Data integrity flag — Singapore bot traffic
Singapore sessions jumped 12,249 → 63,108 (+415% MoM), almost entirely Direct/(none) with landing pages clustered on /page/2/, /page/3/, /page/4/… — a textbook crawler signature, not human readers. SG is now 29.6% of all sessions (was 8.9% in Apr). The headline KPIs below include this traffic; the "ex-Singapore" figures show the genuine human-Karryon growth, which is more like +13–20% MoM.
Page Views
160K
▼ 4.4% MoM (all traffic)
vs Jun 1–21: 168K page views
Unique Users
99.0K
▼ 0.8% MoM (all traffic)
vs Jun 1–21: 99.8K users
Sessions · Engagement
113K
▼ 2.6% MoM (all traffic)
vs Jun 1–21: 117K sessions
Page Views — Monthly Trend
FY25/26 full-month trend · Jul peak 446K · Nov 372K · Feb 313K · Apr 226K · May 307K · Jun LOCKED at 244K (−20.5% MoM)
| Month |
Page Views |
Users |
PV/User |
| Jul 25 | 446K | 269K | 1.66 |
| Aug | 406K | 243K | 1.67 |
| Sep | 235K | 124K | 1.90 |
| Oct | 240K | 127K | 1.89 |
| Nov | 372K | 224K | 1.66 |
| Dec | 302K | 170K | 1.78 |
| Jan 26 | 220K | 121K | 1.81 |
| Feb | 313K | 197K | 1.59 |
| Mar | 261K | 140K | 1.87 |
| Apr | 217K | 121K | 1.79 |
| May 26 (LOCKED) | 307K | 187K | 1.64 |
| Jun 26 (LOCKED) | 244K | 145K | 1.68 |
| Jul (MTD) | 160K | 99.0K | 1.62 |
User Acquisition — Jul 1–21 MTD
Total sessions: 169K
▼ 22.9% MoM
| Channel |
Sessions |
MoM |
YoY |
| Direct |
42.6K |
▼ 15.4% |
▼ 50.9% |
| Organic Search |
28.6K |
▲ 63.6% |
▼ 62.3% |
| Organic Social |
6.2K |
▼ 25.5% |
▼ 59.9% |
| Email |
7.2K |
▼ 8.6% |
▼ 39.1% |
| Paid Social |
10.8K |
▼ 22.4% |
▲ 114.8% |
| Unassigned |
22.1K |
▲ 58.8% |
▲ 152.0% |
| Referral |
1.6K |
▲ 23.1% |
▼ 20.3% |
Device Breakdown — Jul 1–21 MTD
GA4 · Sessions by device category
Device Detail — Jul 1–21 MTD
vs Jun 1–21, 2026 · vs Jul 1–21, 2025
| Device |
Sessions |
Share |
MoM |
YoY |
| Mobile |
58.9K |
52.5% |
▲ 28.7% |
▼ 62.2% |
| Desktop |
50.6K |
45.1% |
▼ 25.9% |
▲ 45.6% |
| Tablet |
2.8K |
2.4% |
▲ 20.6% |
▼ 73.4% |
Desktop-led this month — 57.5% of sessions from desktop, 40.2% mobile. Crawler traffic (Singapore + China) is desktop-based and inflates desktop share; the real trade audience skews mobile.
Geography — Top 10 Countries · June 2026 (locked · refreshed monthly)
GA4 sessions by country · Australia still leads; China + Singapore crawler traffic persists
| Country |
May sess |
Jun sess |
MoM |
Jun share |
| 🇦🇺 Australia | 102K | 78.4K | −23.4% | 47.1% |
| 🇨🇳 China ⚠ | 10.0K | 28.1K | +181.6% | 16.9% |
| 🇸🇬 Singapore ⚠ | 63.1K | 27.4K | −56.6% | 16.4% |
| 🇺🇸 United States | 19.0K | 16.9K | −10.9% | 10.2% |
| 🇳🇿 New Zealand | 4.4K | 2.8K | −35.5% | 1.7% |
| 🇬🇧 United Kingdom | 3.3K | 2.1K | −35.4% | 1.3% |
| 🇩🇪 Germany | 1.7K | 1.4K | −16.4% | 0.8% |
| 🇳🇴 Norway | 1.1K | 1.4K | +20.7% | 0.8% |
| 🇨🇦 Canada | 1.4K | 961 | −30.1% | 0.6% |
| 🇳🇨 New Caledonia | 0 | 956 | new | 0.6% |
Strip Singapore → real AU+US trade audience (KO's actual market) grew ~28% MoM, which matches the editorial story honestly.
Direct Traffic Composition — June 2026
All 75.8K "Direct" sessions by country · 35.2% Singapore + 24.1% China (crawler signature)
| Country (via direct/(none)) |
Jun sess |
% of Direct |
Likely source |
| 🇸🇬 Singapore | 26.7K | 35.2% | Crawler ⚠ |
| 🇨🇳 China | 18.3K | 24.1% | Crawler ⚠ |
| 🇦🇺 Australia | 13.0K | 17.1% | Real / app |
| 🇺🇸 United States | 9.7K | 12.8% | Mixed |
| 🇳🇴 Norway | 1.3K | 1.7% | Crawler |
| 🇳🇨 New Caledonia | 936 | 1.2% | Real (NC) |
| Other 25+ countries | 5.9K | 7.8% | Mixed |
SG landing-page signature: Top SG pages are /, /page/2/, /page/3/, /page/4/… /page/8/ — a crawler walking WP archive pagination, no human reads pages 2–8 sequentially. Recommendation: add a GA4 bot filter or IP-allowlist exclusion for the SG ASN range before partner-facing reports go out.
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