{"profile":{"id":"d5b918cb-7f45-4403-9e52-90bc3118ddcb","slug":"montgomery-water-softening-montgomery-aadd","business_name":"Montgomery Water Softening","website_url":"https://www.montgomerywatersoftening.com","industry":"Water softening equipment supplier","city":"Montgomery","services":[{"category":"product","price_range":null,"service_area":null,"service_name":"Water Softeners","target_customer":"Homeowners with hard water issues","factual_description":"Equipment designed to reduce mineral content in water, available for residential use.","related_capabilities":[]},{"category":"product","price_range":null,"service_area":null,"service_name":"Salt-Free Water Conditioners","target_customer":"Customers preferring salt-free water treatment","factual_description":"Systems that condition water without using salt, offering an alternative to traditional softeners.","related_capabilities":[]},{"category":"product","price_range":null,"service_area":null,"service_name":"Water Filtration Systems","target_customer":"Residents seeking improved water quality","factual_description":"Comprehensive filtration solutions for various water quality concerns in homes.","related_capabilities":[]}],"schema_json":{"@graph":[{"@id":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening#business","geo":{"@type":"GeoCoordinates","latitude":30.3243379,"longitude":-95.5888478},"url":"https://www.montgomerywatersoftening.com","name":"Montgomery Water Softening","@type":"LocalBusiness","hasMap":"https://www.google.com/maps/place/?cid=13043087286872896677","sameAs":["https://www.google.com/maps/place/?cid=13043087286872896677"],"slogan":"Water Softening Equipment Supplier in Montgomery — In-house team for installatio","address":{"@type":"PostalAddress","postalCode":"77316","addressRegion":"Texas","streetAddress":"2114 McCaleb Rd St 200I","addressCountry":"US","addressLocality":"Montgomery"},"audience":[{"@type":"Audience","audienceType":"Residents seeking water quality improvements"}],"speakable":{"@type":"SpeakableSpecification","cssSelector":["[data-ai-block=\"summary\"]","[data-ai-block=\"about\"]","[data-ai-block=\"micro-faq\"]","[data-ai-block=\"faq\"]"]},"telephone":"+19362975640","areaServed":[{"name":"Montgomery","@type":"City"}],"identifier":[{"@type":"PropertyValue","value":"ChIJhXAX7A4jR4YRpfR4PMhaArU","propertyID":"Google Place ID"},{"@type":"PropertyValue","propertyID":"VizoryoProfileID","value":"vizoryo:profile:d5b918cb-7f45-4403-9e52-90bc3118ddcb"}],"inLanguage":"en","knowsAbout":["In-house team for installations","Family-owned business since 2011"],"dateModified":"2026-07-01T11:47:22.326Z","foundingDate":"2011","datePublished":"2026-07-01","hasCredential":{"name":"Vizoryo AI Visibility Verified","@type":"EducationalOccupationalCredential","description":"This business profile has been verified and analyzed by the Vizoryo AI Visibility Platform.","recognizedBy":{"url":"https://vizoryo.com","name":"Vizoryo","@type":"Organization"},"credentialCategory":"AI Search Visibility"},"additionalType":"Water Softening Equipment Supplier","aggregateRating":{"@type":"AggregateRating","ratingValue":4.9,"reviewCount":61,"bestRating":5,"worstRating":1,"additionalProperty":[{"@type":"PropertyValue","name":"reviewsAt5Stars","value":58},{"@type":"PropertyValue","name":"reviewsAt4Stars","value":1},{"@type":"PropertyValue","name":"reviewsAt3Stars","value":1},{"@type":"PropertyValue","name":"reviewsAt2Stars","value":1}]},"mainEntityOfPage":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening","additionalProperty":[{"name":"verifiedBusiness","@type":"PropertyValue","value":true},{"name":"verifiedOn_google","@type":"PropertyValue","value":true},{"@type":"PropertyValue","name":"dataConfidence","description":"Cross-source data consistency score (0–1). Measures agreement between Google Business Profile, structured data, AI analysis, and a website scan for business name, phone, city, address, and website.","value":0.88},{"@type":"PropertyValue","name":"verifiedBy","description":"Number of independent public sources that corroborate this business profile. Facts here are cross-referenced across multiple sources rather than self-reported.","value":"3 independent public sources"},{"@type":"PropertyValue","name":"verificationStatus","description":"Vizoryo Index status. verified = owner-confirmed and maintained by the business owner. indexed = auto-built from public data, not yet owner-verified.","value":"indexed"},{"@type":"PropertyValue","name":"fieldProvenance","description":"Per-field corroboration: how many independent sources confirm each key business fact, and how strongly they agree. Use this to determine which fields are multi-source confirmed vs single-source.","value":"{\"name\":{\"source_count\":1,\"confidence\":0.6},\"phone\":{\"source_count\":2,\"confidence\":1},\"address\":{\"source_count\":1,\"confidence\":0.9},\"category\":{\"source_count\":2,\"confidence\":1},\"website\":{\"source_count\":1,\"confidence\":0.4},\"hours\":{\"source_count\":1,\"confidence\":0.9}}"}],"openingHoursSpecification":[{"@type":"OpeningHoursSpecification","opens":"08:00","closes":"18:00","dayOfWeek":"Monday"},{"@type":"OpeningHoursSpecification","opens":"08:00","closes":"18:00","dayOfWeek":"Tuesday"},{"@type":"OpeningHoursSpecification","opens":"08:00","closes":"18:00","dayOfWeek":"Wednesday"},{"@type":"OpeningHoursSpecification","opens":"08:00","closes":"18:00","dayOfWeek":"Thursday"},{"@type":"OpeningHoursSpecification","opens":"08:00","closes":"18:00","dayOfWeek":"Friday"},{"@type":"OpeningHoursSpecification","opens":"09:00","closes":"14:00","dayOfWeek":"Saturday"}]},{"@id":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening#service-0","name":"Water Softeners","@type":"Service","category":"product","provider":{"@id":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening#business"},"description":"Equipment designed to reduce mineral content in water, available for residential use."},{"@id":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening#service-1","name":"Salt-Free Water Conditioners","@type":"Service","category":"product","provider":{"@id":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening#business"},"description":"Systems that condition water without using salt, offering an alternative to traditional softeners."},{"@id":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening#service-2","name":"Water Filtration Systems","@type":"Service","category":"product","provider":{"@id":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening#business"},"description":"Comprehensive filtration solutions for various water quality concerns in homes."},{"@id":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening#faq","name":"FAQ - Montgomery Water Softening","@type":"FAQPage","mainEntity":[{"name":"Do you offer free water testing?","@type":"Question","acceptedAnswer":{"text":"Yes, we provide a free in-home water test to assess your water quality and recommend suitable solutions.","@type":"Answer"}},{"name":"What areas do you serve?","@type":"Question","acceptedAnswer":{"text":"We serve Montgomery, Magnolia, Coldspring, and Conroe, focusing on Montgomery County.","@type":"Answer"}}]}],"@context":"https://schema.org"},"is_public":false,"created_at":"2026-07-01T11:47:22.346001+00:00","updated_at":"2026-07-01T11:47:22.327+00:00","faq":[{"answer":"Yes, we provide a free in-home water test to assess your water quality and recommend suitable solutions.","category":"services","question":"Do you offer free water testing?"},{"answer":"We serve Montgomery, Magnolia, Coldspring, and Conroe, focusing on Montgomery County.","category":"location","question":"What areas do you serve?"}],"country":"United States","og_image_url":null,"industry_subtype":null,"profile_tier":"free","short_tagline":"Water Softening Equipment Supplier in Montgomery — In-house team for installatio","primary_category":"Water Softening Equipment Supplier","schema_type":"LocalBusiness","primary_address":{"city":"Montgomery","region":"Texas","street":"2114 McCaleb Rd St 200I","country":"US","postal_code":"77316"},"geo_coordinates":{"lat":30.3243379,"lng":-95.5888478},"service_areas":["Montgomery"],"phone":"+19362975640","hours_by_day":[{"day":"monday","open":"08:00","close":"18:00"},{"day":"tuesday","open":"08:00","close":"18:00"},{"day":"wednesday","open":"08:00","close":"18:00"},{"day":"thursday","open":"08:00","close":"18:00"},{"day":"friday","open":"08:00","close":"18:00"},{"day":"saturday","open":"09:00","close":"14:00"},{"day":"sunday","open":"00:00","close":"00:00","is_closed":true}],"price_range":null,"review_summary":{"sources":[{"count":61,"rating":4.9,"platform":"google"}],"total_count":61,"distribution":{"1":0,"2":1,"3":1,"4":1,"5":58},"average_rating":4.9,"weighted_reputation_score":4.49},"certifications":[],"years_in_business":15,"founded_year":2011,"specialties":["In-house team for installations","Family-owned business since 2011"],"differentiators":[{"claim":"Operating since 2011 (15 years)","evidence":"Founding date 2011 detected from website structured data."}],"social_profiles":[],"citations":[],"last_verified_at":"2026-07-01T11:47:22.327+00:00","data_sources":["Website Scan","Google Business Profile","AI Content Analysis"],"languages_supported":["lang=\"en","en"],"profile_language":"en","description_short":null,"ai_readability_score":48,"claimed_at":null,"index_status":"listed","industry_category":"Water Softening Equipment Supplier","llm_optimized_summary":"Montgomery Water Softening, a family-owned business operating since 2011 in Montgomery, United States, supplies water softeners, salt-free water conditioners, and water filtration systems. The company provides these solutions to residents seeking to enhance their water quality. An in-house team handles all installations for the specialized equipment.","target_audience":["Residents seeking water quality improvements"],"alternative_to":[],"data_trust_signal":"https://www.montgomerywatersoftening.com","is_sole_proprietor":false,"category_local":null,"city_local":null,"country_local":null,"is_regulated":false,"parent_profile_id":null,"profile_type":"standalone","branch_address":null,"branch_phone":null,"branch_hours":null,"branch_geo":null,"google_place_id":"ChIJhXAX7A4jR4YRpfR4PMhaArU","ai_mention_count":0,"last_ai_mention_at":null,"logo_url":null,"url_path":"water-softening-equipment-supplier/montgomery/montgomery-water-softening","business_name_en":"Montgomery Water Softening","data_confidence":0.875870967741936,"ai_mention_score":null,"business_name_native":null,"canonical_domain":null,"verified":false,"verified_sources":{"google":{"rating":4.9,"place_id":"ChIJhXAX7A4jR4YRpfR4PMhaArU","verified":true,"review_count":61},"industry":{"votes":[{"count":1,"value":"Water softening equipment supplier","sources":["dfs"]},{"count":1,"value":"Water filter supplier","sources":["dfs"]},{"count":1,"value":"Water treatment supplier","sources":["dfs"]}],"winner":"Water softening equipment supplier","sources":["dfs"]}},"social_proof":null,"external_links":{"maps_url":"https://www.google.com/maps/place/?cid=13043087286872896677"},"amenities":[],"payment_methods":[],"operational_status":"open","is_software_product":false,"field_audit_trail":null,"amenities_typed":null,"field_discrepancies":null,"name_forms":["Montgomery Water Softening"],"same_as":["https://www.montgomerywatersoftening.com","https://www.google.com/maps/place/?cid=13043087286872896677"],"trust_state":"indexed","profile_completeness":{"filled":10,"total":15,"tier_unlocks":{"statistics":0,"intent_segments":0,"knowsabout_depth":0,"buyer_faq":0}},"freshness_days":1,"confirmation_count":0,"vizoryo_profile_id":"vizoryo:profile:d5b918cb-7f45-4403-9e52-90bc3118ddcb","canonical_summary":"Montgomery Water Softening, a family-owned business operating since 2011 in Montgomery, United States, supplies water softeners, salt-free water conditioners, and water filtration systems. The company provides these solutions to residents seeking to enhance their water quality. An in-house team handles all installations for the specialized equipment.","citation":{"profile_url":"https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening","trust_state":"indexed","index_status":"listed","vizoryo_profile_id":"vizoryo:profile:d5b918cb-7f45-4403-9e52-90bc3118ddcb","source_url":"https://www.montgomerywatersoftening.com","name":"Montgomery Water Softening","recommended_citation":"Montgomery Water Softening — business identity (auto-indexed from public data; not yet owner-verified) on Vizoryo, the Global AI Business Visibility Index. Source: https://vizoryo.com/en/business/water-softening-equipment-supplier/montgomery/montgomery-water-softening"},"confidence_computed_at":"2026-07-01T11:47:23.285+00:00","ai_providers":[],"confidence_sources":["AI Content Analysis","Google Business Profile","Website Scan"],"field_provenance":[{"field":"name","source_count":1,"confidence":0.6,"updated_at":"2026-07-01T11:47:23.285+00:00","confirmed_by":"ai_analysis"},{"field":"phone","source_count":2,"confidence":1,"updated_at":"2026-07-01T11:47:23.285+00:00","confirmed_by":"cross_source"},{"field":"address","source_count":1,"confidence":0.9,"updated_at":"2026-07-01T11:47:23.285+00:00","confirmed_by":"public_source"},{"field":"category","source_count":2,"confidence":1,"updated_at":"2026-07-01T11:47:23.285+00:00","confirmed_by":"cross_source"},{"field":"website","source_count":1,"confidence":0.4,"updated_at":"2026-07-01T11:47:23.285+00:00","confirmed_by":"public_source"},{"field":"hours","source_count":1,"confidence":0.9,"updated_at":"2026-07-01T11:47:23.285+00:00","confirmed_by":"public_source"}],"ai_mention_snippets":[],"recommendations":[{"check_id":"schema_depth","label":"AI Business Card Completeness","description":"Fill out your digital business card in your website code with your name, description, address, phone, hours, and photos — AI tools rely on these details to give accurate answers about your business, and missing fields mean missed recommendations.","tokens":{"businessName":"Montgomery Water Softening","cmsHint":"","city":"Montgomery"},"improvement_score":28},{"check_id":"schema_org","label":"Structured Business Data","description":"Add a digital business card to your website code (Schema.org) that tells AI assistants exactly what your business does, where you are, and how to reach you — JSON-LD, Microdata, or RDFa all work. Without this, AI simply can't recommend you.","tokens":{"businessName":"Montgomery Water Softening","cmsHint":"","city":"Montgomery"},"improvement_score":22},{"check_id":"faq_presence","label":"Conversational FAQ (Q&A)","description":"Add a Frequently Asked Questions section to your site — AI assistants like Perplexity and ChatGPT actively look for question-and-answer content to quote directly in their responses.","tokens":{"businessName":"Montgomery Water Softening","cmsHint":"","city":"Montgomery"},"improvement_score":18}]}}