diff --git a/README.md b/README.md
index 4c841e1..e1ed0d9 100644
--- a/README.md
+++ b/README.md
@@ -176,6 +176,26 @@ make data-build
 - ✅ Full validation and transformation
 - ✅ Integrated confidence scoring
 
+#### CSV templates
+
+**Basic template (recommended starting point):**
+
+```csv
+id,city,provider,latitude,longitude,download,upload,latency,jitter,packet_loss,timestamp
+1,Your City Name,Your ISP Name,-23.5505,-46.6333,100.0,15.0,30.0,5.0,0.5,2026-01-15T10:00:00
+```
+
+**Complete template (example dataset):**
+
+```csv
+id,city,provider,latitude,longitude,download,upload,latency,jitter,packet_loss,timestamp
+1,São Paulo,Starlink,-23.5505,-46.6333,165.4,22.8,28.5,3.2,0.1,2026-01-15T10:30:00
+2,Belo Horizonte,Claro,-19.9167,-43.9345,92.1,15.3,38.7,6.5,0.8,2026-01-15T11:00:00
+3,Curitiba,Vivo,-25.4284,-49.2733,110.5,18.2,32.1,4.8,0.3,2026-01-15T11:30:00
+4,Porto Alegre,TIM,-30.0346,-51.2177,88.7,14.1,42.3,7.2,1.1,2026-01-15T12:00:00
+5,Manaus,Viasat,-3.1190,-60.0217,75.3,9.8,68.2,15.7,2.5,2026-01-15T12:30:00
+```
+
 See the [complete guide](docs/MANUAL_CSV_PIPELINE.md) for details.
 
 ## Roadmap (alto nível)