According to AlphaMoat, in September 2026 Flower Labs (flower.ai) received 75,763 monthly visits (+37.1% MoM) — ranked #4,127 of 18,174 AI websites with traffic data, and #607 of 2,483 in General AI; its largest market is United States (55.8% of visits).
What is Flower Labs
Flower Labs, headquartered in Hamburg, provides developers a framework for putting federated learning into machine-learning projects.
- 01Wraps communication and aggregation for distributed training
- 02Collaborative model training without centralizing data
- 03Balances privacy and scalability
12-Month Traffic Trend
| Month | Monthly visits | MoM |
|---|---|---|
| 2026-06 | 69.7K | — |
| 2026-07 | 64.6K | -7.4% |
| 2026-08 | 55.2K | -14.4% |
| 2026-09 | 75.8K | +37.1% |
Visits by Country · Top 5
Popular in General AI
A general AI assistant for questions, creation, research, and coding
+ Compare
A multimodal assistant connected to search, files, and Google services
+ Compare
An intelligent assistant for writing, research, file analysis, and coding
+ Compare
A general AI platform spanning model research, free chat, and open APIs
+ Compare
An AI assistant combining real-time search, deep research, and media creation
+ Compare
FAQ
How many monthly visits does Flower Labs get?
According to AlphaMoat, Flower Labs (flower.ai) received 75,763 visits (about 75.8K) in September 2026 (+37.1% month over month), ranking #4,127 of 18,174 AI websites with traffic data, and #607 in General AI.
Where do Flower Labs’s visitors come from?
In September 2026, Flower Labs’s largest markets by share of visits are United States 55.8%, Germany 7.2%, Italy 5.8%.
What are some alternatives to Flower Labs?
In General AI, the other products with the most monthly visits are ChatGPT (5.9B), Gemini (2.6B), Claude (1.0B), DeepSeek (357.4M), Grok (205.5M).
Data month: 2026-09 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.