diff --git a/MANIFEST.in b/MANIFEST.in
index b8af874..92306c0 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,5 +1,9 @@
recursive-include graphblas_algorithms *.py
+prune docs
include setup.py
include README.md
include LICENSE
include MANIFEST.in
+docs/_static/img/logo-name-medium.png
+docs/_static/img/graphblas-vs-igraph.png
+docs/_static/img/graphblas-vs-networkx.png
diff --git a/README.md b/README.md
index 0136abe..b3aca8d 100644
--- a/README.md
+++ b/README.md
@@ -1,15 +1,29 @@
-# **GraphBLAS Algorithms**
-
+
+
[](https://anaconda.org/conda-forge/graphblas-algorithms)
[](https://pypi.python.org/pypi/graphblas-algorithms/)
+[](https://pypi.python.org/pypi/graphblas-algorithms/)
[](https://github.com/python-graphblas/graphblas-algorithms/blob/main/LICENSE)
+
[](https://github.com/python-graphblas/graphblas-algorithms/actions)
[](https://codecov.io/gh/python-graphblas/graphblas-algorithms)
[](https://doi.org/10.5281/zenodo.7329185)
[](https://discord.com/invite/vur45CbwMz)
-GraphBLAS algorithms written in Python with [Python-graphblas](https://python-graphblas.readthedocs.io/en/latest/). We are trying to target the NetworkX API algorithms where possible.
+`graphblas-algorithms` is a collection of GraphBLAS algorithms written using
+[`python-graphblas`](https://python-graphblas.readthedocs.io/en/latest/).
+It may be used directly or as an experimental
+[backend to NetworkX](https://networkx.org/documentation/stable/reference/classes/index.html#backends).
+
+Why use GraphBLAS Algorithms? Because it is *fast*, *flexible*, and *familiar* by using the NetworkX API.
+
+Are we missing any [algorithms](#Plugin-Algorithms) that you want?
+[Please let us know!](https://github.com/python-graphblas/graphblas-algorithms/issues)
+
+
+
+
### Installation
```
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@@ -0,0 +1 @@
+