diff --git a/README.md b/README.md
index 1ba33e4..3144d17 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ Your offline swim companion: convert across pool courses, compare your times wit
 Available in the web app:
 
 - Live SCY / SCM / LCM comparisons with event-specific distance mapping
-- NCAA conversions by default, with a quiet documented Colorado Timing alternative and method comparison
+- NCAA conversions by default, with Colorado Timing and Turnmark Empirical pace-curve alternatives and method comparison
 - 2,892 published USA Swimming 2024–2028 motivational times, revised October 10, 2025
 - Original-course standards ladder with the next level and time gap
 - World Aquatics points from 70 published 2026 metric base times
@@ -35,7 +35,7 @@ and its NCAA course equivalents. Published standards and points follow in their
 ![Turnmark web converter with editable inputs and SCY SCM LCM equivalents](docs/screenshots/web-converter-comparison-dark.png)
 
 [Light appearance](docs/screenshots/web-converter-comparison-light.png) ·
-[Colorado Timing example](docs/screenshots/web-converter-method-dark.png) ·
+[Method comparison & Turnmark Empirical example](docs/screenshots/web-converter-method-dark.png) ·
 [Layout review and mobile flow](docs/CONVERTER_LAYOUT_EXPLORATION.md)
 
 Fresh native installs start with a blank time and direct entry.
diff --git a/docs/screenshots/conversion-method-web.png b/docs/screenshots/conversion-method-web.png
deleted file mode 100644
index 4f1a2ea..0000000
Binary files a/docs/screenshots/conversion-method-web.png and /dev/null differ
diff --git a/docs/screenshots/embed-code-dark.png b/docs/screenshots/embed-code-dark.png
deleted file mode 100644
index 32dada8..0000000
Binary files a/docs/screenshots/embed-code-dark.png and /dev/null differ
diff --git a/docs/screenshots/mcp-card-large-text.png b/docs/screenshots/mcp-card-large-text.png
index ba687f7..1e6fdff 100644
Binary files a/docs/screenshots/mcp-card-large-text.png and b/docs/screenshots/mcp-card-large-text.png differ
diff --git a/docs/screenshots/mcp-methods-light.png b/docs/screenshots/mcp-methods-light.png
index ff3e288..9304d32 100644
Binary files a/docs/screenshots/mcp-methods-light.png and b/docs/screenshots/mcp-methods-light.png differ
diff --git a/docs/screenshots/web-converter-comparison-dark.png b/docs/screenshots/web-converter-comparison-dark.png
index e2d6ce0..1e8202b 100644
Binary files a/docs/screenshots/web-converter-comparison-dark.png and b/docs/screenshots/web-converter-comparison-dark.png differ
diff --git a/docs/screenshots/web-converter-comparison-light.png b/docs/screenshots/web-converter-comparison-light.png
index 978ee52..358c5f9 100644
Binary files a/docs/screenshots/web-converter-comparison-light.png and b/docs/screenshots/web-converter-comparison-light.png differ
diff --git a/docs/screenshots/web-converter-method-dark.png b/docs/screenshots/web-converter-method-dark.png
index 5aac12d..515c0ad 100644
Binary files a/docs/screenshots/web-converter-method-dark.png and b/docs/screenshots/web-converter-method-dark.png differ
diff --git a/docs/screenshots/web-converter-method-mobile.png b/docs/screenshots/web-converter-method-mobile.png
index d8c3524..4398900 100644
Binary files a/docs/screenshots/web-converter-method-mobile.png and b/docs/screenshots/web-converter-method-mobile.png differ
diff --git a/docs/screenshots/web-history-collapsed-mobile.png b/docs/screenshots/web-history-collapsed-mobile.png
deleted file mode 100644
index e5d5fef..0000000
Binary files a/docs/screenshots/web-history-collapsed-mobile.png and /dev/null differ