimated savings: [X] hrs/wk │
  └──────────────────────────────────┘

  Ready to [aspirational goal]?
  Let's create your first note.

  ┌──────────────────────────────────┐
  │ 🗣 Dictate Key Points            │  ← If Q10 = "Dictate"
  │ Your preferred method             │     HIGHLIGHTED
  └──────────────────────────────────┘

  Other ways to start:
  • Record a live session
  • Try with sample audio

──────────────────────────────────────

First-action guidance approach

The /new page honors their quiz answer to Q10 ("How would you prefer to generate notes?"):

  • "Record live" → Prominent "Record a Session" CTA, with brief instruction: "Tap record, see your patient, get your note in seconds"
  • "Dictate after" → Prominent "Dictate Key Points" CTA: "Recall a recent session. Tap record and walk through the key points."
  • "Type a summary" → Prominent "Text to Note" input: "Type or paste key session details. Twofold expands them into a complete note."
  • "Upload notes" → Prominent "Upload" CTA: "Snap a photo of handwritten notes or paste typed notes."

The chosen method is highlighted as "Your preferred method" — referencing their quiz answer.

How alternatives to live recording are presented

Two alternatives shown below the primary CTA as secondary options. Not hidden, but clearly secondary. "Other ways to start: Record a live session / Try with sample audio"

Mobile-specific considerations

  • Single primary CTA matches their stated preference — no decision paralysis
  • Secondary options are text links, not cards (reduce visual competition)
  • Setup summary card fits in one viewport without scrolling
  • "Estimated savings: [X] hrs/wk" creates ongoing motivation

Personalization of /new page based on funnel data

Every element is personalized:

  • Welcome references first name
  • Setup card shows their template, modality, and calculated savings
  • Primary CTA matches Q10 answer
  • Motivational message references Q11 aspiration ("Ready to [get more time with patients]?")
  • Template is pre-selected per Q8
  • Modality is pre-set per Q3

Native App Activation Gap

Important context: The NUX guided activation experiment showed +24.84% activation lift on desktop web but did NOT improve activation on the native iOS/Android app. This variation's deeply personalized /new page (which references quiz answers Q10, Q11, Q6) is designed for the web experience. If users later switch to the native app, this rich personalization may not transfer.

Mitigation: Ensure the first activation happens during the initial mobile web session. For users who later download the native app: (1) carry the 13-question personalization profile into the native app experience so the /new page remains customized, (2) consider a lightweight native re-engagement prompt that mirrors the web guided activation, and (3) deep-link reminder emails back to mobile web until native activation parity is achieved. This variation's deep investment makes it especially important that the personalized experience isn't lost in a platform transition.

How the design accommodates users who aren't ready to record yet

  1. Dictation/Text options: If Q10 was "dictate" or "type summary," the primary CTA already accommodates non-recording scenarios.
  2. Sample audio: Always available as "Try with sample audio"
  3. Scheduled reminder: "Not with a patient right now? Tell us when your next session is:" → simple time picker → SMS or push reminder
  4. Email follow-up: "We'll email you a quick start guide for your first [format] note"

Psychological Principles Applied

PrincipleWhere AppliedHow AppliedExpected Effect
Sunk CostEntire quiz (4-5 min)13 questions + interstitials = significant time investment. Abandoning at signup means wasting 4+ minutes.Users complete signup at higher rates because they don't want to lose their investment.
Commitment & ConsistencyProgressive question phasesQuestions escalate from factual → emotional → aspirational. Each phase deepens commitment.Users who shared their frustrations and aspirations feel internally consistent signing up.
ReciprocityInterstitials + resultsQuiz provides genuine insights (burnout stats, time savings calculation, personalized profile). Value delivered before ask.Users feel the quiz gave them something; signing up reciprocates.
Personalization/EndowmentResults pageComprehensive profile shows "this was built for you." User feels ownership of the setup.Endowment effect makes the personalized setup feel valuable and worth claiming.
Goal Gradient13-segment progress barVisible progress through 4 phases. Acceleration as user nears results.Higher completion rates in Phase 3 and 4 as users see the end approaching.
Perceived EffortLoading interstitials"Building your setup..." with progress animation signals effort being expended on their behalf.10-20% conversion boost (Noom data). Setup feels more valuable.
Self-DiagnosisQ4-Q6 (pain questions)User quantifies their own problem (hours wasted, frustrations).Problem awareness is self-generated, making the solution feel more necessary.
Aspirational AnchoringQ11 (what would change)User visualizes the positive outcome. Results page references this vision.Creates emotional pull toward signup as the path to their stated aspiration.
Loss AversionPost-results"Your personalized setup" — not claiming it means losing the calculated savings and configured setup.Signup rates increase from results page.

Trust & Compliance

Trust signals

Same as Variation 1, plus:

  • Personalized time savings calculation adds credibility (data-driven, not just claims)
  • Interstitial stats cite research context
  • Competitive awareness question (Q7) signals market maturity — "we know you have options"

Compliance requirements

Same as Variation 1.

Placement

  • Interstitial 1: Burnout stat with subtle source reference
  • Interstitial 2: Calculated savings (personalized, not generic)
  • Results page: HIPAA badge, star rating, testimonial
  • Signup form: "No credit card" + HIPAA + Terms

Expected Metrics

Funnel completion rate target

25-35% (ad click to signup). Lower than Variation 1 due to quiz length, but users who complete should have much higher intent and activation rates. The 13-question filter self-selects committed users.

Activation rate target

65-75% (signup to first recording/note generation). Higher than Variation 1 because deep investment creates stronger follow-through. /new page honors their stated preference (Q10). NUX experiment baseline: 62.42%.

Subscription rate target

10-15% (trial to paid). Users who invested 4+ minutes in personalization have higher perceived switching costs. They've "built" something.

Benchmarks

  • BetterHelp quiz completion: ~40-50% (35+ questions)
  • Noom quiz completion: ~30-40% (96+ screens, but with high-commitment audience)
  • Industry B2B quiz completion: 50-70% for 6-10 questions
  • Expected 13-question completion: 40-55%

Key risk factors

  1. Drop-off through quiz: 13 questions may lose impatient mobile users, especially from cold FB traffic with low initial intent. Phase 2 (pain questions) is the highest-risk drop-off zone.
  2. Perceived effort exceeds value: If interstitials feel like filler rather than genuine insights, users may feel manipulated.
  3. Results page overwhelm: If the personalized profile is too dense, it may create decision fatigue rather than excitement.
  4. Higher CAC: Lower funnel completion rate means more ad spend per signup. Must be offset by higher activation and subscription rates.

Implementation Complexity

Technical requirements

  • Quiz engine with 13-question linear flow + 3 interstitials + 2 loading screens
  • Dynamic interstitial content (role-specific stats, calculated savings)
  • Comprehensive results page with 4-section personalized profile
  • /new page with preference-based primary CTA (4 possible configurations)
  • All FB ejection infrastructure from Variation 1
  • More granular Facebook Pixel events (phase-level tracking)

Content requirements

  • 13 quiz questions with answer options (written above)
  • 3 interstitial content variations (role-specific × pain-specific)
  • Results page copy variations (3 headlines)
  • Signup CTA variations (3)
  • /new page variations (2 per preferred method × 4 methods)
  • 2-3 specialty-specific testimonials
  • Role-specific burnout/documentation stats for interstitials

Estimated effort

Medium. More content creation and personalization logic than Variation 1. The interstitial calculations require backend logic. The preference-based /new page has 4 configurations.

Dependencies

  • Same as Variation 1, plus:
  • Specialty-specific stat database for interstitials
  • Time savings calculation logic (map hours/week + patients/day to estimated savings)
  • 4-variant /new page layout based on Q10 answer