diff --git a/examples/README b/examples/README
index e7cb806..65c6568 100644
--- a/examples/README
+++ b/examples/README
@@ -1,6 +1,9 @@
 This folder contains Python example scripts that illustrate the
 usage of the ctools.
 
+benchmark_cta_analysis.py
+  Performs performance benchmarks of the various CTA analysis types.
+
 pipeline_stacked_mem.py
   Example pipeline for simulating events and performing a stacked
   analysis in memory. No files will be written to disk.
@@ -35,10 +38,18 @@ make_unbinned_analysis.py
   and the observed offset angle distribution is displayed in
   counts space.
 
+show_butterfly.py
+  Displays a butterfly generated using the ctbutterfly tool.
+
+show_pha.py
+  Displays a spectrum in PHA format.
+
 show_pull_histogram.py
-  Displays pull histograms from pull data generated by the
-  cspull script.
+  Displays pull histograms generated by the cspull script.
+
+show_response.py
+  Display one or several CTA response functions.
 
 show_ts_distribution.py
-  Displays pull histograms from pull data generated by the
-  cspull script.
+  Displays Test Statistic histograms generated using the cstsdist
+  script.
diff --git a/examples/benchmark_cta_analysis.py b/examples/benchmark_cta_analysis.py
index 9fe9d6f..4f3eca9 100755
--- a/examples/benchmark_cta_analysis.py
+++ b/examples/benchmark_cta_analysis.py
@@ -1,6 +1,6 @@
 #! /usr/bin/env python
 # ==========================================================================
-# This script peforms a benchmark of the various CTA analysis styles
+# This script peforms a benchmark of the various CTA analysis types
 # (unbinned, binned, cube-style), and if matplotlib is installed, creates
 # a plot of the benchmark results.
 #