diff --git a/CHANGELOG.md b/CHANGELOG.md
index ce8a07061ec..7b42bac2703 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -41,6 +41,7 @@ Docs: https://docs.openclaw.ai
 - Agents/fallback: treat HTTP 499 responses as transient in both raw-text and structured failover paths so Anthropic-style client-closed overload responses trigger model fallback reliably. (#41468) thanks @zeroasterisk.
 - Plugins/context-engine model auth: expose `runtime.modelAuth` and plugin-sdk auth helpers so plugins can resolve provider/model API keys through the normal auth pipeline. (#41090) thanks @xinhuagu.
 - CLI/memory teardown: close cached memory search/index managers in the one-shot CLI shutdown path so watcher-backed memory caches no longer keep completed CLI runs alive after output finishes. (#40389) thanks @Julbarth.
+- Tools/web search: treat Brave `llm-context` grounding snippets as plain strings so `web_search` no longer returns empty snippet arrays in LLM Context mode. (#41387) thanks @zheliu2.
 
 ## 2026.3.8