[
  {
    "url": "https://selldatatoailabs.com/",
    "path": "/",
    "title": "Sell data to AI labs: buyers, prices and licensing",
    "description": "Understand what makes data useful, prepare your rights and archive, and compare AI licensing opportunities with practical guides and local tools.",
    "category": "Resource"
  },
  {
    "url": "https://selldatatoailabs.com/estimate/",
    "path": "/estimate/",
    "title": "Company data estimate report",
    "description": "Explore your company data profile, valuation uncertainty and preparation priorities without uploading business records.",
    "category": "Estimate report"
  },
  {
    "url": "https://selldatatoailabs.com/how-it-works/",
    "path": "/how-it-works/",
    "title": "A practical route from archive to licensing conversation",
    "description": "An end-to-end workflow for preparing, evaluating and licensing data to AI companies.",
    "category": "Seller handbook"
  },
  {
    "url": "https://selldatatoailabs.com/rights/",
    "path": "/rights/",
    "title": "Check rights before you check price",
    "description": "Separate ownership, privacy, contracts and platform rules before licensing an archive.",
    "category": "Rights & safeguards"
  },
  {
    "url": "https://selldatatoailabs.com/prices/",
    "path": "/prices/",
    "title": "AI training data prices: the public figures and their context",
    "description": "Compare advertised ranges, provider-reported transactions and programme terms. Every example keeps its source and evidence type attached.",
    "category": "Commercial decisions"
  },
  {
    "url": "https://selldatatoailabs.com/licence-terms/",
    "path": "/licence-terms/",
    "title": "The clauses that change the deal",
    "description": "A practical review agenda for AI data licensing terms, from permitted use to acceptance.",
    "category": "Commercial decisions"
  },
  {
    "url": "https://selldatatoailabs.com/direct-or-broker/",
    "path": "/direct-or-broker/",
    "title": "Direct outreach or a data broker?",
    "description": "Compare control, workload, economics and conflicts when choosing a route to market.",
    "category": "Commercial decisions"
  },
  {
    "url": "https://selldatatoailabs.com/de-identification/",
    "path": "/de-identification/",
    "title": "De-identification is a review process",
    "description": "Plan privacy review beyond simple name and email removal.",
    "category": "Rights & safeguards"
  },
  {
    "url": "https://selldatatoailabs.com/closed-companies/",
    "path": "/closed-companies/",
    "title": "Preserve the archive before a company closes",
    "description": "A wind-down checklist for permissions, retention, export and potential licensing.",
    "category": "Seller handbook"
  },
  {
    "url": "https://selldatatoailabs.com/buyers/",
    "path": "/buyers/",
    "title": "Who buys AI training data, and what do they publish?",
    "description": "Explore buyers, marketplaces and intermediaries through their published programmes. Compare the route, the available payment evidence and the questions to resolve.",
    "category": "Market research"
  },
  {
    "url": "https://selldatatoailabs.com/deals/",
    "path": "/deals/",
    "title": "Public AI data deals and reported transactions",
    "description": "Read disclosed partnerships, provider reports and auction records with their status, scope and missing terms in view.",
    "category": "Market research"
  },
  {
    "url": "https://selldatatoailabs.com/countries/",
    "path": "/countries/",
    "title": "Cross-border licensing starts with a jurisdiction map",
    "description": "Questions to resolve when the seller, subjects, buyer and processing locations span countries.",
    "category": "Rights & safeguards"
  },
  {
    "url": "https://selldatatoailabs.com/acquire/",
    "path": "/acquire/",
    "title": "Write a better data acquisition brief",
    "description": "A local specification template for buyers planning responsible data acquisition.",
    "category": "Buyer preparation"
  },
  {
    "url": "https://selldatatoailabs.com/research/",
    "path": "/research/",
    "title": "A transparent research method",
    "description": "How to evaluate sources and keep an evidence trail for AI data market claims.",
    "category": "Research"
  },
  {
    "url": "https://selldatatoailabs.com/market/",
    "path": "/market/",
    "title": "Understand the market without a misleading headline number",
    "description": "Separate market segments, spending categories and evidence quality.",
    "category": "Market research"
  },
  {
    "url": "https://selldatatoailabs.com/ai-crawlers/",
    "path": "/ai-crawlers/",
    "title": "Crawler access, discovery, and permission are different",
    "description": "Understand robots directives and the limits of controlling machine access.",
    "category": "Research"
  },
  {
    "url": "https://selldatatoailabs.com/about/",
    "path": "/about/",
    "title": "Clearer decisions for data holders",
    "description": "About Sell Data to AI Labs and its evidence-first editorial approach.",
    "category": "About"
  },
  {
    "url": "https://selldatatoailabs.com/legal/privacy/",
    "path": "/legal/privacy/",
    "title": "Privacy for this static website",
    "description": "What the current site and its browser-only tools do with information.",
    "category": "Site information"
  },
  {
    "url": "https://selldatatoailabs.com/legal/terms/",
    "path": "/legal/terms/",
    "title": "Using this resource",
    "description": "The educational scope and limitations of the site and its local tools.",
    "category": "Site information"
  },
  {
    "url": "https://selldatatoailabs.com/guides/us-withholding-data-license-payments/",
    "path": "/guides/us-withholding-data-license-payments/",
    "title": "Prepare for withholding questions on a US data licence payment",
    "description": "What a foreign seller should ask its tax adviser and the payer before relying on a gross offer.",
    "category": "Payment preparation"
  },
  {
    "url": "https://selldatatoailabs.com/guides/employee-communications-ai-licensing/",
    "path": "/guides/employee-communications-ai-licensing/",
    "title": "Employee communications need a separate review",
    "description": "Build a defensible review process for workplace messages, email and meeting records before an AI licensing discussion.",
    "category": "Rights & privacy"
  },
  {
    "url": "https://selldatatoailabs.com/guides/gdpr-ai-data-licensing-review/",
    "path": "/guides/gdpr-ai-data-licensing-review/",
    "title": "Prepare a GDPR review for an AI data licence",
    "description": "Organise the questions and evidence needed before personal data is repurposed or transferred.",
    "category": "Rights & privacy"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-email-data/",
    "path": "/guides/sell-email-data/",
    "title": "Can you license company email for AI training?",
    "description": "A practical review of email ownership, thread quality, attachments, and safer sampling before discussing a dataset with a buyer.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-slack-data/",
    "path": "/guides/sell-slack-data/",
    "title": "Preparing Slack conversations for a data license",
    "description": "How to assess channel boundaries, thread context, guest contributions, and the limits of a Slack export.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-crm-data/",
    "path": "/guides/sell-crm-data/",
    "title": "Evaluating CRM data for AI licensing",
    "description": "Assess sales workflows, outcome labels, contact information, and the difference between process data and a prospect list.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-support-ticket-data/",
    "path": "/guides/sell-support-ticket-data/",
    "title": "Licensing support tickets with useful resolution context",
    "description": "Build a support dataset around genuine issue-resolution sequences while managing customer content and sensitive attachments.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-source-code-data/",
    "path": "/guides/sell-source-code-data/",
    "title": "Before licensing source code to an AI buyer",
    "description": "Review repository ownership, dependencies, secrets, build context, and the meaning of a usable code example.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-audio-data/",
    "path": "/guides/sell-audio-data/",
    "title": "Preparing audio recordings for AI licensing",
    "description": "Review speaker permissions, recording context, transcripts, acoustic quality, and restrictions on voice-related uses.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-video-data/",
    "path": "/guides/sell-video-data/",
    "title": "Evaluating a video archive for AI training",
    "description": "A seller’s guide to visual rights, temporal context, audio tracks, annotations, and usable footage counts.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-image-datasets/",
    "path": "/guides/sell-image-datasets/",
    "title": "Licensing image collections with clear provenance",
    "description": "Assess image ownership, releases, captions, duplicates, and the rights included in an AI dataset proposal.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-financial-data/",
    "path": "/guides/sell-financial-data/",
    "title": "Reviewing financial business data before licensing",
    "description": "Separate operational finance records from personal financial information, restricted market feeds, and unsupported outcome labels.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-design-data/",
    "path": "/guides/sell-design-data/",
    "title": "Licensing design files and creative workflows",
    "description": "Assess layered files, design decisions, licensed assets, comments, and the value of revision history.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-meeting-data/",
    "path": "/guides/sell-meeting-data/",
    "title": "Assessing meeting transcripts and recordings for licensing",
    "description": "Review participant expectations, recording permissions, summaries, action items, and conversational completeness.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-it-operations-data/",
    "path": "/guides/sell-it-operations-data/",
    "title": "Preparing IT operations records for an AI buyer",
    "description": "Evaluate incident histories, runbooks, logs, and security-sensitive infrastructure details before sharing.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-jira-issue-data/",
    "path": "/guides/sell-jira-issue-data/",
    "title": "Licensing Jira issues and development histories",
    "description": "Assess issue quality, code links, workflow changes, customer details, and evidence that a problem was resolved.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/sell-company-documents/",
    "path": "/guides/sell-company-documents/",
    "title": "Reviewing company documents for AI licensing",
    "description": "Build a document collection with clear ownership, version boundaries, context, and confidentiality controls.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/data-ownership-rights-checklist/",
    "path": "/guides/data-ownership-rights-checklist/",
    "title": "A rights checklist before offering a dataset",
    "description": "Separate access, ownership, sublicensing authority, privacy, and confidentiality before a buyer receives material.",
    "category": "Rights and privacy"
  },
  {
    "url": "https://selldatatoailabs.com/guides/privacy-review-before-data-sale/",
    "path": "/guides/privacy-review-before-data-sale/",
    "title": "A privacy review before a buyer receives data",
    "description": "Build a practical review of purpose, personal information, transformations, and recipient controls before disclosure.",
    "category": "Rights and privacy"
  },
  {
    "url": "https://selldatatoailabs.com/guides/training-data-provenance/",
    "path": "/guides/training-data-provenance/",
    "title": "Building a provenance pack a buyer can inspect",
    "description": "Document origins, permissions, transformations, versions, and quality limits without creating an unnecessary second sensitive archive.",
    "category": "Preparation"
  },
  {
    "url": "https://selldatatoailabs.com/guides/prepare-data-for-sale/",
    "path": "/guides/prepare-data-for-sale/",
    "title": "From raw archive to a buyer-ready sample",
    "description": "A staged preparation workflow that tests usefulness before committing to expensive cleanup or broad disclosure.",
    "category": "Preparation"
  },
  {
    "url": "https://selldatatoailabs.com/guides/verify-ai-data-buyers/",
    "path": "/guides/verify-ai-data-buyers/",
    "title": "How to assess an AI data buyer before sharing",
    "description": "Check identity, purpose, procurement, sample controls, and downstream use without assuming every inquiry is a genuine offer.",
    "category": "Buyer diligence"
  },
  {
    "url": "https://selldatatoailabs.com/guides/compare-ai-data-offers/",
    "path": "/guides/compare-ai-data-offers/",
    "title": "Comparing AI data offers without invented market rates",
    "description": "Normalize scope, usable volume, cleanup costs, payment conditions, and retained rights before choosing a proposal.",
    "category": "Commercial terms"
  },
  {
    "url": "https://selldatatoailabs.com/guides/exclusivity-and-license-duration/",
    "path": "/guides/exclusivity-and-license-duration/",
    "title": "Negotiating exclusivity and license duration",
    "description": "Separate access periods, training windows, model retention, renewals, and the specific rights an exclusive deal would restrict.",
    "category": "Commercial terms"
  },
  {
    "url": "https://selldatatoailabs.com/guides/data-license-payment-milestones/",
    "path": "/guides/data-license-payment-milestones/",
    "title": "When a data license becomes payable",
    "description": "Plan acceptance, invoicing, milestones, cross-border administration, and evidence of delivery before transferring a full collection.",
    "category": "Commercial terms"
  },
  {
    "url": "https://selldatatoailabs.com/guides/closed-company-data-licensing/",
    "path": "/guides/closed-company-data-licensing/",
    "title": "Can a closed company license its old data?",
    "description": "Review authority, asset ownership, privacy promises, retention, and transaction costs before treating an archive as a remaining asset.",
    "category": "Special situations"
  },
  {
    "url": "https://selldatatoailabs.com/guides/international-data-licensing/",
    "path": "/guides/international-data-licensing/",
    "title": "Licensing data across borders: a seller’s review",
    "description": "Map people, entities, access locations, onward transfers, and payment administration before accepting an international proposal.",
    "category": "Special situations"
  },
  {
    "url": "https://selldatatoailabs.com/guides/acquired-datasets-and-third-party-sources/",
    "path": "/guides/acquired-datasets-and-third-party-sources/",
    "title": "Reviewing acquired datasets and third-party sources",
    "description": "Distinguish original, purchased, scraped, synthetic, and commissioned material before offering a combined training collection.",
    "category": "Preparation"
  },
  {
    "url": "https://selldatatoailabs.com/guides/health-data-and-hipaa-boundaries/",
    "path": "/guides/health-data-and-hipaa-boundaries/",
    "title": "Health data is a specialist licensing decision",
    "description": "Understand why removing names is not a complete health-data clearance and what to prepare for a qualified review.",
    "category": "Rights and privacy"
  },
  {
    "url": "https://selldatatoailabs.com/guides/fair-use-scraping-and-training-data/",
    "path": "/guides/fair-use-scraping-and-training-data/",
    "title": "Public data, scraping, and fair use: separate questions",
    "description": "Avoid treating public access, collection method, and downstream licensing authority as interchangeable claims.",
    "category": "Rights and privacy"
  },
  {
    "url": "https://selldatatoailabs.com/guides/licensing-rl-environments/",
    "path": "/guides/licensing-rl-environments/",
    "title": "Licensing task environments instead of static records",
    "description": "Define reproducible tasks, reset behavior, evaluation rules, security boundaries, and support when offering an interactive environment.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/guides/ai-data-licensing-glossary/",
    "path": "/guides/ai-data-licensing-glossary/",
    "title": "AI data licensing terms in plain language",
    "description": "A practical glossary for discussing collection quality, training uses, rights, evaluation, and delivery without confusing them.",
    "category": "Preparation"
  },
  {
    "url": "https://selldatatoailabs.com/guides/reading-ai-data-market-and-deal-claims/",
    "path": "/guides/reading-ai-data-market-and-deal-claims/",
    "title": "How to read AI data deal announcements critically",
    "description": "Separate confirmed facts, undisclosed terms, revenue forecasts, and program eligibility before using public deals in a seller decision.",
    "category": "Buyer diligence"
  },
  {
    "url": "https://selldatatoailabs.com/data/company-records/",
    "path": "/data/company-records/",
    "title": "Prepare company records for AI licensing",
    "description": "Decisions, workflows, and the context between them.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/data/source-code/",
    "path": "/data/source-code/",
    "title": "Prepare source code for AI licensing",
    "description": "Repositories with history, tests, and context.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/data/video/",
    "path": "/data/video/",
    "title": "Prepare video and footage for AI licensing",
    "description": "Original footage with usable rights and metadata.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/data/audio-speech/",
    "path": "/data/audio-speech/",
    "title": "Prepare audio and speech for AI licensing",
    "description": "Speech with clear consent and consistent labels.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/data/images/",
    "path": "/data/images/",
    "title": "Prepare images for AI licensing",
    "description": "A clear chain of title for every image.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/data/text-archives/",
    "path": "/data/text-archives/",
    "title": "Prepare text and archives for AI licensing",
    "description": "Depth, authorship, and dependable provenance.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/data/datasets-environments/",
    "path": "/data/datasets-environments/",
    "title": "Prepare datasets and environments for AI licensing",
    "description": "Repeatable tasks with outcomes that can be checked.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/data/physical-world/",
    "path": "/data/physical-world/",
    "title": "Prepare physical-world data for AI licensing",
    "description": "Sensor records with calibration and context.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/data/expert-work/",
    "path": "/data/expert-work/",
    "title": "Prepare expert and human work for AI licensing",
    "description": "Domain judgement with an auditable process.",
    "category": "Data type guide"
  },
  {
    "url": "https://selldatatoailabs.com/rights/slack/",
    "path": "/rights/slack/",
    "title": "Slack data exports: preparation and rights review",
    "description": "Prepare Slack records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/microsoft-365/",
    "path": "/rights/microsoft-365/",
    "title": "Microsoft 365 data exports: preparation and rights review",
    "description": "Prepare Microsoft 365 records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/google-workspace/",
    "path": "/rights/google-workspace/",
    "title": "Google Workspace data exports: preparation and rights review",
    "description": "Prepare Google Workspace records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/atlassian/",
    "path": "/rights/atlassian/",
    "title": "Atlassian Jira and Confluence data exports: preparation and rights review",
    "description": "Prepare Atlassian Jira and Confluence records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/github/",
    "path": "/rights/github/",
    "title": "GitHub data exports: preparation and rights review",
    "description": "Prepare GitHub records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/gitlab/",
    "path": "/rights/gitlab/",
    "title": "GitLab data exports: preparation and rights review",
    "description": "Prepare GitLab records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/notion/",
    "path": "/rights/notion/",
    "title": "Notion data exports: preparation and rights review",
    "description": "Prepare Notion records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/salesforce/",
    "path": "/rights/salesforce/",
    "title": "Salesforce data exports: preparation and rights review",
    "description": "Prepare Salesforce records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/hubspot/",
    "path": "/rights/hubspot/",
    "title": "HubSpot data exports: preparation and rights review",
    "description": "Prepare HubSpot records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/zendesk/",
    "path": "/rights/zendesk/",
    "title": "Zendesk data exports: preparation and rights review",
    "description": "Prepare Zendesk records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/servicenow/",
    "path": "/rights/servicenow/",
    "title": "ServiceNow data exports: preparation and rights review",
    "description": "Prepare ServiceNow records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/intercom/",
    "path": "/rights/intercom/",
    "title": "Intercom data exports: preparation and rights review",
    "description": "Prepare Intercom records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/zoom/",
    "path": "/rights/zoom/",
    "title": "Zoom data exports: preparation and rights review",
    "description": "Prepare Zoom records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/quickbooks/",
    "path": "/rights/quickbooks/",
    "title": "QuickBooks data exports: preparation and rights review",
    "description": "Prepare QuickBooks records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/xero/",
    "path": "/rights/xero/",
    "title": "Xero data exports: preparation and rights review",
    "description": "Prepare Xero records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/netsuite/",
    "path": "/rights/netsuite/",
    "title": "NetSuite data exports: preparation and rights review",
    "description": "Prepare NetSuite records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/figma/",
    "path": "/rights/figma/",
    "title": "Figma data exports: preparation and rights review",
    "description": "Prepare Figma records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/rights/linear/",
    "path": "/rights/linear/",
    "title": "Linear data exports: preparation and rights review",
    "description": "Prepare Linear records for an AI data licensing review: export scope, content risks, provenance, and a bounded pilot.",
    "category": "Platform preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/united-kingdom/",
    "path": "/countries/united-kingdom/",
    "title": "United Kingdom data licensing preparation guide",
    "description": "Prepare a UK dataset for licensing: distinguish permission to train from the UK international-transfer route.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/canada/",
    "path": "/countries/canada/",
    "title": "Canada data licensing preparation guide",
    "description": "Separate Canadian outsourcing guidance from an independent AI-training disclosure and identify the applicable privacy regime.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/european-union/",
    "path": "/countries/european-union/",
    "title": "European Union data licensing preparation guide",
    "description": "A shared GDPR preparation guide covering Ireland, Germany, France, Netherlands, Spain, Italy, Sweden, Poland and Estonia.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/switzerland/",
    "path": "/countries/switzerland/",
    "title": "Switzerland data licensing preparation guide",
    "description": "Prepare Swiss transfer and transparency questions without assuming EU documentation covers the Swiss position.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/australia/",
    "path": "/countries/australia/",
    "title": "Australia data licensing preparation guide",
    "description": "Prepare an Australian licensing review around APP applicability, overseas disclosure and recipient accountability.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/south-korea/",
    "path": "/countries/south-korea/",
    "title": "South Korea data licensing preparation guide",
    "description": "Distinguish provision from consignment and prepare a Korean PIPA overseas-transfer review for AI data licensing.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/malaysia/",
    "path": "/countries/malaysia/",
    "title": "Malaysia data licensing preparation guide",
    "description": "Prepare a Malaysia-specific section 129 review using current cross-border guidance rather than an outdated transfer template.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/israel/",
    "path": "/countries/israel/",
    "title": "Israel data licensing preparation guide",
    "description": "Prepare Israeli database-transfer and onward-transfer questions before offering an AI training corpus abroad.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/united-arab-emirates/",
    "path": "/countries/united-arab-emirates/",
    "title": "United Arab Emirates data licensing preparation guide",
    "description": "Identify the applicable UAE, DIFC or ADGM regime before drafting a dataset licence or cross-border schedule.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/mexico/",
    "path": "/countries/mexico/",
    "title": "Mexico data licensing preparation guide",
    "description": "Use Mexico’s current private-sector law and reconstruct the notice and transfer permissions behind a dataset.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/new-zealand/",
    "path": "/countries/new-zealand/",
    "title": "New Zealand data licensing preparation guide",
    "description": "Distinguish overseas agency processing from disclosure for a lab’s own use under New Zealand’s privacy framework.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/india/",
    "path": "/countries/india/",
    "title": "India data licensing preparation guide",
    "description": "Prepare an Indian dataset review around current DPDP instruments, commencement dates and source-specific permissions.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/singapore/",
    "path": "/countries/singapore/",
    "title": "Singapore data licensing preparation guide",
    "description": "Prepare Singapore PDPA transfer-limitation evidence and distinguish independent licensing from data-intermediary services.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/japan/",
    "path": "/countries/japan/",
    "title": "Japan data licensing preparation guide",
    "description": "Prepare APPI foreign-recipient and information-category questions alongside a Japanese dataset’s rights and quality evidence.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/brazil/",
    "path": "/countries/brazil/",
    "title": "Brazil data licensing preparation guide",
    "description": "Prepare a Brazilian LGPD transfer review using ANPD’s actual mechanisms and current decisions.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/turkiye/",
    "path": "/countries/turkiye/",
    "title": "Türkiye data licensing preparation guide",
    "description": "Prepare a Turkish KVKK transfer review using the amended Article 9 framework and role-specific standard contracts.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/countries/china/",
    "path": "/countries/china/",
    "title": "China data licensing preparation guide",
    "description": "Prepare mainland China data-classification and export questions before giving an overseas AI lab access.",
    "category": "Cross-border preparation"
  },
  {
    "url": "https://selldatatoailabs.com/negotiate/",
    "path": "/negotiate/",
    "title": "Prepare for a licensing negotiation",
    "description": "Define the scope, evidence and alternatives before discussing price.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/offers-in-your-inbox/",
    "path": "/offers-in-your-inbox/",
    "title": "An unsolicited data offer: first checks",
    "description": "A cautious workflow for evaluating an unexpected approach.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/supply/",
    "path": "/supply/",
    "title": "Where licensable data comes from",
    "description": "Distinguish original collection, commissioned work, archives and licensed content.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/verification/",
    "path": "/verification/",
    "title": "Verify the collection and the counterparty",
    "description": "An evidence checklist for diligence on both sides of a proposed licence.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/cases/",
    "path": "/cases/",
    "title": "How to read AI data litigation",
    "description": "Read legal developments without treating a headline as permission.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/vendors/",
    "path": "/vendors/",
    "title": "Choose preparation help carefully",
    "description": "Evaluate vendors for data processing, review and secure delivery.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/companies/",
    "path": "/companies/",
    "title": "Research the organisations in a data deal",
    "description": "A structured approach to distinguishing labs, vendors, marketplaces and intermediaries.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/sources/",
    "path": "/sources/",
    "title": "Source notes and editorial standards",
    "description": "Use evidence that a reader can check.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/brief/",
    "path": "/brief/",
    "title": "A reading list, without the inbox commitment",
    "description": "A compact starting point for understanding data licensing.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/support/",
    "path": "/support/",
    "title": "How to use the tools and guides",
    "description": "Answers about this educational site and its local-only tools.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/pricing/",
    "path": "/pricing/",
    "title": "Fees belong in the full economics",
    "description": "Estimate costs before deciding whether a licence is attractive.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/introducers/",
    "path": "/introducers/",
    "title": "Introducing a data holder responsibly",
    "description": "Prepare an introduction without creating an unauthorised disclosure.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/lots/",
    "path": "/lots/",
    "title": "Create a collection listing without exposing the collection",
    "description": "A practical outline for a non-confidential listing.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/mcp-server/",
    "path": "/mcp-server/",
    "title": "Machine-readable content, without an implied API service",
    "description": "Understand the static research exports available in this build.",
    "category": "Seller reference"
  },
  {
    "url": "https://selldatatoailabs.com/tools/readiness/",
    "path": "/tools/readiness/",
    "title": "Data licensing readiness check",
    "description": "Turn six preparation questions into an action list. This is not legal clearance.",
    "category": "Resource"
  },
  {
    "url": "https://selldatatoailabs.com/tools/value/",
    "path": "/tools/value/",
    "title": "Licensing scenario calculator",
    "description": "Model gross and net proceeds using your assumptions, without pretending to predict a buyer’s offer.",
    "category": "Resource"
  },
  {
    "url": "https://selldatatoailabs.com/tools/offer-check/",
    "path": "/tools/offer-check/",
    "title": "Compare two licensing offers",
    "description": "Compare net proceeds and record contract differences. The larger number is not automatically the better deal.",
    "category": "Resource"
  },
  {
    "url": "https://selldatatoailabs.com/tools/datasheet/",
    "path": "/tools/datasheet/",
    "title": "Build a local data collection brief",
    "description": "Create a downloadable Markdown datasheet from high-level, non-confidential descriptions.",
    "category": "Resource"
  },
  {
    "url": "https://selldatatoailabs.com/tools/de-identify/",
    "path": "/tools/de-identify/",
    "title": "Try a basic text-redaction demo",
    "description": "A local demonstration of narrow email and phone pattern replacement, with explicit limitations.",
    "category": "Resource"
  },
  {
    "url": "https://selldatatoailabs.com/tools/deletion-clock/",
    "path": "/tools/deletion-clock/",
    "title": "Plan an archive export deadline",
    "description": "Calculate days remaining to a deadline you have verified with your provider or adviser.",
    "category": "Resource"
  },
  {
    "url": "https://selldatatoailabs.com/tools/match/",
    "path": "/tools/match/",
    "title": "Choose a buyer research route",
    "description": "Get a preparation checklist for your data category, without unverified eligibility or price claims.",
    "category": "Resource"
  },
  {
    "url": "https://selldatatoailabs.com/guides/",
    "path": "/guides/",
    "title": "The AI training data market, organised by question",
    "description": "Start with the broader question, then explore the records, rights, pricing and practical guides underneath it.",
    "category": "Guide library"
  },
  {
    "url": "https://selldatatoailabs.com/what-labs-buy/",
    "path": "/what-labs-buy/",
    "title": "Start with the data you actually hold",
    "description": "Nine collection types. Different preparation needs. A clear route to a useful datasheet.",
    "category": "Data types"
  },
  {
    "url": "https://selldatatoailabs.com/tools/",
    "path": "/tools/",
    "title": "A little structure. A better decision.",
    "description": "Seven free tools for preparation and comparison. Everything runs locally in your browser.",
    "category": "Seller toolkit"
  },
  {
    "url": "https://selldatatoailabs.com/datasets/",
    "path": "/datasets/",
    "title": "Download the content catalogue",
    "description": "A transparent, reusable index of this site’s guides, tools and sources.",
    "category": "Research exports"
  },
  {
    "url": "https://selldatatoailabs.com/records/",
    "path": "/records/",
    "title": "Explore the evidence and the workflow",
    "description": "Navigate research notes, commercial questions and operational guidance.",
    "category": "Reference library"
  }
]