Traffic & demand
Reflection: market signals, traffic & organic search keywords
Deep-dive traffic snapshot for Reflection: estimated visits and ranks, monthly visit trend, geographic mix, channel mix, and—when available—a full table of top organic keywords (volume, CPC, estimated value). This page will grow with more third-party signals over time.
Market Signals & Traffic
Market signals
Branded search spiked significantly at launch but has dropped following replication controversies.
The model is currently in a 'show me' phase. While the concept of Reflection-Tuning is respected, the specific 70B release is viewed with caution by the professional AI community.
Traffic data
Snapshot month
Apr 2026
Estimated visits
60,118
Global rank
#558,373
Country rank
#194,042
Category rank
#3,498
Estimated Monthly Visits
Top Countries
Traffic Sources
Top search keywords
Organic demand signals from Similarweb: estimated volume, CPC, and indicative monthly value.
| Keyword | Volume | CPC | Monthly value |
|---|---|---|---|
| reflection ai | 31,820 | $4.79 | $26,220 |
| reflection ai careers | 960 | — | $770 |
| reflection | 61,170 | $2.00 | $680 |
| reflectionai | 600 | $4.93 | $440 |
| reflection ai code | 610 | — | $430 |
Data source: Similarweb • Updated 4 months ago