diff --git a/strix/interface/viewer/report_pdf.py b/strix/interface/viewer/report_pdf.py
index b749f270..a4165094 100644
--- a/strix/interface/viewer/report_pdf.py
+++ b/strix/interface/viewer/report_pdf.py
@@ -570,6 +570,16 @@ def _finding_flowables(
     meta_bits = []
     if vuln.get("cvss") is not None:
         meta_bits.append(f"<b>CVSS</b> {_esc(vuln.get('cvss'))}")
+    confidence = str(vuln.get("confidence") or "").strip().title()
+    meta_bits.extend(
+        f"<b>{label}</b> {_esc(value)}"
+        for label, value in (
+            ("Confidence", confidence),
+            ("CWE", vuln.get("cwe")),
+            ("CVE", vuln.get("cve")),
+        )
+        if value
+    )
     meta_bits.extend(
         f"<b>{key.title()}</b> {_esc(vuln.get(key))}"
         for key in ("target", "endpoint", "method")
@@ -592,6 +602,15 @@ def _finding_flowables(
     poc_script = _strip_code_fence(vuln.get("poc_script_code"))
     story.extend(_field_block(styles, "PoC script", poc_script, code=True))
     story.extend(_field_block(styles, "Evidence", vuln.get("evidence"), code=True))
+    # What a reader needs to weigh the finding, as in the per-finding markdown report.
+    story.extend(_field_block(styles, "Counterevidence", vuln.get("counterevidence")))
+    story.extend(_field_block(styles, "Confidence rationale", vuln.get("confidence_rationale")))
+    story.extend(
+        _field_block(
+            styles, "What would change this severity", vuln.get("severity_change_conditions")
+        )
+    )
+    story.extend(_field_block(styles, "Assumptions", vuln.get("assumptions")))
 
     remediation = vuln.get("remediation_steps")
     if isinstance(remediation, list):
diff --git a/tests/test_report_pdf.py b/tests/test_report_pdf.py
index 61d1f205..c68a3f59 100644
--- a/tests/test_report_pdf.py
+++ b/tests/test_report_pdf.py
@@ -77,6 +77,55 @@ def test_generate_report_pdf_has_pdf_header(tmp_path: Path) -> None:
     assert len(pdf) > 1000
 
 
+def test_pdf_shows_what_a_reader_needs_to_weigh_a_finding(tmp_path: Path) -> None:
+    run_dir = _make_run(tmp_path)
+    vulns = json.loads((run_dir / "vulnerabilities.json").read_text(encoding="utf-8"))
+    vulns[0].update(
+        {
+            "confidence": "high",
+            "cwe": "CWE-89",
+            "cve": "CVE-2024-0001",
+            "counterevidence": "No WAF in front of the endpoint rewrote the payload.",
+            "confidence_rationale": "The injected sleep delayed the response three times.",
+            "severity_change_conditions": "Lower to high if the database user is read-only.",
+            "assumptions": "The staging database mirrors production.",
+        }
+    )
+    (run_dir / "vulnerabilities.json").write_text(json.dumps(vulns), encoding="utf-8")
+
+    text = " ".join(_pdf_text(generate_report_pdf(run_dir)).split())
+
+    for expected in (
+        "Confidence High",
+        "CWE CWE-89",
+        "CVE CVE-2024-0001",
+        "COUNTEREVIDENCE",
+        "No WAF in front of the endpoint rewrote the payload.",
+        "CONFIDENCE RATIONALE",
+        "The injected sleep delayed the response three times.",
+        "WHAT WOULD CHANGE THIS SEVERITY",
+        "Lower to high if the database user is read-only.",
+        "ASSUMPTIONS",
+        "The staging database mirrors production.",
+    ):
+        assert expected in text
+
+
+def test_pdf_leaves_out_the_trust_fields_a_finding_does_not_have(tmp_path: Path) -> None:
+    text = " ".join(_pdf_text(generate_report_pdf(_make_run(tmp_path))).split())
+
+    assert "SQL Injection" in text
+    for label in (
+        "Confidence",
+        "CWE",
+        "COUNTEREVIDENCE",
+        "CONFIDENCE RATIONALE",
+        "WHAT WOULD CHANGE THIS SEVERITY",
+        "ASSUMPTIONS",
+    ):
+        assert label not in text
+
+
 def test_generate_password_is_long_and_random() -> None:
     first = generate_password()
     second = generate_password()