{"brand_id":"green-hills-software","canonical_name":"Green Hills Software","domain":"ghs.com","category_ids":["embedded-systems-software"],"category_id":"embedded-systems-software","claimed":false,"surface":"chatgpt_search","recommendation_rate":0,"recommendation_rate_label":"Recommendation Rate (top position)","recommendation_inclusion_rate":33.33,"recommendation_inclusion_rate_label":"Recommendation Inclusion Rate (any eligible shortlist appearance)","mention_rate":26.67,"mention_rate_label":"Mention Rate","source_class_counts":{"counts":null,"reason":"brand is not claimed -- source-class counts are gated to claimed brands only.","available":false,"entity_id":null},"methodology_version":"2.4","methodology_note":"Measured fields come from public_brand_snapshot (immutable monthly receipt). Recommendation Rate is top-position only; Recommendation Inclusion Rate is any appearance in the eligible recommendation set (PLAN.md W0.a paired fields).","run_report_id":"rpt_f68f472c-9746-46e0-a0f2-9794f58c5a2c","snapshot_id":"pbs_green-hills-software_embedded-systems-software_2026-09","snapshot_month":"2026-09-01","measured_at":"2026-09-28T12:46:14.772201+00:00","measured":true,"published_at":"2026-09-28T12:55:55.118691+00:00","description":null,"description_source":null,"competitor_names":[],"competitor_names_source":null,"category_names":["Embedded Systems Software"],"meta_description":"Green Hills Software's free public AI recommendation record from Modern Discovery, including Recommendation Rate and Recommendation Inclusion Rate.","claim_url":"/claims?brand_id=green-hills-software","claim_cta":"Claim this brand","verified":false}