{"profile":{"id":"b26a051e-be58-4ddd-b3c9-5497e603994e","slug":"half-shells-seafood-katy-d260","business_name":"Half Shells Seafood","website_url":"https://www.halfshellsseafoodgrill.com","industry":"Seafood","city":"Katy","services":[{"category":"product","price_range":null,"service_area":null,"service_name":"Fresh Seafood","target_customer":"Diners seeking coastal-inspired meals","factual_description":"A selection of fresh catches inspired by the Gulf Coast, including signature chalkboard specials.","related_capabilities":[]},{"category":"product","price_range":null,"service_area":null,"service_name":"Oysters","target_customer":"Guests looking for oyster bar experiences","factual_description":"A variety of oysters served in a casual oyster bar setting.","related_capabilities":[]},{"category":"product","price_range":null,"service_area":null,"service_name":"Coastal Classics","target_customer":"Customers desiring traditional Gulf Coast dishes","factual_description":"Dishes like shrimp tacos, blackened catfish, and po'boys.","related_capabilities":[]}],"schema_json":{"@graph":[{"@id":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood#business","geo":{"@type":"GeoCoordinates","latitude":29.741756,"longitude":-95.7748892},"url":"https://www.halfshellsseafoodgrill.com","name":"Half Shells Seafood","@type":"LocalBusiness","image":"https://cdn.prod.website-files.com/69a82998878192e715bc9d05/69a82d87404c5266c31403eb_Open%20Graph%20(4).png","hasMap":"https://www.google.com/maps/place/?cid=15175705246322126594","sameAs":["https://www.facebook.com/halfshells/","https://www.instagram.com/halfshells/?hl=en","https://www.linkedin.com/company/half-shells-seafood-grill","https://www.google.com/maps/place/?cid=15175705246322126594"],"address":{"@type":"PostalAddress","postalCode":"77494","addressRegion":"Texas","streetAddress":"23501 Cinco Ranch Blvd Ste 140, Katy, TX 77494","addressCountry":"US","addressLocality":"Katy"},"audience":[{"@type":"Audience","audienceType":"Families seeking casual dining"},{"@type":"Audience","audienceType":"Friends gathering for happy hour"},{"@type":"Audience","audienceType":"Locals desiring Gulf Coast flavors"}],"speakable":{"@type":"SpeakableSpecification","cssSelector":["[data-ai-block=\"summary\"]","[data-ai-block=\"about\"]","[data-ai-block=\"micro-faq\"]","[data-ai-block=\"faq\"]"]},"telephone":"+12816933474","areaServed":[{"name":"Katy","@type":"City"}],"identifier":[{"@type":"PropertyValue","value":"ChIJO1V08FEhQYYRAu8PZ4TvmtI","propertyID":"Google Place ID"},{"@type":"PropertyValue","value":"vizoryo:profile:b26a051e-be58-4ddd-b3c9-5497e603994e","propertyID":"VizoryoProfileID"}],"priceRange":"$$","description":"Katy seafood restaurant Half Shells Seafood serves fresh seafood, oysters, and coastal classics. The establishment caters to families seeking casual dining and friends gathering for happy hour. It aims to provide locals with Gulf Coast flavors.","dateModified":"2026-06-17","datePublished":"2026-06-17","additionalType":"Seafood","mainEntityOfPage":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood","openingHoursSpecification":[{"@type":"OpeningHoursSpecification","opens":"11:00","closes":"21:00","dayOfWeek":"Monday"},{"@type":"OpeningHoursSpecification","opens":"11:00","closes":"21:00","dayOfWeek":"Tuesday"},{"@type":"OpeningHoursSpecification","opens":"11:00","closes":"21:00","dayOfWeek":"Wednesday"},{"@type":"OpeningHoursSpecification","opens":"11:00","closes":"21:00","dayOfWeek":"Thursday"},{"@type":"OpeningHoursSpecification","opens":"11:00","closes":"22:00","dayOfWeek":"Friday"},{"@type":"OpeningHoursSpecification","opens":"11:00","closes":"22:00","dayOfWeek":"Saturday"},{"@type":"OpeningHoursSpecification","opens":"11:00","closes":"21:00","dayOfWeek":"Sunday"}],"additionalProperty":[{"@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":0.86},{"@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\":1,\"confidence\":0.9},\"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}}"}]},{"@id":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood#service-0","name":"Fresh Seafood","@type":"Service","category":"product","provider":{"@id":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood#business"},"areaServed":{"name":"Katy","@type":"City"},"description":"A selection of fresh catches inspired by the Gulf Coast, including signature chalkboard specials."},{"@id":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood#service-1","name":"Oysters","@type":"Service","category":"product","provider":{"@id":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood#business"},"areaServed":{"name":"Katy","@type":"City"},"description":"A variety of oysters served in a casual oyster bar setting."},{"@id":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood#service-2","name":"Coastal Classics","@type":"Service","category":"product","provider":{"@id":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood#business"},"areaServed":{"name":"Katy","@type":"City"},"description":"Dishes like shrimp tacos, blackened catfish, and po'boys."},{"@id":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood#faq","name":"FAQ - Half Shells Seafood","@type":"FAQPage","mainEntity":[{"name":"What kind of atmosphere does Half Shells Seafood offer?","@type":"Question","acceptedAnswer":{"text":"Half Shells Seafood provides a welcoming neighborhood atmosphere, designed as a casual oyster bar where friends and families can gather.","@type":"Answer"}}]}],"@context":"https://schema.org"},"is_public":false,"created_at":"2026-06-17T01:51:30.687196+00:00","updated_at":"2026-07-05T18:52:38.775+00:00","faq":[{"answer":"Half Shells Seafood provides a welcoming neighborhood atmosphere, designed as a casual oyster bar where friends and families can gather.","category":"general","question":"What kind of atmosphere does Half Shells Seafood offer?"}],"country":"United States","og_image_url":"https://cdn.prod.website-files.com/69a82998878192e715bc9d05/69a82d87404c5266c31403eb_Open%20Graph%20(4).png","industry_subtype":null,"profile_tier":"free","short_tagline":"Seafood in Katy — Welcoming neighborhood atmosphere","primary_category":"Seafood","schema_type":"LocalBusiness","primary_address":{"city":"Katy","region":"Texas","street":"23501 Cinco Ranch Blvd Ste 140, Katy, TX 77494","country":"US","postal_code":"77494"},"geo_coordinates":{"lat":29.741756,"lng":-95.7748892},"service_areas":["Katy"],"phone":"+12816933474","hours_by_day":[{"day":"monday","open":"11:00","close":"21:00"},{"day":"tuesday","open":"11:00","close":"21:00"},{"day":"wednesday","open":"11:00","close":"21:00"},{"day":"thursday","open":"11:00","close":"21:00"},{"day":"friday","open":"11:00","close":"22:00"},{"day":"saturday","open":"11:00","close":"22:00"},{"day":"sunday","open":"11:00","close":"21:00"}],"price_range":"$$","review_summary":{"sources":[{"count":1067,"rating":4.3,"platform":"google"}],"total_count":1067,"distribution":{"1":63,"2":36,"3":91,"4":206,"5":671},"average_rating":4.3,"weighted_reputation_score":4.28},"certifications":[],"years_in_business":null,"founded_year":null,"specialties":[],"differentiators":[],"social_profiles":[{"url":"https://www.facebook.com/halfshells/","platform":"facebook"},{"url":"https://www.instagram.com/halfshells/?hl=en","platform":"instagram"},{"url":"https://www.linkedin.com/company/half-shells-seafood-grill","platform":"linkedin"}],"citations":[],"last_verified_at":"2026-06-17T01:51:30.671+00:00","data_sources":["Website Scan","Social Media Profiles","AI Content Analysis"],"languages_supported":["en"],"profile_language":"en","ai_readability_score":45,"claimed_at":null,"index_status":"listed","industry_category":"Seafood","llm_optimized_summary":"Katy seafood restaurant Half Shells Seafood serves fresh seafood, oysters, and coastal classics. The establishment caters to families seeking casual dining and friends gathering for happy hour. It aims to provide locals with Gulf Coast flavors.","target_audience":["Families seeking casual dining","Friends gathering for happy hour","Locals desiring Gulf Coast flavors"],"alternative_to":[],"data_trust_signal":"https://www.halfshellsseafoodgrill.com","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":"ChIJO1V08FEhQYYRAu8PZ4TvmtI","ai_mention_count":0,"last_ai_mention_at":null,"logo_url":"https://cdn.prod.website-files.com/69a82998878192e715bc9d05/69a82f13755d431ec8f8aabc_Web%20Clip%20(11).png","url_path":"seafood/katy/half-shells-seafood","business_name_en":"Half Shells Seafood","data_confidence":0.864903225806452,"ai_mention_score":null,"business_name_native":null,"canonical_domain":null,"verified":false,"verified_sources":null,"social_proof":null,"external_links":{"maps_url":"https://www.google.com/maps/place/?cid=15175705246322126594","facebook_url":"https://www.facebook.com/halfshells/","linkedin_url":"https://www.linkedin.com/company/half-shells-seafood-grill","instagram_url":"https://www.instagram.com/halfshells/?hl=en"},"amenities":[],"payment_methods":[],"operational_status":"open","is_software_product":false,"field_audit_trail":null,"amenities_typed":null,"name_forms":["Half Shells Seafood"],"same_as":["https://www.halfshellsseafoodgrill.com","https://www.google.com/maps/place/?cid=15175705246322126594","https://www.facebook.com/halfshells/","https://www.instagram.com/halfshells/?hl=en","https://www.linkedin.com/company/half-shells-seafood-grill"],"trust_state":"indexed","profile_completeness":{"filled":13,"total":15,"tier_unlocks":{"statistics":0,"intent_segments":0,"knowsabout_depth":0,"buyer_faq":0}},"freshness_days":45,"confirmation_count":0,"vizoryo_profile_id":"vizoryo:profile:b26a051e-be58-4ddd-b3c9-5497e603994e","canonical_summary":"Katy seafood restaurant Half Shells Seafood serves fresh seafood, oysters, and coastal classics. The establishment caters to families seeking casual dining and friends gathering for happy hour. It aims to provide locals with Gulf Coast flavors.","citation":{"profile_url":"https://vizoryo.com/en/business/seafood/katy/half-shells-seafood","trust_state":"indexed","index_status":"listed","vizoryo_profile_id":"vizoryo:profile:b26a051e-be58-4ddd-b3c9-5497e603994e","source_url":"https://www.halfshellsseafoodgrill.com","name":"Half Shells Seafood","recommended_citation":"Half Shells Seafood — 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/seafood/katy/half-shells-seafood"},"confidence_computed_at":"2026-07-05T18:52:38.91+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":"2026-07-05T18:52:38.91+00:00","confirmed_by":"ai_analysis"},{"field":"phone","source_count":1,"confidence":0.9,"updated_at":"2026-07-05T18:52:38.91+00:00","confirmed_by":"public_source"},{"field":"address","source_count":1,"confidence":0.9,"updated_at":"2026-07-05T18:52:38.91+00:00","confirmed_by":"public_source"},{"field":"category","source_count":2,"confidence":1,"updated_at":"2026-07-05T18:52:38.91+00:00","confirmed_by":"cross_source"},{"field":"website","source_count":1,"confidence":0.4,"updated_at":"2026-07-05T18:52:38.91+00:00","confirmed_by":"public_source"},{"field":"hours","source_count":1,"confidence":0.9,"updated_at":"2026-07-05T18:52:38.91+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":"Half Shells Seafood","cmsHint":"","city":"Katy"},"priority":"high"},{"check_id":"service_pages","label":"Service Pages Coverage","description":"Create a separate page for each service or product you offer — AI tools need individual pages to recommend you for specific searches like \"best plumber near me\" or \"birthday cakes in Tel Aviv\".","tokens":{"businessName":"Half Shells Seafood","cmsHint":"","city":"Katy"},"priority":"high"},{"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":"Half Shells Seafood","cmsHint":"","city":"Katy"},"priority":"high"}]}}