docs: sync README delivery wording for full dataset access

README.md

@@ -70,7 +70,9 @@ dataset_info:
 [![Format](https://img.shields.io/badge/Format-JSON%20%2B%20Parquet-orange)](https://ethno-api.com)
 [![HuggingFace](https://img.shields.io/badge/%F0%9F%A4%97%20HuggingFace-Dataset-yellow)](https://huggingface.co/datasets/wirthal1990-tech/USDA-Phytochemical-Database-JSON)
 
-[**Free 400-Row Sample ↓**](#quickstart) · [**Single Entity €699 →**](https://buy.stripe.com/00w6oGgFh58v6Toeqsebu02) · [**Team €1.349 →**](https://buy.stripe.com/dRm7sK9cP1Wj0v06Y0ebu03) · [**Enterprise €1.699 →**](https://buy.stripe.com/dRm28q0Gj1WjdhM6Y0ebu04)
+[**Free 400-Row Sample ↓**](#quickstart) · [**Single Entity €699 →**](https://buy.stripe.com/00w6oGgFh58v6Toeqsebu02?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03) · [**Team €1.349 →**](https://buy.stripe.com/dRm7sK9cP1Wj0v06Y0ebu03?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03) · [**Enterprise €1.699 →**](https://buy.stripe.com/dRm28q0Gj1WjdhM6Y0ebu04?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03)
+
+> **Enrichment status (March 2026):** All four enrichment layers (PubMed, ClinicalTrials.gov, ChEMBL, PatentsView) are **complete and final**. The free 400-row sample contains real enrichment values.
 
 </div>
 
@@ -101,9 +103,9 @@ dataset_info:
 
 | Tier | Price | Includes | Purchase |
 |------|-------|----------|----------|
-| **Single Entity** | **€699** netto | JSON + Parquet + SHA-256 Manifest. 1 juristische Person, interne Nutzung. Perpetual license. | [**Buy Now →**](https://buy.stripe.com/00w6oGgFh58v6Toeqsebu02) |
-| **Team** | **€1.349** netto | Alles aus Single + `duckdb_queries.sql` (20 Queries, 5 Kategorien) + `compound_priority_score.py` + 4 Pre-computed Views (Top-500 nach PubMed, Trials, Patent-Dichte, Anti-Inflammatory Panel). Unbegrenzte interne Nutzer einer juristischen Person. | [**Buy Now →**](https://buy.stripe.com/dRm7sK9cP1Wj0v06Y0ebu03) |
-| **Enterprise** | **€1.699** netto | Alles aus Team + `snowflake_load.sql` + `chromadb_ingest.py` + `pinecone_ingest.py` + `embedding_guide.md` (ClinicalBERT, RAG-Pipelines) + Compound Opportunity Matrix + Clinical Pipeline Gaps CSV + Pre-chunked RAG JSONL. Multi-Entity / Konzernnutzung, interne Produktintegration erlaubt. | [**Buy Now →**](https://buy.stripe.com/dRm28q0Gj1WjdhM6Y0ebu04) |
+| **Single Entity** | **€699** netto | JSON + Parquet + SHA-256 Manifest. 1 juristische Person, interne Nutzung. Perpetual license. | [**Buy Now →**](https://buy.stripe.com/00w6oGgFh58v6Toeqsebu02?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03) |
+| **Team** | **€1.349** netto | Alles aus Single + `duckdb_queries.sql` (20 Queries, 5 Kategorien) + `compound_priority_score.py` + 4 Pre-computed Views (Top-500 nach PubMed, Trials, Patent-Dichte, Anti-Inflammatory Panel). Unbegrenzte interne Nutzer einer juristischen Person. | [**Buy Now →**](https://buy.stripe.com/dRm7sK9cP1Wj0v06Y0ebu03?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03) |
+| **Enterprise** | **€1.699** netto | Alles aus Team + `snowflake_load.sql` + `chromadb_ingest.py` + `pinecone_ingest.py` + `embedding_guide.md` (ClinicalBERT, RAG-Pipelines) + Compound Opportunity Matrix + Clinical Pipeline Gaps CSV + Pre-chunked RAG JSONL. Multi-Entity / Konzernnutzung, interne Produktintegration erlaubt. | [**Buy Now →**](https://buy.stripe.com/dRm28q0Gj1WjdhM6Y0ebu04?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03) |
 
 > Gemäß § 19 UStG wird keine Umsatzsteuer berechnet. Alle Preise netto. One-time purchase — keine Subscription, keine wiederkehrenden Kosten.
 
@@ -123,7 +125,7 @@ Normalising and cross-referencing 24,771 phytochemicals against four authoritati
 | QA, assertions, null-count validation | 6h | $510 |
 | **Total** | **48–60h** | **~$4,080–$5,100** |
 
-**This dataset: €699 one-time. No subscription. No API calls. Instant download.**
+**This dataset: €699 one-time. No subscription. No API calls. Full dataset delivered via email within 24h after purchase. See ethno-api.com.**
 
 ## Why This Dataset Exists
 
@@ -146,6 +148,8 @@ df.head()
 
 ### PyArrow — Parquet (full dataset, after purchase)
 
+Full dataset delivered via email within 24h after purchase. See ethno-api.com.
+
 ```python
 import pyarrow.parquet as pq
 
@@ -199,21 +203,18 @@ Below is a real record from the dataset — QUERCETIN, one of the most-studied p
 ```json
 {
   "chemical": "QUERCETIN",
-  "plant_species": "Abelmoschus esculentus",
+  "plant_species": "Drimys winteri",
   "application": "5-Lipoxygenase-Inhibitor",
   "dosage": "IC50 (uM)=4",
   "pubmed_mentions_2026": 31310,
-  "clinical_trials_count_2026": 847,
-  "chembl_bioactivity_count": 4231,
-  "patent_count_since_2020": 312
+  "clinical_trials_count_2026": 81,
+  "chembl_bioactivity_count": 2871,
+  "patent_count_since_2020": 73
 }
 ```
 
 All 8 fields are populated for all 104,388 records in the full dataset.
-The free 400-row sample contains real values for `pubmed_mentions_2026`; the
-three enrichment fields (`clinical_trials_count_2026`, `chembl_bioactivity_count`,
-`patent_count_since_2020`) contain representative placeholder values pending
-completion of the full enrichment run.
+The free 400-row sample contains real, final enrichment values across all four layers.
 
 ## File Manifest
 
@@ -258,15 +259,14 @@ All enrichment scripts are deterministic, checkpoint-resumable, and respect API
 | v1.0 | 104,388 | 5 columns (USDA baseline) | Deprecated |
 | **v2.0** | **104,388** | **8 columns (+ PubMed, ClinicalTrials, ChEMBL, Patents)** | **Current** |
 
-The free sample (`ethno_sample_400.json`) uses the v2.0 schema.
-Enrichment fields contain representative values pending completion of the full enrichment pipeline.
+The free sample (`ethno_sample_400.json`) uses the v2.0 schema with final enrichment values across all four layers.
 
 ## License & Commercial Access
 
 - **Free 400-row sample**: [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) — use for evaluation, academic research, and prototyping.
-- **Single Entity License — €699** one-time: [**Buy →**](https://buy.stripe.com/00w6oGgFh58v6Toeqsebu02) — 1 legal entity, internal use, perpetual. No redistribution.
-- **Team License — €1.349** one-time: [**Buy →**](https://buy.stripe.com/dRm7sK9cP1Wj0v06Y0ebu03) — all employees of 1 legal entity, unlimited internal users, includes analytics toolkit.
-- **Enterprise License — €1.699** one-time: [**Buy →**](https://buy.stripe.com/dRm28q0Gj1WjdhM6Y0ebu04) — multi-entity / group use, internal product integration rights, full RAG integration toolkit.
+- **Single Entity License — €699** one-time: [**Buy →**](https://buy.stripe.com/00w6oGgFh58v6Toeqsebu02?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03) — 1 legal entity, internal use, perpetual. No redistribution.
+- **Team License — €1.349** one-time: [**Buy →**](https://buy.stripe.com/dRm7sK9cP1Wj0v06Y0ebu03?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03) — all employees of 1 legal entity, unlimited internal users, includes analytics toolkit.
+- **Enterprise License — €1.699** one-time: [**Buy →**](https://buy.stripe.com/dRm28q0Gj1WjdhM6Y0ebu04?utm_source=github&utm_medium=readme&utm_campaign=launch_2026_03) — multi-entity / group use, internal product integration rights, full RAG integration toolkit.
 
 > Gemäß § 19 UStG wird keine Umsatzsteuer berechnet.