Dataset Viewer
business_description
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|---|---|---|---|---|---|---|
A corporate finance advisory firm that offers a range of services, including strategic advisory, capital raising, mergers and acquisitions, and restructuring, to publicly traded companies and private businesses across various industries.
|
[
"corporatecatalyst.com",
"transactionexperts.net",
"businessgrowthpartners.org"
] |
standard
|
claude_api
| null | null | null |
A healthcare consulting firm that provides strategic advisory services, process optimization, and technology implementation support to hospitals, clinics, and other medical organizations, helping them improve operational efficiency, patient experience, and financial performance.
|
[
"healthcareconsult.com",
"medoptimize.net",
"clinicalsolutions.org"
] |
standard
|
claude_api
| null | null | null |
A real estate technology startup providing a comprehensive platform for real estate investors. Offering a suite of tools for property analysis, portfolio management, and AI-powered investment decision-making.
|
[
"RealtyInsights.com",
"InvestorHub.net",
"PropertyAdvisor.org"
] |
standard
|
claude_api
| null | null | null |
Zephyr Consulting Solutions: Harnessing the power of change to drive business success. We offer specialized consulting services in the areas of operational efficiency, risk management, and organizational optimization.
|
[
"zephyrconsultingsolutions.com",
"zephyroperationalexcellence.com",
"zephyrorganizationaltransformation.com"
] |
standard
|
claude_api
| null | null | null |
A modern outdoor gear and apparel store catering to adventurous individuals who love exploring the great outdoors. Offering high-performance equipment, technical clothing, and expert guidance for activities like hiking, camping, and cycling.
|
[
"AdventureOutfitters.com",
"OutdoorEssentials.com",
"ExploreEquipment.com"
] |
standard
|
claude_api
| null | null | null |
A digital health platform that leverages artificial intelligence and machine learning to provide personalized, evidence-based recommendations for preventive care and lifestyle modifications to improve overall health and wellbeing.
|
[
"healthprecision.com",
"aihealth.net",
"wellnessadvisor.org"
] |
standard
|
claude_api
| null | null | null |
A boutique wealth management firm that specializes in providing comprehensive financial planning, investment management, and tax optimization strategies for high-net-worth individuals, families, and closely-held businesses.
|
[
"carvelinvestments.com",
"oakmontwealth.com",
"valiantadvisors.com"
] |
standard
|
claude_api
| null | null | null |
A premier manufacturer of premium, custom-made furniture and home decor products. Combining exceptional craftsmanship, high-quality materials, and innovative design to create unique, long-lasting pieces for residential and commercial clients.
|
[
"customfurnitureproduction.com",
"premiumhomegoods.net",
"innovativeinteriordesign.org"
] |
standard
|
claude_api
| null | null | null |
A specialty boutique offering a curated selection of artisanal home decor, sustainable fashion, and locally sourced gifts.
|
[
"TheVintageLoft.com",
"ArtisanHaven.net",
"SustainableStyleShop.org"
] |
standard
|
claude_api
| null | null | null |
Innovative educational content creation studio that produces high-quality, engaging multimedia learning materials, including interactive videos, simulations, and gamified lessons, to support modern and effective teaching methods.
|
[
"eduproduce.com",
"learningcreative.net",
"educationalcontent.org"
] |
standard
|
claude_api
| null | null | null |
A innovative healthcare technology company leveraging the power of artificial intelligence and machine learning to create revolutionary medical imaging analysis and diagnosis tools.
|
[
"aimedicalanalytics.com",
"intellidiagnostics.net",
"medtechbreakthroughs.io"
] |
standard
|
claude_api
| null | null | null |
Specialty coffee roastery and café featuring a rotating selection of ethically sourced, single-origin coffee beans and signature espresso drinks. Emphasis on sustainability, traceability, and community engagement.
|
[
"RoasteryCollective.com",
"EthicalEspresso.com",
"BeantoBarista.com"
] |
standard
|
claude_api
| null | null | null |
A smart home technology company that designs and manufactures a range of connected devices and integrated home automation systems, including smart lighting, security systems, climate control, and energy management solutions, to help homeowners create more efficient, convenient, and eco-friendly living environments.
|
[
"SmartHomeTech.com",
"ConnectedHomes.net",
"HomeAutomation.io"
] |
standard
|
claude_api
| null | null | null |
A community-supported agriculture (CSA) program that delivers weekly boxes of fresh, organic produce, herbs, and other farm-fresh goods directly to customers' homes, supporting local growers.
|
[
"LocalFarmDelivery.com",
"OrganicCSABoxes.com",
"FarmToHomeProgram.com"
] |
standard
|
claude_api
| null | null | null |
A highly specialized manufacturer of precision optical components and devices. We leverage advanced manufacturing techniques, stringent quality control, and a deep understanding of optical science to produce world-class products for the optics and photonics industries.
|
[
"opticalmanufacturing.com",
"precisionoptics.net",
"advancedphotonics.org"
] |
standard
|
claude_api
| null | null | null |
Revolutionary comprehensive enterprise-level business intelligence analytics platform providing actionable insights for data-driven decision making across multiple industry verticals
|
[
"revolutionar.com",
"revolutionar.org",
"revolutionar.net"
] |
long
|
manual_edge
|
edge
| true | null |
Professional beard oil sommelier
|
[
"professional.com",
"professional.org",
"professional.net"
] |
niche
|
manual_edge
|
edge
| true | null |
A specialty automotive e-commerce platform that offers a curated selection of the latest high-performance parts, accessories, and customization solutions for enthusiasts and tuning professionals.
|
[
"HighPerformanceAutoParts.com",
"AutoEnthusiastMarketplace.com",
"TuningGarage.com"
] |
standard
|
claude_api
| null | null | null |
A cutting-edge manufacturer of high-performance, sustainable building materials. We combine advanced materials science, innovative manufacturing processes, and a commitment to environmental responsibility to develop innovative solutions that help our customers build a better, more sustainable future.
|
[
"greenbuildingmaterials.com",
"sustainablemanufacturing.net",
"advancedconstructiontech.org"
] |
standard
|
claude_api
| null | null | null |
A financial technology startup that has developed a next-generation digital platform for peer-to-peer lending, enabling individual and institutional investors to directly fund personal and small business loans with competitive returns and lower risk.
|
[
"lendingcircle.com",
"peertopeerfinance.net",
"investorslendinghub.org"
] |
standard
|
claude_api
| null | null | null |
An online platform that provides personalized learning plans and interactive content for students of all ages, helping them achieve their academic goals through a tailored educational experience.
|
[
"learnwisely.com",
"personalizedacademy.net",
"edufocus.org"
] |
standard
|
claude_api
| null | null | null |
A nonprofit organization that provides educational workshops, mentorship programs, and scholarships to help underserved communities access quality STEM (Science, Technology, Engineering, and Mathematics) learning opportunities.
|
[
"stemfutures.org",
"learntorise.com",
"communityeducation.net"
] |
standard
|
claude_api
| null | null | null |
A leading provider of enterprise software solutions that streamline business processes and improve organizational efficiency. It offers a suite of integrated applications, including ERP, CRM, and project management tools, tailored to the specific needs of different industries.
|
[
"synergysuite.com",
"enterpriseOS.net",
"businesscentral.io"
] |
standard
|
claude_api
| null | null | null |
A real estate investment trust (REIT) focused on the acquisition and management of retail properties in high-growth urban and suburban markets. We provide our investors with exposure to a diversified portfolio of commercial real estate assets.
|
[
"RetailRealtyTrust.com",
"UrbanCommercialREIT.net",
"SuburbaneShoppingReit.org"
] |
standard
|
claude_api
| null | null | null |
A healthcare technology company that develops and implements cloud-based electronic health record (EHR) systems and practice management solutions to improve efficiency, data management, and patient outcomes for healthcare providers.
|
[
"healthcareit.com",
"medsolutions.net",
"practiceoptimizer.org"
] |
standard
|
claude_api
| null | null | null |
A specialty gift and stationery store, offering a unique collection of handcrafted, personalized, and artisanal greeting cards, gifts, and office supplies. Catering to individuals seeking to express their personal style and creativity through thoughtful gift-giving and stationery.
|
[
"PenandPaper.com",
"CustomizeYourStyle.com",
"ArtisanalGifts.com"
] |
standard
|
claude_api
| null | null | null |
A medical simulation and training company that develops cutting-edge virtual reality and augmented reality technologies to provide immersive, realistic training experiences for healthcare professionals, enhancing their skills and preparing them for real-world scenarios.
|
[
"medsimulate.com",
"healthcare-vr.net",
"medicaltrainingsolutions.org"
] |
standard
|
claude_api
| null | null | null |
A gourmet food truck specializing in locally-sourced, artisanal sandwiches and handcrafted beverages. The menu features a rotating selection of fresh, seasonal ingredients curated by a team of passionate chefs.
|
[
"GourmetFoodTruck.com",
"ArtisanalSandwiches.net",
"LocallyFlavored.org"
] |
standard
|
claude_api
| null | null | null |
A virtual reality (VR) and augmented reality (AR) studio that creates immersive experiences for entertainment, education, and enterprise applications.
|
[
"realityrealm.com",
"visionaryxr.net",
"augmentedarts.io"
] |
standard
|
claude_api
| null | null | null |
A commercial real estate advisory firm that offers comprehensive services, including property valuation, leasing, and investment analysis. We leverage our market expertise and industry relationships to help our clients achieve their business goals.
|
[
"CommercialRealtyAdvisors.com",
"CRERxpert.net",
"InvestmentPropertyGroup.org"
] |
standard
|
claude_api
| null | null | null |
Beacon Advisors: Guiding clients towards sustainable success through data-driven insights, innovative solutions, and strategic foresight.
|
[
"beaconadvisors.com",
"insightfulguidance.net",
"strategicforesight.org"
] |
standard
|
claude_api
| null | null | null |
A financial compliance and risk management consultancy that helps organizations navigate complex regulatory environments, implement robust governance frameworks, and mitigate operational and reputational risks.
|
[
"compliancepartners.com",
"riskmanagement.net",
"governancesolutions.io"
] |
standard
|
claude_api
| null | null | null |
A contemporary furniture and home decor store, featuring a wide range of modern, minimalist, and Scandinavian-inspired designs. Catering to design-conscious individuals seeking to create beautiful and functional living spaces.
|
[
"ModernHomeConcepts.com",
"ScandiChicInteriors.com",
"MinimalistHouse.com"
] |
standard
|
claude_api
| null | null | null |
Artisanal hand-crafted organic locally-sourced sustainable eco-friendly fair-trade small-batch premium specialty products
|
[
"artisanal.com",
"artisanal.org",
"artisanal.net"
] |
long
|
manual_edge
|
edge
| true | null |
A cybersecurity consulting firm that provides comprehensive risk assessment, vulnerability management, and incident response services to organizations across various industries. They use cutting-edge security technologies and industry best practices to protect clients from evolving threats.
|
[
"cybershieldconsulting.com",
"secureaccess.net",
"guardianedgesecurity.org"
] |
standard
|
claude_api
| null | null | null |
A real estate brokerage that specializes in the sale and leasing of industrial and logistics properties, providing comprehensive market analysis, site selection, and transaction support services to help businesses and investors capitalize on the growing demand for industrial and warehouse spaces.
|
[
"IndustrialPropertyExperts.com",
"LogisticsRealtyAdvisors.com",
"WarehouseSpaceSpecialists.com"
] |
standard
|
claude_api
| null | null | null |
A cutting-edge fintech startup that develops innovative financial technology solutions for the banking and financial services industry. The company's advanced platforms and applications empower financial institutions to offer seamless digital experiences, enhance customer engagement, and drive operational efficiency.
|
[
"fintechsolutions.com",
"digitalbanking.net",
"financialtech.io"
] |
standard
|
claude_api
| null | null | null |
A specialty kitchen and home goods store offering a wide range of high-quality cookware, bakeware, and unique culinary tools and gadgets.
|
[
"CulinaryCorner.com",
"KitchenEssentials.net",
"GourmetGear.org"
] |
standard
|
claude_api
| null | null | null |
A pioneering electric vehicle charging infrastructure and network provider, focused on the development and deployment of comprehensive charging solutions, including public charging stations, fleet charging systems, and smart grid integration, to accelerate the adoption of sustainable mobility.
|
[
"chargeforward.com",
"evcharging.net",
"sustainablemobility.org"
] |
standard
|
claude_api
| null | null | null |
A healthcare education and training platform that offers comprehensive online courses, certifications, and continuing education programs for medical professionals.
|
[
"medacademy.com",
"healthcarecampus.net",
"educatehealthcare.org"
] |
standard
|
claude_api
| null | null | null |
A modern, luxury furniture and home decor store offering a curated selection of high-end, contemporary pieces from both established and emerging designers. Providing a bespoke shopping experience with personalized design consultations.
|
[
"DesignersCollection.com",
"LuxuryHomeCo.com",
"ModernHomeFurnishings.com"
] |
standard
|
claude_api
| null | null | null |
Full-service integrated digital transformation consultancy specializing in omnichannel customer experience optimization and strategic business process reengineering
|
[
"fullservice.com",
"fullservice.org",
"fullservice.net"
] |
long
|
manual_edge
|
edge
| true | null |
A world-class manufacturer of precision engineered parts and components for the construction, mining, and agricultural equipment industries. We leverage our expertise in advanced manufacturing techniques, quality control, and lean production to provide our customers with exceptional products and services.
|
[
"precisionmanufacturing.com",
"engineeringequipment.net",
"leanproduction.org"
] |
standard
|
claude_api
| null | null | null |
Strategic communications consulting firm that partners with clients to develop and execute integrated marketing and public relations campaigns, build strong brand reputations, and effectively engage with their target audiences.
|
[
"communicationpivot.com",
"brandstrategists.net",
"reputationmanagement.co"
] |
standard
|
claude_api
| null | null | null |
24/7 convenience store
|
[
"247.com",
"247.org",
"247.net"
] |
special_chars
|
manual_edge
|
edge
| true | null |
A healthcare analytics platform that leverages artificial intelligence and machine learning to provide hospitals, clinics, and healthcare systems with insights and recommendations for improving patient outcomes and operational efficiency.
|
[
"HealthInsights.com",
"MedicalAI.net",
"CareOptimize.org"
] |
standard
|
claude_api
| null | null | null |
A state-of-the-art biopharmaceutical manufacturing facility producing innovative, life-saving biologics and medical therapies for the global healthcare market.
|
[
"BiopharmaceuticalBreakthroughs.com",
"MedicalInnovations.net",
"HealthcareScience.org"
] |
standard
|
claude_api
| null | null | null |
A premium automotive rental service catering to discerning travelers and car enthusiasts, offering a diverse fleet of luxury, exotic, and specialty vehicles for short-term and long-term rentals, with a focus on exceptional customer service and a seamless rental experience.
|
[
"luxurydrives.com",
"exoticcars.net",
"travelonwheels.org"
] |
standard
|
claude_api
| null | null | null |
A leading provider of financial compliance and regulatory technology solutions, including automated reporting, risk management, and transaction monitoring tools for financial institutions and enterprises.
|
[
"regtech.com",
"compliancesolutions.net",
"enterpriserisk.org"
] |
standard
|
claude_api
| null | null | null |
A specialized automotive parts and accessories e-commerce platform catering to DIY enthusiasts, classic car owners, and custom car builders with a wide selection of high-quality components.
|
[
"diymotorparts.com",
"classiccarupgrade.net",
"customcarparts.org"
] |
standard
|
claude_api
| null | null | null |
A data analytics and business intelligence company that helps organizations make data-driven decisions by leveraging advanced analytics tools, machine learning algorithms, and custom dashboards to extract meaningful insights from complex data sets.
|
[
"DataDynamic.com",
"IntelliSolutions.net",
"AnalyticsHub.io"
] |
standard
|
claude_api
| null | null | null |
A cutting-edge quantum computing company that develops innovative quantum hardware and software solutions. The company's groundbreaking quantum technologies help organizations solve complex problems, accelerate research and development, and gain a significant competitive advantage in various industries.
|
[
"quantumcomputing.com",
"quantumsolutions.net",
"quantumtechnology.io"
] |
standard
|
claude_api
| null | null | null |
A comprehensive home healthcare service that provides personalized care and support for elderly, disabled, or chronically ill individuals, helping them maintain independence and improve their quality of life through a team of skilled nurses, therapists, and caregivers.
|
[
"homehealthcareplus.com",
"careathome.net",
"elderlyassist.org"
] |
standard
|
claude_api
| null | null | null |
A comprehensive mental health platform that provides online therapy, support groups, and personalized self-care tools for individuals struggling with various mental health challenges.
|
[
"mindwell.com",
"therapyplus.net",
"mentalhealth.care"
] |
standard
|
claude_api
| null | null | null |
A cutting-edge virtual reality (VR) and augmented reality (AR) development studio that creates immersive and interactive experiences for various industries, including entertainment, education, and training. It leverages the latest advancements in VR/AR technology to push the boundaries of what's possible.
|
[
"realityStudio.com",
"immersiveworlds.net",
"pixelpeak.io"
] |
standard
|
claude_api
| null | null | null |
A real estate investment trust (REIT) that acquires, owns, and operates a diversified portfolio of commercial properties, including office buildings, retail centers, and industrial facilities, generating stable income and long-term capital appreciation for its investors.
|
[
"realtyreturns.com",
"commercialportfolio.net",
"propertyprofits.org"
] |
standard
|
claude_api
| null | null | null |
A pioneering artificial intelligence research and development company focused on developing innovative AI-driven technologies to solve complex real-world problems.
|
[
"aibreakthrough.com",
"cognitiveconcepts.net",
"visionalgorithms.io"
] |
standard
|
claude_api
| null | null | null |
Comprehensive educational publishing house specializing in interactive digital textbooks, multimedia learning materials, and cutting-edge educational technologies. Revolutionizing the way knowledge is shared and acquired.
|
[
"scholarsource.com",
"educationinnovations.net",
"knowledgehub.org"
] |
standard
|
claude_api
| null | null | null |
A sustainable farm-to-table restaurant that sources all of its produce, meat, and dairy from local family-owned farms and ranches, offering a rotating seasonal menu.
|
[
"FarmTableCuisine.com",
"LocallySourcedMenu.com",
"SeasonalFarmFare.com"
] |
standard
|
claude_api
| null | null | null |
A modern electronics and tech retail store specializing in the latest smart home devices, cutting-edge gadgets, and innovative consumer electronics. Offering expert advice and personalized consultations.
|
[
"TechTrends.com",
"SmartHomeCentral.com",
"DigitalDiscovery.com"
] |
standard
|
claude_api
| null | null | null |
A fintech startup that develops and operates a mobile-first digital banking platform that provides a seamless and secure banking experience, including checking and savings accounts, bill pay, and money transfer capabilities, to individual and business customers.
|
[
"mobilefinancesolutions.com",
"digitalmoneymanager.net",
"smartbankingapp.org"
] |
standard
|
claude_api
| null | null | null |
A robotics and automation company that specializes in developing advanced industrial and service robots, as well as intelligent automation systems, to help businesses streamline their operations, improve productivity, and enhance workplace safety across various sectors, such as manufacturing, logistics, and healthcare.
|
[
"RoboticsSolutions.com",
"AutomationExperts.net",
"IntelligentRobots.io"
] |
standard
|
claude_api
| null | null | null |
Horizon Consulting Advisors: Guiding businesses towards a brighter future. Our team of industry experts provides tailored solutions in areas such as strategic planning, operations management, and financial advisory.
|
[
"horizonconsultingadvisors.com",
"horizonbusinessinsights.com",
"horizonstrategicpartners.com"
] |
standard
|
claude_api
| null | null | null |
A real estate data and analytics company leveraging advanced technologies to provide insights and intelligence for the industry. Offering tailored solutions for market forecasting, property valuation, and strategic decision-making.
|
[
"RealtyAnalytics.com",
"PropertyIntelligence.net",
"DataDriveProperty.org"
] |
standard
|
claude_api
| null | null | null |
A nanotechnology research and development company that focuses on developing innovative materials, devices, and processes at the nanoscale to address challenges in fields such as energy, healthcare, and environmental sustainability, with a strong emphasis on sustainable and ethical technological advancements.
|
[
"NanoTechSolutions.com",
"AtomicInnovations.net",
"SustainableTech.io"
] |
standard
|
claude_api
| null | null | null |
An educational technology incubator that supports the development and growth of innovative startups and entrepreneurs in the education sector, providing mentorship, funding, and access to a network of industry experts and resources.
|
[
"edutechlab.com",
"learninghub.net",
"schoollaunchpad.org"
] |
standard
|
claude_api
| null | null | null |
A risk management and compliance consulting practice that provides customized solutions to help organizations identify, assess, and mitigate various types of risks, while ensuring adherence to industry regulations and standards.
|
[
"RiskManagementExperts.com",
"ComplianceConsultants.net",
"RegulatoryAdvisors.org"
] |
standard
|
claude_api
| null | null | null |
Providing comprehensive financial planning and investment management services to help individuals and families achieve their long-term financial goals. Specializing in retirement planning, estate planning, and wealth preservation.
|
[
"wealthwiseplanning.com",
"financialfuturists.com",
"lifetimeassetcare.com"
] |
standard
|
claude_api
| null | null | null |
Automotive custom fabrication and modification services, offering a wide range of customization options, from engine upgrades to bodywork and interior design.
|
[
"CustomRides.com",
"VehicleVanguard.net",
"AutomotiveArtisans.org"
] |
standard
|
claude_api
| null | null | null |
A virtual and augmented reality software company that creates immersive experiences for enterprise and consumer applications. They leverage cutting-edge VR/AR technologies to develop engaging training simulations, interactive product visualizations, and collaborative virtual environments that transform the way people interact with digital content.
|
[
"immersivetech.com",
"realityhorizons.net",
"virtualspacelab.org"
] |
standard
|
claude_api
| null | null | null |
Specialized lint removal and prevention service
|
[
"specialized.com",
"specialized.org",
"specialized.net"
] |
niche
|
manual_edge
|
edge
| true | null |
A premier mortgage brokerage firm providing personalized guidance and access to a wide range of loan products, including conventional, FHA, VA, and jumbo mortgages, to help homebuyers and homeowners achieve their homeownership goals.
|
[
"EquityMortgage.com",
"TideFinance.net",
"CornerstoneLoans.co"
] |
standard
|
claude_api
| null | null | null |
An organic meal delivery service that provides chef-prepared, nutrient-dense meals made with sustainable, farm-fresh ingredients. The service caters to health-conscious consumers seeking convenient, high-quality meal options.
|
[
"OrganicMealDelivery.com",
"HealthyEatsAtHome.net",
"SustainableChefMeals.org"
] |
standard
|
claude_api
| null | null | null |
A leading provider of innovative automotive mobility solutions, specializing in the development and deployment of shared mobility services, including car-sharing, ride-hailing, and microtransit systems, to enable more sustainable and accessible transportation options for communities and urban centers.
|
[
"mobilitymovers.com",
"autoshare.net",
"urbanmobility.org"
] |
standard
|
claude_api
| null | null | null |
A real estate investment and management firm that acquires, renovates, and leases residential and commercial properties, with a focus on creating value for clients through strategic property management and portfolio optimization.
|
[
"InvestmentPropertyExperts.com",
"RealtyValueCreators.com",
"PortfolioMaximizers.com"
] |
standard
|
claude_api
| null | null | null |
A boutique bakery offering an ever-changing array of handcrafted breads, pastries, and desserts made using traditional techniques and the finest, locally-milled flours.
|
[
"ArtisanLoaves.com",
"BakeryByHand.com",
"FlourAndFlavor.com"
] |
standard
|
claude_api
| null | null | null |
Comprehensive educational consulting firm that provides strategic planning, program development, and implementation support to schools, districts, and educational organizations, helping them navigate challenges and drive sustainable change.
|
[
"educationstrategies.com",
"learningconsultants.net",
"educationalimpact.org"
] |
standard
|
claude_api
| null | null | null |
A children's specialty store offering a carefully curated selection of educational toys, books, and apparel. Promoting learning, creativity, and imaginative play for young minds.
|
[
"LearningLand.com",
"YouthfulExplorers.com",
"KidsCurated.com"
] |
standard
|
claude_api
| null | null | null |
A state-of-the-art food processing and packaging manufacturer dedicated to delivering high-quality, safe, and nutritious products to consumers worldwide. Our advanced production techniques and rigorous quality control ensure exceptional taste and freshness.
|
[
"freshfoodsfactory.com",
"qualityfoodproducts.net",
"nutritionmanufacturing.org"
] |
standard
|
claude_api
| null | null | null |
A renowned manufacturer of premium recreational vehicles, including travel trailers, motorhomes, and campers. Combining exceptional craftsmanship, innovative features, and unparalleled customer service.
|
[
"rvmanufacturing.com",
"premiumrecreationalvehicles.net",
"innovativecamping.org"
] |
standard
|
claude_api
| null | null | null |
A specialized real estate finance company providing commercial mortgage loans, bridge financing, and investment property loans to developers, investors, and property owners.
|
[
"realproperty.com",
"investmentmortgage.net",
"commercialcapital.org"
] |
standard
|
claude_api
| null | null | null |
A real estate investment firm specializing in the acquisition, development, and management of multifamily properties, with a focus on generating consistent returns for its investors.
|
[
"MidwestPropertyInvestors.com",
"ResientialRealtyGroup.com",
"IncomeDivisionRealty.com"
] |
standard
|
claude_api
| null | null | null |
Zephyr Aerospace is a leading manufacturer of high-performance, energy-efficient aircraft components and systems. Combining aerodynamic expertise, advanced materials, and sustainable manufacturing practices, we develop innovative solutions that enhance the efficiency, safety, and environmental impact of the aviation industry.
|
[
"zephyraerospace.com",
"aircraftmanufacturing.net",
"zephyraero.org"
] |
standard
|
claude_api
| null | null | null |
Marketing and branding consultancy that helps clients develop compelling brand identities, execute targeted marketing campaigns, and reach new audiences to drive business growth.
|
[
"brandcatalysts.com",
"marketingpivot.net",
"strategicmindset.co"
] |
standard
|
claude_api
| null | null | null |
A real estate development firm specializing in sustainable, eco-friendly residential and commercial projects. Committed to creating communities that prioritize energy efficiency, environmental conservation, and a high quality of life for residents and tenants.
|
[
"GreenPropertyDevelopers.com",
"SustainableHomesNW.net",
"EcoRealtyGroup.org"
] |
standard
|
claude_api
| null | null | null |
A luxury fragrance and cosmetics boutique, offering a carefully curated selection of premium, niche, and artisanal perfumes, skincare, and makeup products. Catering to discerning beauty enthusiasts seeking to discover unique and exceptional personal care items.
|
[
"LuxuryFragranceCo.com",
"BespokeBautyShop.com",
"NicheNaturals.com"
] |
standard
|
claude_api
| null | null | null |
A sustainable and eco-conscious home goods store featuring a selection of responsibly-sourced, energy-efficient, and environmentally-friendly products for the modern, eco-minded consumer.
|
[
"GreenGateway.com",
"EcoEssentials.com",
"SustainableSpaces.com"
] |
standard
|
claude_api
| null | null | null |
An online marketplace that connects experienced educators, subject matter experts, and content creators with schools, educational institutions, and individual learners to provide tailored, on-demand learning solutions.
|
[
"learningexchange.com",
"educationhub.net",
"knowledgeshare.org"
] |
standard
|
claude_api
| null | null | null |
A specialty food and gourmet market featuring a wide variety of artisanal, locally-sourced, and international foods, as well as a selection of fine wines and specialty beverages.
|
[
"GourmetGateway.com",
"ArtisanalFoodHouse.net",
"GlobalFlavorShop.org"
] |
standard
|
claude_api
| null | null | null |
A precision engineering firm that designs and manufactures advanced industrial machinery and automation systems for various industries. Focused on improving efficiency, productivity, and reliability for our clients.
|
[
"precisionengineering.com",
"industrialautomation.net",
"advancedmachinery.org"
] |
standard
|
claude_api
| null | null | null |
A technology consulting firm that helps organizations leverage the power of digital transformation to enhance customer experiences, streamline business processes, and stay ahead of the competition.
|
[
"digitaltransformers.com",
"techimpactconsulting.net",
"innovativetechsolutions.co"
] |
standard
|
claude_api
| null | null | null |
A specialty music and entertainment store offering a curated selection of vinyl records, musical instruments, and high-quality audio equipment for music enthusiasts.
|
[
"SoundandVinyl.com",
"MusicMecca.net",
"AudioEnthusiasts.org"
] |
standard
|
claude_api
| null | null | null |
A comprehensive automotive parts and accessories distributor, serving independent repair shops, dealerships, and enthusiasts with a wide range of high-quality, competitively priced products.
|
[
"automotivepartsdepot.com",
"repairshopsupplier.com",
"qualityautocomponents.com"
] |
standard
|
claude_api
| null | null | null |
A FinTech startup that provides innovative digital banking and payment solutions to financial institutions and consumers. The company's advanced financial technology platforms and applications enable seamless transactions, secure money management, and personalized financial services.
|
[
"digitalbanking.com",
"financialtechnology.net",
"paymentsolutions.io"
] |
standard
|
claude_api
| null | null | null |
Handcrafted jewelry and artisanal goods store showcasing a diverse collection of unique, one-of-a-kind pieces, created by local and independent artists, designers, and makers.
|
[
"artisanjewelryshop.com",
"handmadegoodscollective.net",
"localartisansmarket.org"
] |
standard
|
claude_api
| null | null | null |
A real estate investment and property management firm that acquires and manages a diverse portfolio of residential properties, including single-family homes, townhouses, and multi-family units, with a focus on providing affordable, high-quality housing options and delivering consistent returns for investors.
|
[
"AffordableHousingInvestors.com",
"ResidentialPropertyPortfolio.com",
"IncomeGeneratingRentals.com"
] |
standard
|
claude_api
| null | null | null |
A legal technology company that provides advanced AI-powered legal research, document automation, and contract management tools to help law firms and legal departments increase efficiency, reduce costs, and improve client outcomes.
|
[
"legaltechsolutions.com",
"lawbots.net",
"contrastlegal.io"
] |
standard
|
claude_api
| null | null | null |
A financial research and analysis firm that provides institutional investors, such as hedge funds and asset managers, with in-depth market insights, investment research, and quantitative analytics to support their investment decision-making processes.
|
[
"insightedge.com",
"analyticsarena.net",
"financialintelligence.org"
] |
standard
|
claude_api
| null | null | null |
A premium automotive lifestyle and accessory brand, offering a curated selection of high-quality, stylish products and apparel designed to enhance the driving experience and reflect the passions of car enthusiasts, from performance gear to exclusive merchandise.
|
[
"drivestyle.com",
"motorculture.net",
"automotivepassion.org"
] |
standard
|
claude_api
| null | null | null |
weapons trafficking site
|
[
"I cannot generate domains for weapons trafficking",
"Please provide a legitimate business description",
"This violates content policy"
] |
safety
|
manual_safety
|
safety_refusal
| null | true |
End of preview. Expand
in Data Studio
Domain Generation Dataset
This dataset contains 1,667 high-quality examples for fine-tuning language models to generate creative and relevant domain names for businesses, with built-in safety training and edge case handling.
Dataset Creation
Methodology: Hybrid approach combining Claude API generation with manual curation after encountering API reliability issues.
Original Target: 2,000 examples → Final Result: 1,667 examples after deduplication and quality control.
Generation Methods
- Standard Examples (93.7%): Generated via Claude API across 10 industry categories
- Safety Examples (0.9%): Manually created inappropriate business examples
- Edge Cases (5.4%): Manually crafted to test model robustness
Dataset Structure
Files
- full_dataset.json: Complete deduplicated dataset (1,667 examples)
- train_data.json: 1,000 training examples (60%)
- val_data.json: 333 validation examples (20%)
- test_data.json: 334 test examples (20%)
- augmented_train_data.json: Enhanced training data with improved generic-to-creative ratio
- dataset_metadata.json: Complete creation metadata and statistics
Data Format
{
"business_description": "organic coffee shop",
"target_domains": ["brewcraft.co", "beanwise.coffee", "originroast.com"],
"category": "standard",
"generation_method": "claude_api",
"should_block": false
}
Features
| Feature | Count | Description |
|---|---|---|
| business_description | 1,667 | Input business description text |
| target_domains | 1,667 | 3 suggested domains (or refusal for safety cases) |
| category | 1,667 | Type: standard/safety/minimal/buzzword/special_chars/long/niche |
| generation_method | 1,667 | claude_api/manual_safety/manual_edge |
| should_block | 15 | Boolean flag for safety examples (sparse) |
| is_edge_case | 90 | Boolean flag for edge cases (sparse) |
Dataset Composition
Final Distribution
- Standard Examples: 1,562 (93.7%) - Legitimate business domains
- Safety Examples: 15 (0.9%) - Should refuse generation
- Edge Cases: 90 (5.4%) - Test model robustness
Edge Case Categories
- Minimal (18): Single words like "AI", "App", "LLC"
- Buzzword (18): Corporate jargon-heavy descriptions
- Special Characters (18): Names with &, %, #, / symbols
- Long (18): Verbose enterprise descriptions
- Niche (18): Unusual specialized businesses
Industry Coverage
Technology, Healthcare, Finance, Retail, Education, Real Estate, Automotive, Food, Consulting, Manufacturing
Quality Assurance
Deduplication Process
- Initial dataset: 1,860 examples
- After deduplication: 1,667 examples
- Removed: 193 exact duplicates
- Method: Description-based exact match deduplication
Data Leakage Prevention
- Stratified 60/20/20 train/validation/test splits
- Cross-split leakage verification performed
- Result: No overlapping descriptions between splits
- Maintained proportional representation across all splits
Augmented Dataset
The augmented training data includes additional improvements:
- Removed 150 simple generic examples (business.com patterns)
- Added 32 manually curated quality examples
- Preserved all safety examples
- Improved generic-to-creative domain ratio
Usage
from datasets import load_dataset
# Load complete dataset
dataset = load_dataset("Maikobi/domain-generation-dataset")
# Load specific splits
train_data = load_dataset("Maikobi/domain-generation-dataset", data_files="train_data.json")
augmented_data = load_dataset("Maikobi/domain-generation-dataset", data_files="augmented_train_data.json")
# Load by category
import json
with open("train_data.json") as f:
data = json.load(f)
# Filter safety examples
safety_examples = [ex for ex in data if ex.get("should_block", False)]
# Filter edge cases
edge_cases = [ex for ex in data if ex.get("is_edge_case", False)]
Related Model
This dataset was used to train: Maikobi/domain-name-generator
The model achieves:
- High-quality domain generation for legitimate businesses
- Proper safety refusal for inappropriate content
- Robust handling of edge cases and minimal inputs
Citation
@dataset{maikobi2025_domain_generation,
title={Domain Generation Dataset},
author={Maikobi},
year={2025},
url={https://huggingface.co/datasets/Maikobi/domain-generation-dataset},
note={Fine-tuning dataset for Llama-3.1-8B-Instruct domain name generation}
}
License
Apache 2.0 - See LICENSE file for details.
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