{"brand_id":"shipbob","canonical_name":"ShipBob","domain":"shipbob.com","category_ids":["3pl-ecommerce-fulfillment"],"category_id":"3pl-ecommerce-fulfillment","claimed":false,"surface":"chatgpt_search","recommendation_rate":null,"recommendation_rate_label":"Recommendation Rate (top position)","recommendation_inclusion_rate":null,"recommendation_inclusion_rate_label":"Recommendation Inclusion Rate (any eligible shortlist appearance)","mention_rate":null,"mention_rate_label":"Mention Rate","source_class_counts":null,"methodology_version":null,"methodology_note":"Registry shell only. Recommendation Rate, Recommendation Inclusion Rate, and Mention Rate are null until a category-mode public_brand_snapshot row is written for this brand. Rates are never invented.","run_report_id":null,"snapshot_id":null,"snapshot_month":null,"measured_at":null,"measured":false,"published_at":"2026-09-04T14:18:54.287701+00:00","description":null,"competitor_names":[],"category_names":["3PL / Ecommerce Fulfillment"],"meta_description":"ShipBob's free public AI recommendation record from Modern Discovery, including Recommendation Rate and Recommendation Inclusion Rate.","claim_url":"/claims?brand_id=shipbob","claim_cta":"Claim this brand"}