diff --git a/website/docs/usage/projects.mdx b/website/docs/usage/projects.mdx
index 2294eecac..a594a14f2 100644
--- a/website/docs/usage/projects.mdx
+++ b/website/docs/usage/projects.mdx
@@ -760,7 +760,10 @@ that are no longer relevant to you.
 
 ## Integrations {id="integrations"}
 
-### Data Version Control (DVC) {id="dvc"} <IntegrationLogo name="dvc" title="DVC" width={70} height="auto" align="right" />
+{<H3 id="dvc"> Data Version Control (DVC)
+
+<IntegrationLogo name="dvc" title="DVC" width={70} height="auto" align="right"/>
+</H3>}
 
 Data assets like training corpora or pretrained weights are at the core of any
 NLP project, but they're often difficult to manage: you can't just check them
@@ -822,7 +825,10 @@ workflows, but only one can be tracked by DVC.
 
 ---
 
-### Prodigy {id="prodigy"} <IntegrationLogo name="prodigy" width={100} height="auto" align="right" />
+{<H3 id="prodigy">Prodigy
+
+<IntegrationLogo name="prodigy" width={100} height="auto" align="right" />
+</H3>}
 
 [Prodigy](https://prodi.gy) is a modern annotation tool for creating training
 data for machine learning models, developed by us. It integrates with spaCy
@@ -928,7 +934,10 @@ improve performance.
 
 ---
 
-### Streamlit {id="streamlit"} <IntegrationLogo name="streamlit" width={150} height="auto" align="right" />
+{<H3 id="streamlit">Streamlit
+
+<IntegrationLogo name="streamlit" width={150} height="auto" align="right" />
+</H3>}
 
 [Streamlit](https://streamlit.io) is a Python framework for building interactive
 data apps. The [`spacy-streamlit`](https://github.com/explosion/spacy-streamlit)
@@ -987,7 +996,10 @@ https://github.com/explosion/projects/blob/v3/integrations/streamlit/scripts/vis
 
 ---
 
-### FastAPI {id="fastapi"} <IntegrationLogo name="fastapi" width={100} height="auto" align="right" />
+{<H3 id="fastapi">FastAPI
+
+<IntegrationLogo name="fastapi" width={100} height="auto" align="right" />
+</H3>}
 
 [FastAPI](https://fastapi.tiangolo.com/) is a modern high-performance framework
 for building REST APIs with Python, based on Python
@@ -1034,7 +1046,10 @@ https://github.com/explosion/projects/blob/v3/integrations/fastapi/scripts/main.
 
 ---
 
-### Weights & Biases {id="wandb"} <IntegrationLogo name="wandb" width={175} height="auto" align="right" />
+{<H3 id="wandb">Weights & Biases
+
+<IntegrationLogo name="wandb" width={175} height="auto" align="right" />
+</H3>}
 
 [Weights & Biases](https://www.wandb.com/) is a popular platform for experiment
 tracking. spaCy integrates with it out-of-the-box via the
@@ -1072,7 +1087,10 @@ logging the results.
 
 ---
 
-### Hugging Face Hub {id="huggingface_hub"} <IntegrationLogo name="huggingface_hub" width={175} height="auto" align="right" />
+{<H3 id="huggingface_hub">Hugging Face Hub
+
+<IntegrationLogo name="huggingface_hub" width={175} height="auto" align="right" />
+</H3>}
 
 The [Hugging Face Hub](https://huggingface.co/) lets you upload models and share
 them with others. It hosts models as Git-based repositories which are storage
diff --git a/website/src/remark.js b/website/src/remark.js
index 49be3f0a9..3d771c7e7 100644
--- a/website/src/remark.js
+++ b/website/src/remark.js
@@ -56,6 +56,11 @@ export const remarkComponents = {
     wrapper: ({ children }) => children,
     hr: Hr,
 
+    H2,
+    H3,
+    H4,
+    H5,
+
     Infobox,
     Table,
     Tr,