diff --git a/atlasbot/engine/answerer.py b/atlasbot/engine/answerer.py
index 9892753..821a343 100644
--- a/atlasbot/engine/answerer.py
+++ b/atlasbot/engine/answerer.py
@@ -268,6 +268,19 @@ class AnswerEngine:
                 key_facts = _key_fact_lines(summary_lines, keyword_tokens)
                 hottest_facts = _extract_hottest_facts(summary_lines, f"{question} {normalized}")
                 hardware_facts = _extract_hardware_usage_facts(summary_lines, f"{question} {normalized}")
+                if not hardware_facts:
+                    hardware_tokens = ("hardware", "class", "type", "rpi", "jetson", "amd64", "arm64")
+                    lowered_q = f"{question} {normalized}".lower()
+                    if any(tok in lowered_q for tok in hardware_tokens):
+                        for line in summary_lines:
+                            if "hardware_usage_top:" in line:
+                                hardware_facts = [seg.strip() for seg in line.split(" | ") if seg.strip().startswith("hardware_usage_top:")]
+                                break
+                        if not hardware_facts:
+                            for line in summary_lines:
+                                if "hardware_usage_avg:" in line:
+                                    hardware_facts = [seg.strip() for seg in line.split(" | ") if seg.strip().startswith("hardware_usage_avg:")]
+                                    break
                 metric_facts = [line for line in key_facts if re.search(r"\d", line)]
                 if hardware_facts:
                     metric_facts = hardware_facts