TOMOGO! Creative Analysis & Production Guidelines

Data-Driven Creative Evaluation: From CPI to AppCV Rate
2026-04-28 | Distribution: Josh, Olex, Peter, Sunakawa, Kawamoto
Meta Ads Creative Performance Review

Table of Contents

  1. Evaluation Framework Shift — AppCV Rate, Not CPI
  2. Creative Tier Classification (S / A / B / C)
  3. Placement Performance Analysis
  4. S-Tier Success Factor Analysis
  5. Campaign Objective Quality Gap
  6. SegA/B/C Organic Post Boost Analysis
  7. Placement Production Guidelines
  8. New Creative Brief — 5 Priority Concepts

1. Evaluation Framework Shift — AppCV Rate, Not CPI

Core Insight
"Cheap CPI does not equal good creative." A low cost-per-install only means efficient reach — it says nothing about whether that install converts into a paying customer. We must evaluate creatives by AppCV Rate (in-app conversion rate post-install).
LOST Brenden
CPI: ¥489 (cheapest)
Installs: 4,152
Purchases: 3
AppCV Rate: 0.07%
VS
Yanaka Tour Ad
CPI: ¥2,168 (4.4x higher)
Installs: 977
Purchases: 18
AppCV Rate: 1.84%
Bottom Line
Yanaka costs 4.4x more per install but generates 6x more bookings. When evaluated by revenue contribution, Yanaka is the superior creative by a wide margin.

Evaluation Metrics — Priority Table

Metric Definition Importance Why It Matters
AppCV Rate (Purchase/Install) Purchases / Installs CRITICAL Direct revenue signal; only metric tied to bookings
In-App Event/Install Index Normalized conversion index (100 = average) CRITICAL Allows cross-creative comparison regardless of spend level
Cart/Install Rate Add-to-Cart / Installs HIGH Leading indicator of purchase intent
Purchase Volume Absolute number of purchases HIGH Validates statistical significance of CV rate
CPI (Cost per Install) Spend / Installs MEDIUM Efficiency metric but misleading alone
CTR (Click-Through Rate) Clicks / Impressions LOW Top-funnel only; no correlation with conversions

2. Creative Tier Classification

All active creatives ranked by In-App Event/Install Index (100 = campaign average). Tiers determined by conversion efficiency relative to the mean.

S S-Tier — In-App Event/Install 300%+  (3 Creatives)
Creative In-App Event/Install Cart/I Purchases Campaign Placement Mix
Secret Tokyo Rin 2 HP 437% 12.7% 7 WEB Conv Reels 44% Feed 41% Stories 13%
August Tokyo HP 429% 2 WEB Conv Reels 44% Feed 41% Stories 13%
Shinjuku Backstreets Rin 1 420% 12.6% 9 WEB Conv Reels 44% Feed 41% Stories 13%
S-Tier Pattern
All S-Tier creatives run under WEB Conv campaign with Reels-dominant delivery (44%). Tour-specific content featuring real tour leaders consistently outperforms generic brand ads.
A A-Tier — In-App Event/Install 150–300%  (7 Creatives)
Creative In-App Event/Install Cart/I Purchases Campaign Note
Yanaka Tour Ad 185% 18 WEB Conv Highest absolute purchase volume in tier
August Tokyo (variant B) 159% 22 WEB Conv Highest absolute purchase volume overall
+ 5 additional creatives in this tier
A-Tier Insight
A-Tier creatives are the volume workhorses. Yanaka (18 purchases) and August Tokyo variant B (22 purchases) drive the most absolute bookings. These should receive increased budget allocation while S-Tier creatives are scaled with caution to avoid audience fatigue.
B B-Tier — In-App Event/Install 80–150%  (7 Creatives)

Average-performing creatives near the campaign mean. Not candidates for scaling but can continue running to maintain audience breadth. Monitor for decline and refresh quarterly.

C C-Tier — In-App Event/Install <80%  (5 Creatives)
Creative In-App Event/Install CPI Purchases Issue
LOST Brenden 71% ¥489 3 Cheapest CPI but 0.07% AppCV — attracts low-intent users
+ 4 additional creatives below threshold
Action Required
C-Tier creatives should be paused or rebuilt. They consume budget without generating meaningful revenue. LOST Brenden specifically inflates install counts while producing near-zero conversions.

3. Placement Performance Analysis

WEB Purchase Day CPC Comparison

CPC on high-booking days vs. average days (WEB Conv campaign):

Stories CPC
¥52 → ¥37
-29% on high-booking days
Reels CPC
¥132 → ¥92
-30% on high-booking days
Feed CPC
¥139 → ¥147
+6% on high-booking days
Key Finding
High-booking days show 30% cheaper CPC on Stories and Reels, indicating stronger user engagement on these placements when purchase intent is high. Feed CPC remains flat or slightly increases, suggesting Feed acts as an informational touchpoint rather than a direct conversion driver.
S-Tier Placement Distribution
Despite Stories having the cheapest CPC, S-Tier creatives are Reels-dominant (44%), not Stories-dominant. This indicates that Reels drives higher-quality engagement even at a higher CPC. Stories is cheap but should be viewed as a frequency-builder, not the primary conversion placement.

4. S-Tier Success Factor Analysis

5 Common Traits of S-Tier Creatives

# Success Factor S-Tier C-Tier
1 Campaign Type WEB Conv (purchase-optimized) Mixed / APP_INSTALLS
2 Destination Homepage (HP) landing App Store direct
3 Content Theme Tour-specific (named experience) Generic brand awareness
4 Talent Tour leader featured prominently No specific person / generic
5 Primary Placement Reels + Feed delivery No clear placement strategy
Production Rule
Every new creative must check all 5 boxes: (1) WEB Conv campaign, (2) HP destination, (3) specific tour name, (4) tour leader on-screen, (5) Reels-first format. Deviating from this formula requires explicit approval and a test budget cap.

5. Campaign Objective Quality Gap

OUTCOME_SALES
In-App Event/Install Index: 171%
Purchases: 50
Optimizes for purchase events
VS
APP_INSTALLS
In-App Event/Install Index: 97%
Purchases: 27
Optimizes for install volume
Implication
OUTCOME_SALES campaigns deliver 76% higher conversion efficiency and 85% more purchases than APP_INSTALLS campaigns. The algorithm targets higher-intent users when optimized for purchase events. All new creative tests should default to OUTCOME_SALES objective.

6. SegA/B/C — Organic Post Boost Analysis

What is SegA/B/C?
Audience segments used for boosting organic Instagram posts: SegA (past visitors/engagers), SegB (lookalike audiences), SegC (broad interest targeting). These run as low-budget re-engagement campaigns.
UENO Bar Hopping (SegA)
3,400%
In-App Event/Install Index from 1 install
Metric Strength Limitation
Re-engagement Highly effective — reaches warm audiences
New Acquisition Not suitable — tiny install volume, inflated In-App Event/Install
Statistical Reliability Sample too small (1–3 installs) for conclusions
Recommendation
Use SegA boosts as a low-cost re-engagement layer for past visitors and app-open users. Do not use SegA/B/C metrics to evaluate creative quality — the sample sizes are too small. Keep these campaigns separate from creative performance analysis.

7. Placement Production Guidelines

Each placement has distinct user behavior. Creatives must be natively designed per placement, not resized from a single master.

Reels (Target Share: 40–50%) Target CPC: ¥70–90
SpecRequirement
Format9:16 vertical, 15–30 seconds
Editing StyleMusic-synced fast cuts (2–3 sec per scene)
Color ToneWarm tones, high saturation, night-life friendly
ApproachEntertainment-first — feel like organic content, not an ad
HookMust grab attention in first 1.5 seconds (text overlay + motion)
AudioTrending audio or custom beat; dialogue optional but subtitled
CTASoft CTA at end ("Link in bio" / "Book now" overlay)
Feed (Target Share: 30–40%) Target CPC: ¥100–170
SpecRequirement
Format1:1 or 4:5, static image or carousel (3–5 cards)
Content DensityInformation-rich — tour details, pricing, schedule visible
RecommendedCarousel format preferred (swipeable tour highlights)
First FrameScroll-stopper required — bold text overlay + hero image
TypographyUrbanist Bold for headlines; clear contrast on images
CTAExplicit CTA button text ("Book This Tour" / "See Dates")
Stories (Target Share: 15–20%) Target CPC: ¥30–50
SpecRequirement
Format9:16 vertical, 5–15 seconds
StyleUGC-style — raw, authentic, phone-shot aesthetic
Text OverlaysRequired — 80%+ of Stories viewers watch without sound
HookCuriosity hooks — questions, countdowns, "Did you know..."
Swipe-UpClear swipe-up prompt with benefit statement
FrequencyRotate creatives every 5–7 days to avoid fatigue

8. New Creative Brief — 5 Priority Concepts

Common Specs (Apply to All 5 Concepts)
Font: Urbanist  |  Colors: Blue #4B5DFF, Orange #FC821F, Dark #313131  |  Tagline: "Enjoy as a Local"
Hook Variations: Produce 3 hook variations per concept  |  Subtitles: Required on all video content
Destination: Homepage (HP)  |  Campaign: WEB Conv (OUTCOME_SALES)
1
Secret Tokyo Night Tour — Rin Series Expansion
Reels 9:16
Priority
P1 — URGENT
Priority
2026-05-05
Format
Reels 9:16, 20–25 seconds, music-synced cuts
Tour to Feature
Secret Tokyo Night Tour (Rin as guide)
Visual Direction
Neon-lit alleyways, izakaya interiors, Rin leading a small group through hidden spots. Warm color grading, cinematic handheld movement. Night atmosphere is key — capture the "secret" feeling.
Hook Text (3 variations)
"Tokyo has a side tourists never see..." / "Follow Rin into secret Tokyo..." / "This alley isn't on any map..."
Body Copy
Discover hidden izakayas, backstreet bars, and local favorites with a Tokyo insider. Small groups only — this isn't a tourist bus tour.
CTA
"Book Your Secret Night →" / "Join Rin's Next Tour →"
Reference Creative
Based on: Secret Tokyo Rin 2 HP (S-Tier, 437% In-App Event/Install) and Shinjuku Backstreets Rin 1 (S-Tier, 420% In-App Event/Install). Expand the Rin series with fresh locations while maintaining the same intimate, night-tour energy.
2
Yanaka Walking Tour — Daytime Culture Series
Carousel + Reels
Priority
P1 — URGENT
Priority
2026-05-05
Format
Feed Carousel (5 cards, 4:5) + Reels adaptation (9:16, 20 sec)
Tour to Feature
Yanaka Walking Tour
Visual Direction
Sunlit traditional streets, temple gates, cat statues, street-food close-ups, local shopkeepers interacting with guests. Bright and inviting — contrast with night-tour darkness. Emphasize the "old Tokyo" aesthetic.
Hook Text (3 variations)
"Old Tokyo still exists — if you know where to look" / "Skip Shibuya. Walk Yanaka." / "The most beautiful neighborhood tourists miss..."
Body Copy
Wander through Yanaka's centuries-old streets with a local guide. Temples, street food, artisan shops — experience Tokyo as residents do, not as tourists.
CTA
"Walk Old Tokyo →" / "Book the Yanaka Tour →"
Reference Creative
Based on: Yanaka Tour Ad (A-Tier, 185% In-App Event/Install, 18 purchases — highest volume in tier). This tour has proven demand; the creative refresh should boost CV rate further.
3
August Tokyo Food & Nightlife Mashup
Reels 9:16
Priority
P2 — HIGH
Priority
2026-05-12
Format
Reels 9:16, 25–30 seconds, fast-paced montage
Tour to Feature
August Tokyo Experience (food + nightlife combo)
Visual Direction
Sizzling yakitori close-ups, highball glasses clinking, neon reflections on wet streets, laughing group at a standing bar. Energy and warmth — make viewers feel FOMO. Transition from golden hour to full night.
Hook Text (3 variations)
"Your best Tokyo night starts here..." / "Eat, drink, explore — like a local" / "This is what Tokyo nights actually look like..."
Body Copy
From hidden food stalls to rooftop bars — experience Tokyo's food and nightlife scene with someone who actually lives here. No tourist traps. Just the real thing.
CTA
"Experience Tokyo Nights →" / "Book Your Night Out →"
Reference Creative
Based on: August Tokyo HP (S-Tier, 429% In-App Event/Install) and August Tokyo variant B (A-Tier, 159% In-App Event/Install, 22 purchases). Combine the high CV rate of the S-Tier version with the volume-driving approach of variant B.
4
Tour Leader Spotlight — "Meet Your Guide" Series
Stories + Reels
Priority
P3 — STANDARD
Priority
2026-05-19
Format
Stories series (3 slides, 9:16, UGC-style) + Reels adaptation (15 sec)
Tour to Feature
Multiple tours (rotate guides: Rin, Josh, others)
Visual Direction
Phone-shot selfie style. Guide introduces themselves casually, shows their favorite spot, invites viewers to join. Raw and authentic — no professional lighting. Human connection is the selling point.
Hook Text (3 variations)
"Hi, I'm Rin — I'll show you MY Tokyo" / "Your Tokyo guide is waiting..." / "Meet the person behind your best Tokyo memory"
Body Copy
Our guides aren't tour operators — they're locals who love sharing their city. Meet them before you book, and discover why our tours feel like hanging out with a friend.
CTA
"Meet Your Guide →" / "See Rin's Tours →"
Reference Creative
New concept leveraging S-Tier insight #4 (tour leader featured). All top-performing creatives feature a named guide. This series makes the guide the hero, building personal connection and trust before the booking decision.
5
Social Proof Testimonial — "After the Tour" Reviews
Feed + Stories
Priority
P3 — STANDARD
Priority
2026-05-19
Format
Feed carousel (4 cards: quote + photo pairs) + Stories adaptation (3 slides)
Tour to Feature
Top 3 tours by review score (rotate monthly)
Visual Direction
Real guest photos (with permission) overlaid with their review quotes. Clean white background with TOMOGO blue accents. Star ratings visible. Mix candid tour moments with polished quote cards.
Hook Text (3 variations)
"What they said after the tour..." / "Real reviews. Real people. Real Tokyo." / "4.9 stars — here's why..."
Body Copy
Don't take our word for it — hear from the 5,000+ travelers who explored Tokyo with TOMOGO. Real experiences, real stories, real memories.
CTA
"Read More Reviews →" / "Book the #1 Rated Tour →"
Reference Creative
New concept for mid-funnel conversion. Targets users who have seen awareness ads but haven't booked. Social proof reduces hesitation and builds trust. Should be tested alongside retargeting audiences (SegA).