diff --git a/DifferentiationInterface/README.md b/DifferentiationInterface/README.md
index bd25d1293..585f1c9f5 100644
--- a/DifferentiationInterface/README.md
+++ b/DifferentiationInterface/README.md
@@ -2,16 +2,13 @@
 
 # DifferentiationInterface
 
-[![Build Status](https://github.com/JuliaDiff/DifferentiationInterface.jl/actions/workflows/Test.yml/badge.svg?branch=main)](https://github.com/JuliaDiff/DifferentiationInterface.jl/actions/workflows/Test.yml?query=branch%3Amain)
-[![Coverage](https://codecov.io/gh/JuliaDiff/DifferentiationInterface.jl/branch/main/graph/badge.svg?flag=DI)](https://app.codecov.io/gh/JuliaDiff/DifferentiationInterface.jl)
-[![code style: runic](https://img.shields.io/badge/code_style-%E1%9A%B1%E1%9A%A2%E1%9A%BE%E1%9B%81%E1%9A%B2-black)](https://github.com/fredrikekre/Runic.jl)
-[![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor%27s%20Guide-blueviolet)](https://github.com/SciML/ColPrac)
-[![DOI](https://zenodo.org/badge/740973714.svg)](https://zenodo.org/doi/10.5281/zenodo.11092033)
-
-|           Package            |                                                                                                                                                 Docs                                                                                                                                                 |
-| :--------------------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
-|   DifferentiationInterface   |   [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterface/stable/)     [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterface/dev/)   |
-| DifferentiationInterfaceTest | [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterfaceTest/stable/) [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterfaceTest/dev/) |
+| Category | Badges |
+|---|---|
+| Build status | [![Tests](https://github.com/JuliaDiff/DifferentiationInterface.jl/actions/workflows/Test.yml/badge.svg?branch=main)](https://github.com/JuliaDiff/DifferentiationInterface.jl/actions/workflows/Test.yml?query=branch%3Amain) [![Coverage](https://codecov.io/gh/JuliaDiff/DifferentiationInterface.jl/branch/main/graph/badge.svg?flag=DI)](https://app.codecov.io/gh/JuliaDiff/DifferentiationInterface.jl) |
+| Documentation | [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterface/stable/)     [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterface/dev/) [![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor%27s%20Guide-blueviolet)](https://github.com/SciML/ColPrac) |
+| Code quality | [![code style: runic](https://img.shields.io/badge/code_style-%E1%9A%B1%E1%9A%A2%E1%9A%BE%E1%9B%81%E1%9A%B2-black)](https://github.com/fredrikekre/Runic.jl) [![Aqua QA](https://juliatesting.github.io/Aqua.jl/dev/assets/badge.svg)](https://github.com/JuliaTesting/Aqua.jl) |
+| Downloads | [![Downloads](https://img.shields.io/badge/dynamic/json?url=http%3A%2F%2Fjuliapkgstats.com%2Fapi%2Fv2%2Fmonthly_downloads%2FDifferentiationInterface&query=total_requests&suffix=%2Fmonth&label=Downloads)](http://juliapkgstats.com/pkg/DifferentiationInterface) [![Dependents](https://juliahub.com/docs/General/DifferentiationInterface/stable/deps.svg)](https://juliahub.com/ui/Packages/General/DifferentiationInterface?#dependents) |
+| References | [![DOI](https://zenodo.org/badge/740973714.svg)](https://zenodo.org/doi/10.5281/zenodo.11092033) |
 
 An interface to various automatic differentiation (AD) backends in Julia.
 
diff --git a/DifferentiationInterfaceTest/README.md b/DifferentiationInterfaceTest/README.md
index 86c8e12bb..662b073ab 100644
--- a/DifferentiationInterfaceTest/README.md
+++ b/DifferentiationInterfaceTest/README.md
@@ -1,15 +1,11 @@
 # DifferentiationInterfaceTest
 
-[![Build Status](https://github.com/JuliaDiff/DifferentiationInterface.jl/actions/workflows/Test.yml/badge.svg?branch=main)](https://github.com/JuliaDiff/DifferentiationInterface.jl/actions/workflows/Test.yml?query=branch%3Amain)
-[![Coverage](https://codecov.io/gh/JuliaDiff/DifferentiationInterface.jl/branch/main/graph/badge.svg?flag=DIT)](https://app.codecov.io/gh/JuliaDiff/DifferentiationInterface.jl)
-[![code style: runic](https://img.shields.io/badge/code_style-%E1%9A%B1%E1%9A%A2%E1%9A%BE%E1%9B%81%E1%9A%B2-black)](https://github.com/fredrikekre/Runic.jl)
-[![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor%27s%20Guide-blueviolet)](https://github.com/SciML/ColPrac)
-[![DOI](https://zenodo.org/badge/740973714.svg)](https://zenodo.org/doi/10.5281/zenodo.11092033)
-
-|           Package            |                                                                                                                                                 Docs                                                                                                                                                 |
-| :--------------------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
-|   DifferentiationInterface   |   [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterface/stable/)     [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterface/dev/)   |
-| DifferentiationInterfaceTest | [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterfaceTest/stable/) [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterfaceTest/dev/) |
+| Category | Badges |
+|---|---|
+| Build status | [![Tests](https://github.com/JuliaDiff/DifferentiationInterface.jl/actions/workflows/Test.yml/badge.svg?branch=main)](https://github.com/JuliaDiff/DifferentiationInterface.jl/actions/workflows/Test.yml?query=branch%3Amain) [![Coverage](https://codecov.io/gh/JuliaDiff/DifferentiationInterface.jl/branch/main/graph/badge.svg?flag=DIT)](https://app.codecov.io/gh/JuliaDiff/DifferentiationInterface.jl) |
+| Documentation | [![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterfaceTest/stable/)     [![Dev](https://img.shields.io/badge/docs-dev-blue.svg)](https://juliadiff.org/DifferentiationInterface.jl/DifferentiationInterfaceTest/dev/) [![ColPrac: Contributor's Guide on Collaborative Practices for Community Packages](https://img.shields.io/badge/ColPrac-Contributor%27s%20Guide-blueviolet)](https://github.com/SciML/ColPrac) |
+| Code quality | [![code style: runic](https://img.shields.io/badge/code_style-%E1%9A%B1%E1%9A%A2%E1%9A%BE%E1%9B%81%E1%9A%B2-black)](https://github.com/fredrikekre/Runic.jl) [![Aqua QA](https://juliatesting.github.io/Aqua.jl/dev/assets/badge.svg)](https://github.com/JuliaTesting/Aqua.jl) |
+| References | [![DOI](https://zenodo.org/badge/740973714.svg)](https://zenodo.org/doi/10.5281/zenodo.11092033) |
 
 Testing and benchmarking utilities for automatic differentiation (AD) in Julia, based on [DifferentiationInterface](https://github.com/JuliaDiff/DifferentiationInterface.jl/tree/main/DifferentiationInterface).
 
@@ -17,16 +13,16 @@ Testing and benchmarking utilities for automatic differentiation (AD) in Julia,
 
 Make it easy to know, for a given function:
 
-  - which AD backends can differentiate it
-  - how fast they can do it
+- which AD backends can differentiate it
+- how fast they can do it
 
 ## Features
 
-  - Definition of custom test scenarios
-  - Correctness tests
-  - Type stability tests
-  - Count calls to the function
-  - Benchmark runtime and allocations
+- Definition of custom test scenarios
+- Correctness tests
+- Type stability tests
+- Count calls to the function
+- Benchmark runtime and allocations
 
 ## Installation
 
@@ -53,3 +49,7 @@ Pkg.add(;
     subdir="DifferentiationInterfaceTest",
 )
 ```
+
+## Citation
+
+See the citation instructions for [DifferentiationInterface](https://github.com/JuliaDiff/DifferentiationInterface.jl/tree/main/DifferentiationInterface).