diff --git a/README.md b/README.md
index 705b283665..d9da9c3aad 100644
--- a/README.md
+++ b/README.md
@@ -86,7 +86,7 @@ Also, we invite you to join our [Slack](https://join.slack.com/t/weaviate/shared
You can also say hi to us below:
- [Twitter](https://twitter.com/weaviate_io)
-- [LinkedIn](https://www.linkedin.com/company/semi-technologies)
+- [LinkedIn](https://www.linkedin.com/company/weaviate-io)
Or connect to us via:
- [Stack Overflow for questions](https://stackoverflow.com/questions/tagged/weaviate)
@@ -124,7 +124,7 @@ You can also use its GraphQL API to retrieve objects and properties.
### GraphQL interface demo
-
+
Weaviate GraphQL demo on news article dataset containing: Transformers module, GraphQL usage, semantic search, _additional{} features, Q&A, and Aggregate{} function. You can the demo on this dataset in the GUI here: semantic search, Q&A, Aggregate.