Additional Analysis: CA→BK Conversion Analysis

Data Period: Past 30 days (2026/05/09–2026/06/08) | Generated: 2026/06/08
Meta Ads Platform Quality + Amplitude CA→BK Funnel
SECTION 1Meta Ads: APP Direct vs WEB&APP Quality Comparison
Data Period: 2026/06/01–2026/06/08
Source: Meta Ads Manager CSV
Main comparison: APP Direct CP vs WEB&APP CP | Source: Meta Ads Manager CSV
Metric APP Direct CP WEB&APP CP
Cost¥351,772¥636,253
Impressions178,242348,009
Clicks2,88713,783
Install50914
CPI¥691¥45,447
Registration42656
Install→Reg CVR83.7%
ContentView (CV)1,028354
Install→CV Rate202%
CPR¥826¥11,362
CPCV¥342¥1,797
Purchase00
Quality Ratio (CPCV basis)

Previous (late April): 7x difference → Current: 5.3x difference (CPCV basis). Gap is narrowing but APP Direct remains superior. APP Direct CPCV ¥342 vs WEB&APP ¥1,797.

WEB&APP Breakdown by Optimization Target
Optimization Target Cost Install Reg CV Purchase
Create Account opt ¥310,31411501820
Purchase opt ¥264,20436640
Retargeting ¥61,735001080
Source: Meta Ads Manager CSV
SECTION 2Amplitude: CA→BK Funnel & Platform Quality
Data Period: Past 30 days (2026/05/09–2026/06/08)
Source: Amplitude
Overall Funnel (30-day cumulative)
Funnel Step Users Step CVR
Complete Create Account (CA)651
View Home61394.2%
View Tour Detail Page (VTD)36556.1%
Tap Booking8312.7%
Tap Confirmation Booking142.2%
Complete Booking (CB)111.7%
Platform Comparison (iOS / Web / Android)
Step iOS Web Android
Complete Create Account (CA)31443294
View Tour Detail (VTD) 203 (64.6%) 11 (25.6%) 159 (54.1%)
Tap Booking 52 (25.6%) 1 (9.1%) 30 (18.9%)
Complete Booking (CB) 10 0 1
CA→CB CVR 3.18% 0% 0.34%
Bottleneck #1

View Tour Detail → Tap Booking: 22.7% conversion. The largest single drop in the funnel.

Android UX Issue

Android: Tap BK → Complete BK = 3.3%. Possible UX friction in the payment/confirmation flow.

Web CA = 0 Bookings

Web CA (43 users) resulted in 0 Complete Bookings. Web-acquired CAs are not converting to bookings.

iOS vs Android Gap

iOS CVR 3.18% vs Android 0.34% = 9.4x difference. Platform quality gap is extremely large.

Source: Amplitude | Past 30 days (2026/05/09–2026/06/08)
SECTION 3Insights
Factual findings based on the data above. No action proposals.
1.

CA-optimized ads acquire users with a 1.7% CA→BK conversion rate. The funnel decays significantly at two stages: CA→VTD (56%) and VTD→Tap BK (23%).

2.

APP Direct CP CPCV ¥342 vs WEB&APP CP ¥1,797. APP is 5.3x more cost-efficient (down from 7x in late April — gap is narrowing but APP advantage continues).

3.

iOS CA→BK CVR 3.18% vs Android 0.34% vs Web 0%. The quality gap between platforms is extreme.

4.

WEB&APP CP Purchase optimization is still learning (CV 64, Purchase 0). CA optimization generates Reg/CV volume but zero BK.

5.

Purchase = 0 across all campaigns. No direct ad→BK conversion has occurred yet.