diff --git a/CHANGELOG.md b/CHANGELOG.md
index a3c254a..edb4eff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,6 +11,8 @@ researchers who pin a tag and want to know what they are pinning to.
 
 ## [Unreleased]
 
+## [2.7.1] — 2026-08-20
+
 ### Fixed
 
 - **This moves a published number, in one direction. Re-run
diff --git a/CITATION.cff b/CITATION.cff
index 97b742a..c537674 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -27,4 +27,4 @@ preferred-citation:
     - name: "Commoner LLP"
   url: "https://github.com/CommonerLLP/commoner-analyse"
   year: 2026
-  version: "2.7.0"
+  version: "2.7.1"
diff --git a/README.md b/README.md
index c0616fe..5347182 100644
--- a/README.md
+++ b/README.md
@@ -173,20 +173,20 @@ The package is not on PyPI yet (publication is planned for a future
 release). Install directly from the GitHub release tag:
 
 ```bash
-pip install "commoner-analyse @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.0"
+pip install "commoner-analyse @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.1"
 
 # Optional extras (pick what you need):
-pip install "commoner-analyse[http] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.0"
-pip install "commoner-analyse[pdf] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.0"
-pip install "commoner-analyse[embeddings] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.0"
-pip install "commoner-analyse[llm] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.0"
-pip install "commoner-analyse[all] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.0"
+pip install "commoner-analyse[http] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.1"
+pip install "commoner-analyse[pdf] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.1"
+pip install "commoner-analyse[embeddings] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.1"
+pip install "commoner-analyse[llm] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.1"
+pip install "commoner-analyse[all] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.1"
 ```
 
 For a project, pin the same line in your `requirements.txt`:
 
 ```text
-commoner-analyse[http,pdf] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.0
+commoner-analyse[http,pdf] @ git+https://github.com/CommonerLLP/commoner-analyse.git@v2.7.1
 ```
 
 The one required third-party dependency is `commoner-probe` — the
diff --git a/commoner_analyse/__init__.py b/commoner_analyse/__init__.py
index cc745cd..59551ec 100644
--- a/commoner_analyse/__init__.py
+++ b/commoner_analyse/__init__.py
@@ -3,4 +3,4 @@
 from .graph import build_graph
 
 __all__ = ["__version__", "build_graph"]
-__version__ = "2.7.0"
+__version__ = "2.7.1"
diff --git a/pyproject.toml b/pyproject.toml
index 3109582..66b54ba 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "commoner-analyse"
-version = "2.7.0"
+version = "2.7.1"
 description = "Domain analysis adapters over commoner-probe's acquired public records: classification, aggregation, dossiers, and cross-referencing."
 readme = "README.md"
 requires-python = ">=3.11"