{"status":"ok","category":{"id":"37e59828-8094-426e-ade6-c404eaa3efce","slug":"ai-tools-for-doctors-and-clinicians","label":"AI tools for doctors and clinicians"},"window":{"weeks":4,"from":"2026-08-21T17:34:21.279Z","to":"2026-09-18T17:34:21.279Z","prior_from":"2026-07-24T17:34:21.279Z"},"sample_size":28,"prior_sample_size":84,"independent_sample_size":28,"prior_independent_sample_size":84,"min_sample":20,"engine_samples":{"grok":{"runs":0,"last_run_at":"2026-08-08T07:58:39.367149+00:00"},"gemini":{"runs":7,"last_run_at":"2026-08-29T06:31:55.81633+00:00"},"openai":{"runs":7,"last_run_at":"2026-08-29T06:31:45.004087+00:00"},"anthropic":{"runs":7,"last_run_at":"2026-08-30T06:01:12.638489+00:00"},"perplexity":{"runs":7,"last_run_at":"2026-08-29T06:31:42.735469+00:00"}},"volatility":{"score":null},"integrity":null,"entries":[{"index_product_id":"2f6c2681-9292-47eb-8c89-8f94cc5fcb93","name":"Abridge","domain":"abridge.com","recommendation_share":53.6,"ci_low":35.8,"ci_high":70.5,"mention_runs":15,"first_rec_runs":4,"first_rec_rate":26.7,"avg_position":4.7,"all_mention_runs":17,"mention_rate":60.7,"mention_breakdown":{"legacy":0,"listed":8,"context":2,"recommended":7,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":57.1,"mentions":4},"openai":{"runs":7,"share":57.1,"mentions":4},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":7,"share":42.9,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"79106bc3-ef7c-4373-aa59-6efa58694158","name":"Freed","domain":"getfreed.ai","recommendation_share":53.6,"ci_low":35.8,"ci_high":70.5,"mention_runs":15,"first_rec_runs":1,"first_rec_rate":6.7,"avg_position":5.2,"all_mention_runs":16,"mention_rate":57.1,"mention_breakdown":{"legacy":0,"listed":11,"context":1,"recommended":4,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":57.1,"mentions":4},"openai":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":7,"share":71.4,"mentions":5}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f0b3c803-1aa3-4b26-9d39-2afc02ff05d4","name":"Scribe","domain":"scribe.com","recommendation_share":50,"ci_low":32.6,"ci_high":67.4,"mention_runs":14,"first_rec_runs":7,"first_rec_rate":50,"avg_position":2.9,"all_mention_runs":14,"mention_rate":50,"mention_breakdown":{"legacy":0,"listed":10,"context":0,"recommended":4,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":71.4,"mentions":5},"openai":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":71.4,"mentions":5},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"cc9fa1ea-b82e-463d-9925-1d0623768e74","name":"Heidi","domain":"heidihealth.com","recommendation_share":50,"ci_low":32.6,"ci_high":67.4,"mention_runs":14,"first_rec_runs":3,"first_rec_rate":21.4,"avg_position":4.1,"all_mention_runs":16,"mention_rate":57.1,"mention_breakdown":{"legacy":0,"listed":9,"context":2,"recommended":5,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":57.1,"mentions":4},"openai":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":71.4,"mentions":5},"perplexity":{"runs":7,"share":57.1,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"3f74f159-be20-45cd-a11a-9f9028a5af86","name":"Suki","domain":"suki.ai","recommendation_share":42.9,"ci_low":26.5,"ci_high":60.9,"mention_runs":12,"first_rec_runs":1,"first_rec_rate":8.3,"avg_position":3.3,"all_mention_runs":14,"mention_rate":50,"mention_breakdown":{"legacy":0,"listed":10,"context":2,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":42.9,"mentions":3},"openai":{"runs":7,"share":42.9,"mentions":3},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"32aa1e49-c17e-49e2-bcf7-02ba81e40d96","name":"Epic","domain":"epic.com","recommendation_share":39.3,"ci_low":23.6,"ci_high":57.6,"mention_runs":11,"first_rec_runs":4,"first_rec_rate":36.4,"avg_position":3.9,"all_mention_runs":13,"mention_rate":46.4,"mention_breakdown":{"legacy":0,"listed":6,"context":2,"recommended":5,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"openai":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":71.4,"mentions":5},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f844f2c6-e79d-4a49-916b-7aebc2151dc7","name":"DAX","domain":null,"recommendation_share":35.7,"ci_low":20.7,"ci_high":54.2,"mention_runs":10,"first_rec_runs":2,"first_rec_rate":20,"avg_position":4.6,"all_mention_runs":13,"mention_rate":46.4,"mention_breakdown":{"legacy":0,"listed":5,"context":3,"recommended":5,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":42.9,"mentions":3},"openai":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d670610c-2f9b-483c-932a-c0214ebfb755","name":"Nabla","domain":"nabla.com","recommendation_share":35.7,"ci_low":20.7,"ci_high":54.2,"mention_runs":10,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.1,"all_mention_runs":11,"mention_rate":39.3,"mention_breakdown":{"legacy":0,"listed":7,"context":1,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"openai":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"90e7be47-63d4-4dd9-9092-de1a21da6a0e","name":"Doximity","domain":"doximity.com","recommendation_share":28.6,"ci_low":15.3,"ci_high":47.1,"mention_runs":8,"first_rec_runs":1,"first_rec_rate":12.5,"avg_position":5.6,"all_mention_runs":8,"mention_rate":28.6,"mention_breakdown":{"legacy":0,"listed":6,"context":0,"recommended":2,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"5e008588-2de2-444c-abc6-a4ab9c4d5c40","name":"Microsoft","domain":"microsoft.com","recommendation_share":25,"ci_low":12.7,"ci_high":43.4,"mention_runs":7,"first_rec_runs":2,"first_rec_rate":28.6,"avg_position":2.7,"all_mention_runs":10,"mention_rate":35.7,"mention_breakdown":{"legacy":0,"listed":3,"context":3,"recommended":4,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"openai":{"runs":7,"share":42.9,"mentions":3},"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"cloud-storage","value":"cloud storage"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"advanced-security","value":"advanced security"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"microsoft-copilot","value":"Microsoft Copilot"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"online-meetings","value":"Online meetings"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"chat","value":"chat"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"real-time-collaboration","value":"real-time collaboration"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"shared-cloud-storage","value":"shared cloud storage"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}],"platform":[{"value":{"key":"pc","value":"PC"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"xbox-console","value":"XBOX console"},"source_url":"https://www.microsoft.com/en-us","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"59595031-d669-4010-87b2-1160a47f2316","name":"Nuance DAX","domain":null,"recommendation_share":25,"ci_low":12.7,"ci_high":43.4,"mention_runs":7,"first_rec_runs":1,"first_rec_rate":14.3,"avg_position":4.9,"all_mention_runs":9,"mention_rate":32.1,"mention_breakdown":{"legacy":0,"listed":3,"context":2,"recommended":4,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":42.9,"mentions":3},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"262948b1-ec10-4473-9369-d54d5fcb5402","name":"PatientNotes","domain":null,"recommendation_share":25,"ci_low":12.7,"ci_high":43.4,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.4,"all_mention_runs":9,"mention_rate":32.1,"mention_breakdown":{"legacy":0,"listed":7,"context":2,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":42.9,"mentions":3},"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"75fe1206-e0a8-4002-81ec-5a96c1cd2836","name":"Dragon Copilot","domain":null,"recommendation_share":21.4,"ci_low":10.2,"ci_high":39.5,"mention_runs":6,"first_rec_runs":3,"first_rec_rate":50,"avg_position":1.5,"all_mention_runs":10,"mention_rate":35.7,"mention_breakdown":{"legacy":0,"listed":1,"context":4,"recommended":5,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":42.9,"mentions":3},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d27f173e-1c48-42b6-806c-802e422e9f9c","name":"AI Scribe","domain":null,"recommendation_share":21.4,"ci_low":10.2,"ci_high":39.5,"mention_runs":6,"first_rec_runs":2,"first_rec_rate":33.3,"avg_position":2,"all_mention_runs":8,"mention_rate":28.6,"mention_breakdown":{"legacy":0,"listed":5,"context":2,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":42.9,"mentions":3},"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f98c0d6f-e7bd-42ce-9587-6fafdf501b41","name":"Ambience","domain":"ambiencehealthcare.com","recommendation_share":21.4,"ci_low":10.2,"ci_high":39.5,"mention_runs":6,"first_rec_runs":1,"first_rec_rate":16.7,"avg_position":6.2,"all_mention_runs":6,"mention_rate":21.4,"mention_breakdown":{"legacy":0,"listed":5,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":42.9,"mentions":3},"openai":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"99dd4b7e-062a-4d0c-8d46-9577b6e21f46","name":"Ambient AI","domain":null,"recommendation_share":17.9,"ci_low":7.9,"ci_high":35.6,"mention_runs":5,"first_rec_runs":1,"first_rec_rate":20,"avg_position":2,"all_mention_runs":10,"mention_rate":35.7,"mention_breakdown":{"legacy":0,"listed":3,"context":5,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"5b309a0f-58e8-43a4-bb78-2091575e4e5a","name":"OpenEvidence","domain":null,"recommendation_share":17.9,"ci_low":7.9,"ci_high":35.6,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.6,"all_mention_runs":5,"mention_rate":17.9,"mention_breakdown":{"legacy":0,"listed":4,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ff97154f-a6b6-433e-868e-787cb37e569f","name":"DeepScribe","domain":"deepscribe.com","recommendation_share":17.9,"ci_low":7.9,"ci_high":35.6,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":7,"mention_rate":25,"mention_breakdown":{"legacy":0,"listed":4,"context":2,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"openai":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e70eca4e-e473-4494-91d6-e3fe253df923","name":"Freed AI","domain":null,"recommendation_share":17.9,"ci_low":7.9,"ci_high":35.6,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":5,"mention_rate":17.9,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d62fd28e-8a68-40fd-bc45-e883116c2484","name":"Ambience Healthcare","domain":null,"recommendation_share":17.9,"ci_low":7.9,"ci_high":35.6,"mention_runs":5,"first_rec_runs":1,"first_rec_rate":20,"avg_position":5.6,"all_mention_runs":5,"mention_rate":17.9,"mention_breakdown":{"legacy":0,"listed":4,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"openai":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"938ed015-199f-4b87-8da9-83085663af1b","name":"Cerner","domain":"cerner.com","recommendation_share":14.3,"ci_low":5.7,"ci_high":31.5,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":5,"all_mention_runs":6,"mention_rate":21.4,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"openai":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"1872ebcb-480e-4970-ba47-21f3108458cf","name":"Glass Health","domain":"glass.health","recommendation_share":14.3,"ci_low":5.7,"ci_high":31.5,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.3,"all_mention_runs":6,"mention_rate":21.4,"mention_breakdown":{"legacy":0,"listed":3,"context":2,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"9b31e10a-d19f-461c-a0f5-818cab95bf60","name":"UpToDate","domain":"uptodate.com","recommendation_share":14.3,"ci_low":5.7,"ci_high":31.5,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.5,"all_mention_runs":4,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"c8481772-ba3e-4a92-b37f-44c93e100957","name":"DAX Copilot","domain":null,"recommendation_share":14.3,"ci_low":5.7,"ci_high":31.5,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":4,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e811ada4-d4f0-4426-89ea-4e607a1f503d","name":"Nuance DAX Copilot","domain":null,"recommendation_share":14.3,"ci_low":5.7,"ci_high":31.5,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":4,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"26e48033-5d4d-4989-8b13-6b5031aa651c","name":"Azure SQL Serverless","domain":"learn.microsoft.com","recommendation_share":10.7,"ci_low":3.7,"ci_high":27.2,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2,"all_mention_runs":3,"mention_rate":10.7,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":42.9,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ca1c128b-ed3d-4fac-b85b-76a32efc0a21","name":"Athenahealth","domain":"athenahealth.com","recommendation_share":10.7,"ci_low":3.7,"ci_high":27.2,"mention_runs":3,"first_rec_runs":1,"first_rec_rate":33.3,"avg_position":3.7,"all_mention_runs":6,"mention_rate":21.4,"mention_breakdown":{"legacy":0,"listed":2,"context":3,"recommended":1,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b754193b-126f-4687-b831-9e4905dc14e8","name":"Vera Health","domain":"verahealth.ai","recommendation_share":10.7,"ci_low":3.7,"ci_high":27.2,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.7,"all_mention_runs":5,"mention_rate":17.9,"mention_breakdown":{"legacy":0,"listed":3,"context":2,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"cb72de24-2c64-48fd-9a79-ee40690063c0","name":"Sunoh","domain":"sunoh.ai","recommendation_share":10.7,"ci_low":3.7,"ci_high":27.2,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.7,"all_mention_runs":3,"mention_rate":10.7,"mention_breakdown":{"legacy":0,"listed":3,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"c437dd80-bf29-4e0f-924a-9b92e9d74156","name":"Twofold","domain":"trytwofold.com","recommendation_share":10.7,"ci_low":3.7,"ci_high":27.2,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.3,"all_mention_runs":4,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"755db2e0-4c7d-4845-a3d8-49fdbcfd2dd4","name":"ambient listening technology","domain":null,"recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":2,"first_rec_rate":100,"avg_position":1,"all_mention_runs":3,"mention_rate":10.7,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"55a1e349-6cf0-48dc-a969-d54af36ffe55","name":"UpToDate Expert AI","domain":"wolterskluwer.com","recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2.5,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e9846f1e-a2ed-44f7-a0fc-9f1ff3130ab8","name":"DynaMed","domain":"dynamed.com","recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"968a65c4-1fce-453e-86aa-5021f3ec200f","name":"DeepCura","domain":"deepcura.com","recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":7,"mention_rate":25,"mention_breakdown":{"legacy":0,"listed":2,"context":5,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"95c59b7b-c207-4a5d-b3f6-4104228ce524","name":"Tali","domain":null,"recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.5,"all_mention_runs":3,"mention_rate":10.7,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"68173600-c9ca-4ff9-ba21-4ddb46e7b7c8","name":"Upheal","domain":"upheal.com","recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"fd5eeaa5-b5c8-45e1-8e39-06a6ed3deb30","name":"Twofold Health","domain":null,"recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":10,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8ebcd69c-8fab-4c78-be6a-cfe5c1ea84e5","name":"Tali AI","domain":null,"recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11.5,"all_mention_runs":3,"mention_rate":10.7,"mention_breakdown":{"legacy":0,"listed":2,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"1a3ffdb4-4584-4613-ae88-e24b14f927b4","name":"GPT","domain":null,"recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":17,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1},"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"4a0655f7-cf1c-4218-b5cd-05bd19c43553","name":"Keragon","domain":"keragon.com","recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":18,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":2,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":28.6,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ade6f535-9ccf-4dec-8f78-011b685c86c2","name":"Athena","domain":"athenhealth.com","recommendation_share":7.1,"ci_low":2,"ci_high":22.6,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":2,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"dff67d65-b995-480f-b202-4e280fb66182","name":"Microsoft Dragon Copilot","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":1,"first_rec_rate":100,"avg_position":1,"all_mention_runs":4,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":0,"context":3,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"af5063e1-073a-4c96-8fa5-dcc796ed00a7","name":"athenaAmbient","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":2,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ea00027b-69b7-4234-bf43-07c8b2fa8bbb","name":"Aidoc","domain":"aidoc.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b6da0f22-b6c5-464f-ac2c-2cb0391f9637","name":"Ambient Clinical Intelligence","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":3,"mention_rate":10.7,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"c46d795b-2ad4-4edc-91e5-e5a07e7e109a","name":"Augmedix","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"61e5189f-ec36-4275-915f-9a9c7e079d79","name":"Bland AI","domain":"bland.ai","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"7f9e2f88-e78e-49f0-9102-4aec4ec5f585","name":"NoteMD","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"dae64eb3-d326-4f4e-8d50-ab848e2f3e3b","name":"Praxis EMR","domain":"praxisemr.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8e13e66c-70f7-417f-a514-fa72dee2b76f","name":"AWS","domain":"aws.amazon.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"openai":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false,"product_facts":{"feature":[{"value":{"key":"over-240-comprehensive-services","value":"over 240 comprehensive services"},"source_url":"https://aws.amazon.com/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"private-pricing","value":"Private Pricing"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"aws-pricing-calculator","value":"AWS Pricing Calculator"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"pay-as-you-go-approach-for-pricing","value":"pay-as-you-go approach for pricing"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"savings-plans","value":"Savings Plans"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"},{"value":{"key":"volume-based-discounts","value":"volume based discounts"},"source_url":"https://aws.amazon.com/pricing/","last_verified_at":"2026-09-05T15:59:25.783Z","verified_by":"agent_research"}]}},{"index_product_id":"ab01e87c-2975-4385-ac4c-51e6a7b76328","name":"Microsoft DAX","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e0de09e8-9dd3-4007-a6ac-1e4e46d2a435","name":"ScribePT","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"482e2352-006e-4a55-b80e-732922b89428","name":"Sully","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"19a0cb95-e465-42c8-9094-8032b6b3bbed","name":"Sully AI","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"865226ac-dc27-4c3e-b271-182a3562fa22","name":"Tandem","domain":"tandem.chat","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"36326ee0-7a39-4925-8fe3-506619fe0122","name":"OmniMD","domain":"omnimd.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":7,"mention_rate":25,"mention_breakdown":{"legacy":0,"listed":1,"context":6,"recommended":0,"warned_against":0},"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"2c55239b-79ca-4fc5-bd2c-7ac6058d3d4e","name":"Tempus","domain":"tempus.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e82370d9-d8e3-45ce-bbc0-d8a4bd6164a7","name":"eClinicalWorks","domain":"eclinicalworks.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"07cdb324-83e2-4d49-8c57-a9fa317ab19e","name":"SOAPNoteAI","domain":"soapnoteai.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":4,"mention_rate":14.3,"mention_breakdown":{"legacy":0,"listed":1,"context":3,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"eec078eb-b04c-489a-9506-68606f705e86","name":"drchrono","domain":"drchrono.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"all_mention_runs":3,"mention_rate":10.7,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"de02907b-1e1a-4cc3-9af9-e743d8240ebd","name":"Clinically AI","domain":"clinicalnotes.ai","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13,"all_mention_runs":3,"mention_rate":10.7,"mention_breakdown":{"legacy":0,"listed":1,"context":2,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d0b37de1-806b-45ef-adad-c91ea6798571","name":"ScribeBerry","domain":null,"recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"32168ee6-52dc-4617-9f47-a538942f40ef","name":"MediSummary","domain":"medisummary.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":20,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ff18b2ae-7daf-438c-bd8c-a874609319e8","name":"Wispr Flow","domain":"wisprflow.ai","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":20,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"285cf362-f5fc-461e-b192-5690752f5595","name":"MediScan","domain":"mediscan.ai","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":23,"all_mention_runs":2,"mention_rate":7.1,"mention_breakdown":{"legacy":0,"listed":1,"context":1,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"696f9f33-6a35-4dc6-9711-16983c12cdcf","name":"Pabau","domain":"pabau.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":24,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"3110a903-ced4-4c64-ae02-97e4fd23cfed","name":"Tebra","domain":"tebra.com","recommendation_share":3.6,"ci_low":0.6,"ci_high":17.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":26,"all_mention_runs":1,"mention_rate":3.6,"mention_breakdown":{"legacy":0,"listed":1,"context":0,"recommended":0,"warned_against":0},"per_engine":{"gemini":{"runs":7,"share":14.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":null,"score":null},"is_orbator_customer":false,"is_claimed":false}],"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","editorial":[{"id":"efdbb039-e980-496c-8e18-fe924a5ff886","section":"how_to_choose","body_md":"The seven sampled prompts split across five intents, and the leaders change with the question. Abridge led the best_in_category prompts about physicians, clinical staff and documentation assistants, recommended in 90% of those 10 runs. Scribe led the two problem-solving prompts about generating visit summaries and reducing administrative burnout, recommended in 50% of those 10 runs, and led the primary care versus specialist comparison prompt at 60% of 5 runs. Freed led the direct recommendation prompt about cutting documentation time, at 60% of 5 runs. On the alternatives prompt, Abridge, Freed and Heidi each reached 100% of 5 runs.\n\nSo the shortlist depends on how the question is framed. A buyer asking a broad category question and a buyer asking a workflow question drew different answers from the same window. No pricing facts are recorded for any of the five products in this snapshot.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T17:00:10.872Z"},{"id":"d6d893d7-d3cd-4e17-bfbf-fd32853c299a","section":"top_products","body_md":"Scribe holds a recommendation share of 54.3% of 35 sampled answers in the 4-week window to 2026-09-05. Its mention breakdown splits into 9 recommended and 10 listed. It was first recommendation in 9 runs, a first_rec_rate of 47.4%, the highest of the five. Engine spread runs from 71.4% of Claude's 14 answers and 71.4% of Gemini's 7 answers down to 28.6% of ChatGPT's 7 answers.\n\nAbridge also sits at 54.3% of 35 sampled answers in the same window, with 11 recommended and 8 listed, the largest recommended count in the top five. It was mentioned in 21 runs overall. Claude, Gemini and ChatGPT each recommended it in 57.1% of their answers, on 14, 7 and 7 runs. Perplexity was lowest at 42.9% of its 7 answers.\n\nFreed matches at 54.3% of 35 sampled answers, split 8 recommended and 11 listed. Its first_rec_rate is 5.3%. Perplexity recommended it most, 71.4% of that engine's 7 answers, and ChatGPT least, 28.6% of 7.\n\nHeidi reached 51.4% of 35 sampled answers, with 9 recommended and 9 listed. Claude recommended it in 64.3% of 14 answers, ChatGPT in 14.3% of 7.\n\nSuki reached 48.6% of 35 sampled answers, with 7 recommended and 10 listed. High engine Claude at 64.3% of 14 answers, low engine Perplexity at 28.6% of 7.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T17:00:10.876Z"},{"id":"93d863b5-bfbb-4cbb-9e5e-d9211da499df","section":"engine_disagreement","body_md":"The four engines did not settle on one leader among the top five. Claude recommended Scribe most, at 71.4% of Claude's 14 answers in the 4-week window to 2026-09-05. Gemini also led with Scribe, at 71.4% of Gemini's 7 answers. ChatGPT led with Abridge, at 57.1% of ChatGPT's 7 answers. Perplexity led with Freed, at 71.4% of Perplexity's 7 answers.\n\nThe widest gap between engines belongs to Heidi. ChatGPT recommended it in 14.3% of its 7 answers. Claude recommended it in 64.3% of its 14 answers. That is a spread of 50 points across the same window. Scribe shows a split of the same shape, recommended by Claude and Gemini at 71.4% and by ChatGPT and Perplexity at 28.6% of their 7 answers each. A shortlist drawn from one engine will not match a shortlist drawn from another.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T17:00:10.878Z"},{"id":"476cfb0f-197c-43fd-9f20-30478eb8a037","section":"what_moved","body_md":"This is the first measured window on record for AI tools for doctors and clinicians. It runs 2026-08-08 to 2026-09-05, 28 days, and covers 35 sampled answers across four engines. There is no prior window to compare against, so no entries, exits or share moves are recorded yet.\n\nThree products share the lead. Scribe, Abridge and Freed each hold a recommendation share of 54.3% of those 35 answers. Heidi follows at 51.4% and Suki at 48.6%. The confidence intervals overlap heavily, 38.2 to 69.5 for the three leaders and 33 to 64.4 for Suki, so the rank order between them is not settled by this window alone. Scribe was first recommendation in 9 runs, more than any other product here. The next window will show whether that holds.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T17:00:10.880Z"}]}