diff --git a/CHANGELOG.md b/CHANGELOG.md
index cb54cd50..7373107a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -40,6 +40,10 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - Model direct PV-to-load consumption probabilistically from the bundled conditional minute-load
   table. The expected direct flow is used consistently for PV bypass, residual load, battery
   charging, and grid export on hourly and 15-minute optimization grids.
+- Add a dynamic `FeedInTariffEnergyCharts` forecast for direct marketing. Published Energy-Charts
+  day-ahead market prices are retained at their native hourly or quarter-hourly resolution and
+  missing slots at the end of the optimization horizon are extended with weekly or daily seasonal
+  ETS forecasts. A median fallback is used when the available history is too short for ETS.
 
 ## 0.3.0 (2026-03-17)
 
diff --git a/docs/akkudoktoreos/prediction.md b/docs/akkudoktoreos/prediction.md
index 3fb6befc..509b4985 100644
--- a/docs/akkudoktoreos/prediction.md
+++ b/docs/akkudoktoreos/prediction.md
@@ -233,7 +233,8 @@ Configuration options:
 
 The `FeedInTariffEnergyCharts` provider uses the raw Energy-Charts day-ahead market price as the
 feed-in tariff. It stores prices in `feed_in_tariff_wh` without adding electricity import charges
-or VAT. The native Energy-Charts resolution, including quarter-hour data, is retained.
+or VAT. The data is loaded from the Energy-Charts `/price` endpoint for the configured bidding
+zone. The native Energy-Charts resolution, including quarter-hour data, is retained.
 
 Energy-Charts usually supplies prices only for the published day-ahead period. If that data does
 not cover the complete configured prediction horizon, the provider extends it as follows:
@@ -245,13 +246,20 @@ not cover the complete configured prediction horizon, the provider extends it as
 
 The seasonal periods are adjusted to the source resolution. For example, quarter-hour data uses
 four values per hour. Values already supplied by Energy-Charts are kept unchanged; only missing
-future slots after the last published price are forecast.
+future slots after the last published price are forecast. Consequently, a 15-minute optimization
+uses four forecast values per hour without converting them to hourly averages.
+
+When direct marketing is enabled, this feed-in-tariff series is passed to the optimizer separately
+from the electricity purchase-price series. The successful Energy-Charts path therefore does not
+derive the feed-in tariff by subtracting taxes, grid fees, or other charges from an end-customer
+electricity price.
 
 Example configuration:
 
 ```json
 {
   "feedintariff": {
+    "direct_marketing_enabled": true,
     "provider": "FeedInTariffEnergyCharts",
     "provider_settings": {
       "FeedInTariffEnergyCharts": {