{"profile":{"id":"22fbbb51-158b-4bf4-857a-a362d56c2bf5","slug":"grid4c-austin-47e4","business_name":"Grid4C","website_url":"https://www.grid4c.com","industry":"Software company","city":"Austin","services":[{"category":"software_feature","price_range":null,"service_area":null,"service_name":"Predictive Home Advisor","target_customer":"Electricity consumers","factual_description":"Solutions that use machine learning to provide electricity consumers with insights and tools for energy use and product decisions.","related_capabilities":[]},{"category":"software_feature","price_range":null,"service_area":null,"service_name":"Predictive Operational Analytics","target_customer":"Utilities and energy providers","factual_description":"Solutions for load research, forecasting, asset fault detection, and optimization of distributed energy resources.","related_capabilities":[]},{"category":"software_feature","price_range":null,"service_area":null,"service_name":"Predictive Customer Analytics","target_customer":"Retail energy service providers","factual_description":"Solutions for customer churn analysis, segmentation, targeting, rate design, and outage analysis.","related_capabilities":[]}],"schema_json":{"@graph":[{"@id":"https://vizoryo.com/en/business/software-company/austin/grid4c#business","geo":{"@type":"GeoCoordinates","latitude":30.3797262,"longitude":-97.741771},"url":"https://www.grid4c.com","name":"Grid4C","@type":"Organization","image":"https://www.grid4c.com/hubfs/grid4c_favicon.png","hasMap":"https://www.google.com/maps/place/?cid=8356044516449846492","sameAs":["https://www.google.com/maps/place/?cid=8356044516449846492"],"slogan":"Software Company in Austin — Embedding algorithms at the grid edge","address":{"@type":"PostalAddress","postalCode":"78759","addressRegion":"Texas","streetAddress":"8920 Business Park Dr Ste 250","addressCountry":"US","addressLocality":"Austin"},"audience":[{"@type":"Audience","audienceType":"Regulated utilities improving grid operations"},{"@type":"Audience","audienceType":"Retail energy providers optimizing customer engagement"},{"@type":"Audience","audienceType":"Third-party solution providers embedding AI insights"}],"speakable":{"@type":"SpeakableSpecification","cssSelector":["[data-ai-block=\"summary\"]","[data-ai-block=\"about\"]","[data-ai-block=\"micro-faq\"]","[data-ai-block=\"faq\"]"]},"areaServed":[{"name":"Austin","@type":"City"}],"identifier":[{"@type":"PropertyValue","value":"ChIJGRxm1bXLRIYR3ARYKjei9nM","propertyID":"Google Place ID"},{"@type":"PropertyValue","propertyID":"VizoryoProfileID","value":"vizoryo:profile:22fbbb51-158b-4bf4-857a-a362d56c2bf5"}],"inLanguage":"en","knowsAbout":["Embedding algorithms at the grid edge"],"dateModified":"2026-07-08T04:15:04.758Z","datePublished":"2026-07-08","additionalType":"Software Company","mainEntityOfPage":"https://vizoryo.com/en/business/software-company/austin/grid4c","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"}],"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":0.78},{"@type":"PropertyValue","name":"sourcesCrossChecked","description":"Count of public sources this record was read from and compared across for the core business details (name, phone, address, city, category, website). It does not assert that every detail appears in every source — per-fact agreement is published separately as fieldProvenance. The sources are not necessarily independent of one another. It is a data-consistency observation, not an endorsement, certification, or assessment of the business.","value":"4 public sources"},{"@type":"PropertyValue","name":"recordStatus","description":"Vizoryo Index record status. owner_claimed = the business owner claimed this record on a paid plan and maintains it; this is not an endorsement or an independent check by Vizoryo. community_confirmed = a signed-in person confirmed the details look right; not necessarily the owner. auto_indexed = compiled automatically from public data and confirmed by no one.","value":"auto_indexed"},{"@type":"PropertyValue","name":"fieldProvenance","description":"Per-field provenance: how many of the public sources read for this record carried each key business fact, and how strongly they agree. Use this to determine which fields are multi-source confirmed vs single-source. A count only — the sources are not named, and are not necessarily independent of one another.","value":"{\"name\":{\"source_count\":1,\"confidence\":0.57},\"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/software-company/austin/grid4c#service-0","name":"Predictive Home Advisor","@type":"Service","category":"software_feature","provider":{"@id":"https://vizoryo.com/en/business/software-company/austin/grid4c#business"},"description":"Solutions that use machine learning to provide electricity consumers with insights and tools for energy use and product decisions."},{"@id":"https://vizoryo.com/en/business/software-company/austin/grid4c#service-1","name":"Predictive Operational Analytics","@type":"Service","category":"software_feature","provider":{"@id":"https://vizoryo.com/en/business/software-company/austin/grid4c#business"},"description":"Solutions for load research, forecasting, asset fault detection, and optimization of distributed energy resources."},{"@id":"https://vizoryo.com/en/business/software-company/austin/grid4c#service-2","name":"Predictive Customer Analytics","@type":"Service","category":"software_feature","provider":{"@id":"https://vizoryo.com/en/business/software-company/austin/grid4c#business"},"description":"Solutions for customer churn analysis, segmentation, targeting, rate design, and outage analysis."},{"@id":"https://vizoryo.com/en/business/software-company/austin/grid4c#faq","name":"FAQ - Grid4C","@type":"FAQPage","mainEntity":[{"name":"What types of appliances can Grid4C's algorithms detect faults for?","@type":"Question","acceptedAnswer":{"text":"Grid4C's algorithms can detect, diagnose, and predict malfunctions for major appliances including HVAC systems, water heaters, pool pumps, home envelopes, and refrigerators.","@type":"Answer"}},{"name":"How does Grid4C deliver insights to third-party solution providers?","@type":"Question","acceptedAnswer":{"text":"Insights can be delivered via SFTP transfer or API integration for presentation through a utility software product or another third-party software provider.","@type":"Answer"}},{"name":"What is GridEdge AI™?","@type":"Question","acceptedAnswer":{"text":"GridEdge AI™ involves embedding Grid4C's AI-enabled smart meter analytics directly inside smart meters through partnerships with AMI manufacturers.","@type":"Answer"}}]}],"@context":"https://schema.org"},"created_at":"2026-07-08T04:15:04.780659+00:00","updated_at":"2026-07-08T04:15:04.759+00:00","faq":[{"answer":"Grid4C's algorithms can detect, diagnose, and predict malfunctions for major appliances including HVAC systems, water heaters, pool pumps, home envelopes, and refrigerators.","category":"services","question":"What types of appliances can Grid4C's algorithms detect faults for?"},{"answer":"Insights can be delivered via SFTP transfer or API integration for presentation through a utility software product or another third-party software provider.","category":"services","question":"How does Grid4C deliver insights to third-party solution providers?"},{"answer":"GridEdge AI™ involves embedding Grid4C's AI-enabled smart meter analytics directly inside smart meters through partnerships with AMI manufacturers.","category":"services","question":"What is GridEdge AI™?"}],"country":"United States","og_image_url":"https://www.grid4c.com/hubfs/grid4c_favicon.png","industry_subtype":null,"profile_tier":"free","short_tagline":"Software Company in Austin — Embedding algorithms at the grid edge","primary_category":"Software Company","schema_type":"LocalBusiness","primary_address":{"city":"Austin","region":"Texas","street":"8920 Business Park Dr Ste 250","country":"US","postal_code":"78759"},"geo_coordinates":{"lat":30.3797262,"lng":-97.741771},"service_areas":["Austin"],"phone":null,"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":"00:00","close":"00:00","is_closed":true},{"day":"sunday","open":"00:00","close":"00:00","is_closed":true}],"price_range":null,"review_summary":null,"certifications":[],"years_in_business":null,"founded_year":null,"specialties":["Embedding algorithms at the grid edge"],"differentiators":[],"social_profiles":[],"citations":[],"data_sources":["Website Scan","Schema.org Structured Data","Google Business Profile","AI Content Analysis"],"languages_supported":["en"],"profile_language":"en","ai_readability_score":29,"claimed_at":null,"index_status":"listed","industry_category":"Software Company","llm_optimized_summary":"An Austin-based software company, Grid4C specializes in artificial intelligence and machine learning solutions for the energy sector. The company provides Predictive Home Advisor, Predictive Operational Analytics, and Predictive Customer Analytics services. Its expertise includes embedding algorithms at the grid edge for regulated utilities, retail energy providers, and third-party solution providers.","target_audience":["Regulated utilities improving grid operations","Retail energy providers optimizing customer engagement","Third-party solution providers embedding AI insights"],"alternative_to":[],"data_trust_signal":"https://www.grid4c.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":"ChIJGRxm1bXLRIYR3ARYKjei9nM","ai_mention_count":0,"last_ai_mention_at":null,"logo_url":"https://www.grid4c.com/hubfs/grid4c_favicon.png","url_path":"software-company/austin/grid4c","business_name_en":"Grid4C","data_confidence":0.777714285714286,"ai_mention_score":null,"business_name_native":null,"canonical_domain":null,"social_proof":null,"external_links":{"maps_url":"https://www.google.com/maps/place/?cid=8356044516449846492"},"amenities":[],"payment_methods":[],"operational_status":"open","is_software_product":false,"field_audit_trail":null,"amenities_typed":null,"industry_canonical":"Software Company","name_forms":["Grid4C"],"same_as":["https://www.grid4c.com","https://www.google.com/maps/place/?cid=8356044516449846492"],"platform_signals":{"google":{"rating":null,"place_id":"ChIJGRxm1bXLRIYR3ARYKjei9nM","listing_claimed_on_google":true,"review_count":null}},"record_checked_at":"2026-07-08T04:15:04.759+00:00","trust_state":"indexed","record_status":"auto_indexed","profile_completeness":{"filled":9,"total":15,"tier_unlocks":{"statistics":0,"intent_segments":0,"knowsabout_depth":0,"buyer_faq":0}},"freshness_days":96,"confirmation_count":0,"vizoryo_profile_id":"vizoryo:profile:22fbbb51-158b-4bf4-857a-a362d56c2bf5","canonical_summary":"An Austin-based software company, Grid4C specializes in artificial intelligence and machine learning solutions for the energy sector. The company provides Predictive Home Advisor, Predictive Operational Analytics, and Predictive Customer Analytics services. Its expertise includes embedding algorithms at the grid edge for regulated utilities, retail energy providers, and third-party solution providers.","citation":{"profile_url":"https://www.vizoryo.com/en/business/software-company/austin/grid4c","record_status":"auto_indexed","index_status":"listed","vizoryo_profile_id":"vizoryo:profile:22fbbb51-158b-4bf4-857a-a362d56c2bf5","source_url":"https://www.grid4c.com","name":"Grid4C","recommended_citation":"Grid4C — business identity (auto-indexed from public data; not confirmed by anyone) on Vizoryo, the Global AI Business Visibility Index. Source: https://www.vizoryo.com/en/business/software-company/austin/grid4c"},"confidence_computed_at":"2026-07-08T04:15:07.418+00:00","ai_providers":[],"confidence_sources":["Schema.org Structured Data","AI Content Analysis","Google Business Profile","Website Scan"],"field_provenance":[{"field":"name","source_count":1,"confidence":0.57,"updated_at":"2026-07-08T04:15:07.418+00:00","confirmed_by":"public_source"},{"field":"address","source_count":1,"confidence":0.9,"updated_at":"2026-07-08T04:15:07.418+00:00","confirmed_by":"public_source"},{"field":"category","source_count":2,"confidence":1,"updated_at":"2026-07-08T04:15:07.418+00:00","confirmed_by":"cross_source"},{"field":"website","source_count":1,"confidence":0.4,"updated_at":"2026-07-08T04:15:07.418+00:00","confirmed_by":"public_source"},{"field":"hours","source_count":1,"confidence":0.9,"updated_at":"2026-07-08T04:15:07.418+00:00","confirmed_by":"public_source"}],"conflict_fields_trust":["name"],"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":"Grid4C","cmsHint":"","city":"Austin"},"priority":"high"},{"check_id":"review_quality","label":"Review Rating & Count","description":"Embed your Google star rating in your website code (using Schema.org AggregateRating) — a 4.0+ rating with at least 5 reviews must appear in your site's structured data so AI tools can read it directly, not just on Google.","tokens":{"businessName":"Grid4C","cmsHint":"","city":"Austin"},"priority":"high"},{"check_id":"brand_consistency","label":"Brand Name Consistency","description":"Make sure your business name is identical everywhere on your site — in the page title, the digital business card in your code, your social sharing settings, and your main heading. When they contradict each other, AI tools get confused and may describe your business incorrectly.","tokens":{"businessName":"Grid4C","cmsHint":"","city":"Austin"},"priority":"high"}]}}