diff --git a/.changeset/automation-readme-link-labels.md b/.changeset/automation-readme-link-labels.md
new file mode 100644
index 0000000000..18435d556e
--- /dev/null
+++ b/.changeset/automation-readme-link-labels.md
@@ -0,0 +1,27 @@
+---
+"@objectstack/service-automation": patch
+---
+
+`service-automation`'s README labels its two docs links with the pages they land on (#9668)
+
+Two entries in the README's See Also list named artifacts that are not what the link
+resolves to. `Flow Builder Guide` lands on the Automation **section index**
+(`content/docs/automation/index.mdx`, `title: Automation`); `Trigger Reference` lands on
+the automation **schema** reference index (`content/docs/references/automation/index.mdx`,
+`title: Automation Protocol`), which lists every automation schema — approval, flow,
+state-machine, webhook and eleven more — not triggers. Both destinations resolve and both
+are the right section-level target for a package README, so the mismatch is on the label
+axis, not the destination axis, and only the labels changed.
+
+Each new label is the destination page's own `title` frontmatter, with a gloss compressed
+from that page's own `description`, so the label is checkable against the page rather than
+invented. **No URL changed**, and in particular the plausible-looking
+`references/studio/flow-builder` was not adopted: it is a **Studio** reference, not the
+automation service's.
+
+The third docs link in this README — `Flows`, at the end of the flow-node section — was
+verified and left alone. It points at a specific page (`content/docs/automation/flows.mdx`,
+`title: Flow Metadata`), and that page does carry the per-node `config` reference, loop and
+parallel containers, subflows, waits and error handling that the sentence promises.
+
+Documentation only: no API, behaviour or type surface changes.
diff --git a/packages/services/service-automation/README.md b/packages/services/service-automation/README.md
index 299ba5ffd8..06fe157f01 100644
--- a/packages/services/service-automation/README.md
+++ b/packages/services/service-automation/README.md
@@ -456,5 +456,7 @@ Apache-2.0. See [LICENSING.md](../../../LICENSING.md).
 ## See Also
 
 - [@objectstack/spec/automation](../../spec/src/automation/)
-- [Flow Builder Guide](https://docs.objectstack.ai/docs/automation)
-- [Trigger Reference](https://docs.objectstack.ai/docs/references/automation)
+- [Automation](https://docs.objectstack.ai/docs/automation) — the automation docs section: hooks, flows,
+  workflows, approvals, webhooks, connectors
+- [Automation Protocol](https://docs.objectstack.ai/docs/references/automation) — the complete schema
+  reference for the automation protocol