Apriori - Know Why Users Drop Off. Before They Do.

Univest – Variant 4: Crown + Trust Pillars + ‘Unlock FREE trade’

The Verdict

Crown branding polarises: authority signal for some, tryhard for others. Trust pillars are the strongest trust-building element but the layout competes for visual hierarchy.

Univest – Variant 4: Crown + Trust Pillars + ‘Unlock FREE trade’ achieved a 44.0% completion rate across all 50 personas (mid-tier of the six variants tested). The single-screen format reduced decision friction significantly. Core non-converters are Skeptics (0.0% completion), Privacy Guardians (0.0%), and the Junk cohort (0%). Enthusiasts convert at 93.3% across all variants.

44%

Completion Rate

Personas Tested

Dropped Off

worst: 4

Avg. Time

26s

Who Converts, Who Doesn't

Per-segment completion rates, sorted by biggest opportunity first

The Confused Novice

1/10

4: Trust/friction barrier at 4

10%

The Enthusiast

14/15

4: Trust/friction barrier at 4

93.3%

The Pragmatist

7/13

4: Trust/friction barrier at 4

53.8%

The Privacy Guardian

0/1

4: Trust/friction barrier at 4

BLOCKED

The Skeptic

0/11

4: Trust/friction barrier at 4

BLOCKED

Flow Funnel

Screen-by-screen conversion rates, 50 personas entered

44%−28

Completed

44%

Segment Divergence

The same screen, dramatically different outcomes, this is what aggregate metrics hide

Critical Divergence

At 4, The Privacy Guardian users drop off at 100% while The Enthusiast users drop off at just 6.7%. That's a 93pp gap on the same screen.

The Confused Novice

The Enthusiast

The Pragmatist

The Privacy Guardian

The Skeptic

93pp spread

The Confused Novice

90%

The Enthusiast

6.7%

The Pragmatist

46.2%

The Privacy Guardian

100%

The Skeptic

100%

The Why, Persona Monologues

What users were thinking at the moment they decided to leave

, 28 voices

“

“The moment I see 'FREE tips' on the screen with the Crown logo and trust pillars: SEBI registration, 75+ years combined experience, 5 lakh+ users I know this is a lead-gen funnel. My professional judgment says no.”

28yo Senior Product Manager, Bengaluru, ₹220,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

“I see the screen with the Crown logo and trust pillars: SEBI registration, 75+ years combined experience, 5 lakh+ users and the alarm bells are already going off. '84.7% accuracy' — that's a fin-influencer number. I do real research. Closing.”

34yo Quantitative Researcher, Pune, ₹380,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

36yo Equity Research Analyst, Chennai, ₹240,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

“I see the screen with the Crown logo and trust pillars: SEBI registration, 75+ years combined experience, 5 lakh+ users and recognize the pattern: free tip → subscription trap. No time for this; my money is already allocated.”

38yo Marketing Manager, Gurugram, ₹250,000/mo

The PragmatistCalculated exit

Trust

6.2/10

Clarity

6.8/10

Value

6.7/10

“

29yo Chartered Accountant, Ahmedabad, ₹145,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

41yo Electronics Shop Owner, Indore, ₹95,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

“Stock advisory on the screen with the Crown logo and trust pillars: SEBI registration, 75+ years combined experience, 5 lakh+ users — my husband would ask why I'm gambling. I'll close before I get further. This is not for me.”

34yo Senior Secondary Teacher, Lucknow, ₹38,000/mo

The Privacy GuardianAnxious and withdrawn

Trust

4.2/10

Clarity

5.2/10

Value

3.7/10

“

39yo Civil Engineer, Nagpur, ₹78,000/mo

The PragmatistCalculated exit

Trust

6.2/10

Clarity

6.8/10

Value

6.7/10

“

37yo Section Officer, Kolkata, ₹92,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

“The screen with the crown logo and trust pillars: sebi registration, 75+ years combined experience, 5 lakh+ users is marketing noise. I don't need tips; I build my own models. Not engaging.”

36yo PSU Engineer, Bhubaneswar, ₹96,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

“'The screen with the crown logo and trust pillars: sebi registration, 75+ years combined experience, 5 lakh+ users' — I'm a Telegram-burned investor. The word 'free tips' is a PTSD trigger for me. Closing immediately.”

33yo Junior College Lecturer, Hubli, ₹35,000/mo

The PragmatistCalculated exit

Trust

6.2/10

Clarity

6.8/10

Value

6.7/10

“

“Hit the screen with the Crown logo and trust pillars: SEBI registration, 75+ years combined experience, 5 lakh+ users and it said my husband has to approve money transfers. He won't. Closing before I get in trouble.”

29yo HR Executive, Ranchi, ₹42,000/mo

The EnthusiastDisappointed but okay

Trust

7.9/10

Clarity

7.8/10

Value

8.4/10

“

“The screen with the crown logo and trust pillars: sebi registration, 75+ years combined experience, 5 lakh+ users is marketing noise. I don't need tips; I build my own models. Not engaging.”

31yo Branch Manager, Belgaum, ₹55,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

“Too many things on the screen with the Crown logo and trust pillars: SEBI registration, 75+ years combined experience, 5 lakh+ users and I don't know where to start. My wife said don't put money in anything without asking her. Closing.”

26yo State Govt Clerk, Raipur, ₹36,000/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

“

38yo Auto Mechanic, Aurangabad, ₹65,000/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

“

27yo Boutique Manager, Jodhpur, ₹30,000/mo

The PragmatistCalculated exit

Trust

6.2/10

Clarity

6.8/10

Value

6.7/10

“

“The screen with the crown logo and trust pillars: sebi registration, 75+ years combined experience, 5 lakh+ users is marketing noise. I don't need tips; I build my own models. Not engaging.”

31yo Assistant Manager, Warangal, ₹44,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

29yo Accountant, Rajkot, ₹38,000/mo

The PragmatistCalculated exit

Trust

6.2/10

Clarity

6.8/10

Value

6.7/10

“

“I can't read English very well and the screen with the Crown logo and trust pillars: SEBI registration, 75+ years combined experience, 5 lakh+ users has too much text. Not sure what I'm being asked to do.”

21yo BCom Student, Mumbai, ₹5,000/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

“

26yo Unknown, Bengaluru, ₹0/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

“

29yo Freelancer, Surat, ₹25,000/mo

The PragmatistCalculated exit

Trust

6.2/10

Clarity

6.8/10

Value

6.7/10

“

65yo Retired, Bhopal, ₹18,000/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

“

“The screen with the crown logo and trust pillars: sebi registration, 75+ years combined experience, 5 lakh+ users is marketing noise. I don't need tips; I build my own models. Not engaging.”

19yo B.Tech Student, Patna, ₹0/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

33yo Cab Driver, Delhi, ₹22,000/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

“

30yo Teacher, Lucknow, ₹40,000/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

“

55yo Farmer, Begusarai, ₹12,000/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

“

44yo Small Shop Owner, Varanasi, ₹35,000/mo

The SkepticValidated skepticism

Trust

3.9/10

Clarity

5.5/10

Value

4/10

“

22yo Unknown, Patna, ₹0/mo

The Confused NoviceConfused and cautious

Trust

5.9/10

Clarity

4.8/10

Value

5.7/10

Clustered Drop-Off Reasons

Root causes at each drop-off point, clustered from persona reasonings

Fix Recommendations

Ranked by impact and feasibility, build these first

high impactmedium feasibility4

Root cause: 84.7% accuracy claim perceived as fin-influencer bait with no methodology

Replace with a verified 3-year win-rate range and link to methodology

Affects: High-literacy Skeptics and Pragmatists+8-12% trust on first screen

medium impacthigh feasibility4

Root cause: SEBI registration and trust signals below the fold on smaller screens

Pin SEBI reg number and user count in the top 200px viewport across all device sizes

Affects: Pragmatists and cautious Moderates+5-7% completion