diff --git a/packages/cyberstrike/src/server/routes/session.ts b/packages/cyberstrike/src/server/routes/session.ts
index f1e03e750d..b9d6eba320 100644
--- a/packages/cyberstrike/src/server/routes/session.ts
+++ b/packages/cyberstrike/src/server/routes/session.ts
@@ -123,12 +123,14 @@ export interface AccessContextInput {
 // so the orchestrator and subagents see the same structured signals.
 export function renderAccessContextLines(accessContext: AccessContextInput): string[] {
   const ac = accessContext
-  const hasData = ac.triggerElement || ac.pageUrl || ac.uiContext
+  const hasData = ac.triggerElement || ac.pageUrl || ac.uiContext || ac.pageVisitedBy?.length
   if (!hasData) return []
   const lines: string[] = ["", "## Access Context"]
   if (ac.pageUrl) {
     const visitedBy = ac.pageVisitedBy?.length ? ` (visited by: ${ac.pageVisitedBy.join(", ")})` : ""
     lines.push(`Page: ${ac.pageUrl}${visitedBy}`)
+  } else if (ac.pageVisitedBy?.length) {
+    lines.push(`Visited by: ${ac.pageVisitedBy.join(", ")}`)
   }
   if (ac.triggerElement) {
     const visibleTo = ac.elementRoles?.length ? ` (visible to: ${ac.elementRoles.join(", ")})` : ""
@@ -168,6 +170,32 @@ export function renderAccessContextLines(accessContext: AccessContextInput): str
   return lines
 }
 
+// Derive visited_by from observed credential attribution (request_observation), merging
+// with any capture-time label. This is the Firefox fix: Firefox traffic has no
+// page_visited_by at capture time, but request_observation carries per-credential
+// reachability for both paths. Merged, distinct, label-resolved.
+export function getVisitedByForKeyHash(
+  sessionID: string,
+  keyHash: string,
+  captureVisitedBy?: string[],
+): string[] {
+  const obs = Observation.listByKeyHash(sessionID, keyHash)
+  const ids = [...new Set(obs.map((o) => o.credential_id).filter((id): id is string => !!id))]
+  const labels = ids.map((id) => WebCredential.getById(id)?.label ?? id)
+  const merged = new Set<string>([...(captureVisitedBy ?? []), ...labels])
+  return [...merged]
+}
+
+export function resolveVisitedBy(input: {
+  sessionID: string
+  keyHash?: string
+  captureVisitedBy?: string[]
+}): string[] | undefined {
+  if (!input.keyHash) return input.captureVisitedBy
+  const derived = getVisitedByForKeyHash(input.sessionID, input.keyHash, input.captureVisitedBy)
+  return derived.length ? derived : input.captureVisitedBy
+}
+
 // Renders the `## Observed Values` block: the concrete input values each credential was
 // observed using on THIS endpoint shape (deterministic, redaction-aware). RAW FACTS ONLY —
 // no interpretation. What the values mean (access-control/IDOR/etc.) is the orchestrator's
@@ -1247,6 +1275,11 @@ export const SessionRoutes = lazy(() =>
             // orchestrator skips re-dispatching deployment-wide testers (JWT/TLS/headers).
             // Rendered at dequeue, so it reflects coverage that accrued while queued.
             const coverage = CoverageNote.wideBlock(sessionID, normalized.origin)
+            const visitedBy = resolveVisitedBy({
+              sessionID,
+              keyHash: normalized.keyHash,
+              captureVisitedBy: body.page_visited_by,
+            })
             const base = buildPromptWithCredentialContext(
               truncatedRawRequest,
               credentialID,
@@ -1255,7 +1288,7 @@ export const SessionRoutes = lazy(() =>
                 triggerElement: body.trigger_element,
                 elementRoles: body.element_roles,
                 pageUrl: body.page_url,
-                pageVisitedBy: body.page_visited_by,
+                pageVisitedBy: visitedBy,
                 uiContext: body.ui_context as Record<string, unknown> | undefined,
               },
               normalized.protocol && normalized.operation
diff --git a/packages/cyberstrike/src/tool/task.ts b/packages/cyberstrike/src/tool/task.ts
index 931857c858..7c5dfdd62e 100644
--- a/packages/cyberstrike/src/tool/task.ts
+++ b/packages/cyberstrike/src/tool/task.ts
@@ -13,7 +13,8 @@ import { PermissionNext } from "@/permission/next"
 import { Request } from "../session/request"
 import { CoverageNote } from "../session/coverage-note"
 import { WebCredential } from "../session/web/web-credential"
-import { renderAccessContextLines } from "../server/routes/session"
+import { Observation } from "../session/observation"
+import { renderAccessContextLines, resolveVisitedBy } from "../server/routes/session"
 import { Truncate } from "./truncation"
 import { dispatchScopeViolation, dispatchOffLaneMessage } from "./vuln-scope"
 
@@ -219,15 +220,19 @@ export const TaskTool = Tool.define("task", async (ctx) => {
             lines.push("UNAUTHENTICATED (no credential associated with this request)")
           }
 
-          // Access Context — present only when source is hackbrowser with
-          // UI crawling enrichment. Firefox extension data has all these
-          // fields null, so renderAccessContextLines returns [].
+          // Access Context — derive visited_by from observed values so Firefox
+          // traffic gains the legitimacy signal and hackbrowser gains full multi-cred set.
+          const visitedBy = resolveVisitedBy({
+            sessionID: Session.root(ctx.sessionID),
+            keyHash: current.key_hash,
+            captureVisitedBy: current.page_visited_by,
+          })
           lines.push(
             ...renderAccessContextLines({
               triggerElement: current.trigger_element,
               elementRoles: current.element_roles,
               pageUrl: current.page_url,
-              pageVisitedBy: current.page_visited_by,
+              pageVisitedBy: visitedBy,
               uiContext: current.ui_context,
             }),
           )
diff --git a/packages/cyberstrike/src/tool/web-get-request-detail.ts b/packages/cyberstrike/src/tool/web-get-request-detail.ts
index 3ddcf1faff..538796201e 100644
--- a/packages/cyberstrike/src/tool/web-get-request-detail.ts
+++ b/packages/cyberstrike/src/tool/web-get-request-detail.ts
@@ -3,6 +3,7 @@ import { Tool } from "./tool"
 import { Request } from "../session/request"
 import { Observation } from "../session/observation"
 import { Session } from "../session"
+import { resolveVisitedBy } from "../server/routes/session"
 
 const description = `Get detailed information for a specific HTTP request by ID.
 
@@ -54,10 +55,18 @@ export const WebGetRequestDetailTool = Tool.define("web_get_request_detail", {
     }
 
     // Access context — always include if available (small, useful for all agents)
+    // Derive visited_by from observed values so Firefox traffic gains legitimacy signal.
+    const visitedBy = request.key_hash
+      ? resolveVisitedBy({
+          sessionID,
+          keyHash: request.key_hash,
+          captureVisitedBy: request.page_visited_by,
+        })
+      : request.page_visited_by
     if (request.trigger_element) detail.trigger_element = request.trigger_element
     if (request.element_roles) detail.element_roles = request.element_roles
     if (request.page_url) detail.page_url = request.page_url
-    if (request.page_visited_by) detail.page_visited_by = request.page_visited_by
+    if (visitedBy?.length) detail.page_visited_by = visitedBy
 
     // Protocol/operation — present only for body-dispatched endpoints (GraphQL/JSON-RPC).
     if (request.protocol) detail.protocol = request.protocol