{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:ecowater-q121494222-answer-c57afb08661c8375d7ba","key":"buyer_question:ecowater-q121494222-answer-c57afb08661c8375d7ba","kind":"buyer_question","slug":"ecowater-q121494222-answer-c57afb08661c8375d7ba","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/ecowater-q121494222-answer-c57afb08661c8375d7ba","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/ecowater-q121494222-answer-c57afb08661c8375d7ba.json","datePublished":"2026-10-25","dateModified":"2026-10-25","materialFingerprint":"fnv1a64:42db60ed28b17071","membershipFingerprint":"fnv1a64:58d85e79fb819340","relatedEntitySlugs":["ecowater-q121494222"],"relatedSurfaceKeys":["buyer_question:ecowater-q121494222-answer-01262a386af510f1470d","buyer_question:ecowater-q121494222-answer-03f45b27bba2cc2c18b3","buyer_question:ecowater-q121494222-answer-6b85db3b10653006c2ee","buyer_question:ecowater-q121494222-answer-7bc4b783b05f5751360a","evidence:ecowater-q121494222"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"ecowater-q121494222-content-f671fd1159db23c8-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q121494222","sourceRevisionId":"Q121494222:content:7b746b5f51b08f74","sourceContentHash":"fnv1a64:5ce254cffd4890c4","recordRevisionId":"Q121494222:content:7b746b5f51b08f74","recordContentHash":"fnv1a64:b5f1eb756e3827ba","sourceCanonicalUrl":"https://www.ecowater.com/","sourceModifiedAt":"2026-10-25T21:10:16.552Z","observedOn":"2026-10-25","permission":{"basis":"public_information","evidenceUrl":"https://www.ecowater.com/"},"attributionUrl":"https://www.ecowater.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"Why choose EcoWater Water softeners?","summary":"Cited source answers across 1 active corpus record.","question":"Why choose EcoWater Water softeners?","answers":[{"entitySlug":"ecowater-q121494222","entityName":"EcoWater","answer":"“The biggest advantage we offer is our patented AI regeneration algorithm. EcoWater water softeners are designed to learn how much water your family uses and adapt, meaning fewer regeneration cycles and less salt that needs to be added to your system.”","sourceUrls":["https://www.ecowater.com/shopping-guide/faqs/"]}]}