{"datasets":[{"id":"visas","path":"/api/public/visas","title":"Visa routes","description":"Every indexed visa and residence route, with category, sponsorship, settlement, summary, primary source and review date.","recordCount":1414,"dateModified":"2026-07-14","category":"reference","humanPath":"/visas","apiDocsPath":"/api#visas","keywords":["visa routes","immigration routes","primary sources","settlement"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"destinations","path":"/api/public/destinations","title":"Destinations","description":"Indexable destination countries and territories, with official immigration portals and advice regulators.","recordCount":233,"dateModified":"2026-06-30","category":"reference","humanPath":"/visas","apiDocsPath":"/api#destinations","keywords":["destination countries","immigration portals","regulators"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"policy-updates","path":"/api/public/policy-updates","title":"Policy updates","description":"Dated, source-linked immigration policy changes with severity, claims, affected routes and review dates.","recordCount":37,"dateModified":"2026-07-01","category":"reference","humanPath":"/policy-updates","apiDocsPath":"/api#policy-updates","keywords":["immigration policy updates","visa rule changes","policy changelog"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"policy-claims","path":"/api/public/policy-claims","title":"Policy update claims","description":"One source-backed, stable-url record for each atomic immigration policy claim, linked to the policy update page, affected routes and supporting source.","recordCount":115,"dateModified":"2026-07-01","category":"reference","humanPath":"/policy-updates","apiDocsPath":"/api#policy-claims","keywords":["immigration policy claims","visa rule claims","AI citations","primary sources"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"citation-packs","path":"/api/public/citation-packs","title":"Immigration citation packs","description":"Concise, source-linked answer packets for AI retrievers, journalists, researchers and auditors, each with canonical page URL, dataset URL, facts, sources, date modified, license and suggested citation.","recordCount":162,"dateModified":"2026-07-17","category":"reference","humanPath":"/citation-packs","apiDocsPath":"/api#citation-packs","keywords":["AI citations","immigration data","source-backed answers","citation packs"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"answer-capsules","path":"/api/public/answer-capsules","title":"Verified answer capsules","description":"Question-answer records extracted from rendered Visa Atlas verified-answer blocks, each with canonical page URL, source URLs, dataset URLs, date modified, license and legal note.","recordCount":292,"dateModified":"2026-07-17","category":"reference","humanPath":"/answer-capsules","apiDocsPath":"/api#answer-capsules","keywords":["AI answers","verified answers","immigration data","source-backed answers"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"citation-benchmark","path":"/api/public/citation-benchmark","title":"AI citation benchmark","description":"Fixed high-intent skilled-migration question basket used to measure whether answer engines cite Visa Atlas for source-backed immigration questions.","recordCount":48,"dateModified":"2026-07-02","category":"reference","humanPath":"/citation-benchmark","apiDocsPath":"/api#citation-benchmark","keywords":["AI citation benchmark","answer-engine visibility","GEO measurement","immigration SEO"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Each benchmark prompt points to source-linked Visa Atlas pages and datasets; 7 high-risk prompts also publish conservative answer-key facts for offline accuracy triage."},{"id":"ai-retrieval-task-index","path":"/api/public/ai-retrieval-task-index","title":"AI retrieval task index","description":"Query-level retrieval contract joining benchmark immigration questions to canonical pages, answer capsules, citation packs, calculator contexts, SEO/GEO page actions, competitor battlecards, MCP tools and safe-answer rules.","recordCount":48,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/ai-retrieval-task-index-2026","apiDocsPath":"/api#ai-retrieval-task-index","keywords":["AI retrieval tasks","GEO prompt map","answer capsule joins","MCP retrieval tools","AI citations"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a public retrieval and citation map, not proof of rankings, traffic, AI citations, live market share or 500k/month. Raw AI transcripts, Search Console queries, SERP screenshots, analytics, referral logs and reviewer evidence remain local unless separately reviewed and aggregated."},{"id":"ai-retrieval-readiness","path":"/api/public/ai-retrieval-readiness","title":"AI retrieval readiness scorecard","description":"Prompt-level gap scorecard ranking AI citation benchmark tasks by answer capsule, citation pack, page action, battlecard, calculator context, MCP tool depth and evidence-gate coverage.","recordCount":48,"dateModified":"2026-07-05","category":"reference","humanPath":"/research/ai-retrieval-readiness-scorecard-2026","apiDocsPath":"/api#ai-retrieval-readiness","keywords":["AI retrieval readiness","GEO prompt gaps","citation asset coverage","MCP retrieval tools","AI citations"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a public retrieval-asset coverage scorecard, not proof of rankings, traffic, AI citations, live market share or 500k/month. Raw AI transcripts, Search Console queries, SERP screenshots, analytics, referral logs and reviewer evidence remain local unless separately reviewed and aggregated."},{"id":"ai-answer-accuracy-audit","path":"/api/public/ai-answer-accuracy-audit","title":"AI answer accuracy audit protocol","description":"Public protocol for grading high-risk AI immigration answers against source-backed Visa Atlas facts, with answer-key coverage, stale-claim traps, local commands and publication guardrails.","recordCount":7,"dateModified":"2026-07-03","category":"reference","humanPath":"/research/ai-answer-accuracy-audit-2026","apiDocsPath":"/api#ai-answer-accuracy-audit","keywords":["AI answer accuracy","GEO audit","citation benchmark","stale AI answers","immigration fact checking"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Rows are derived from the public AI citation benchmark and its high-risk answer key; raw model outputs and unreviewed engine grades stay local until separately reviewed."},{"id":"source-transparency-benchmark","path":"/api/public/source-transparency-benchmark","title":"Immigration source-transparency benchmark","description":"Sampled competitor/source-class benchmark comparing public immigration-information surfaces against source transparency, freshness, open-data and AI-retrieval criteria.","recordCount":7,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/immigration-source-transparency-benchmark-2026","apiDocsPath":"/api#source-transparency-benchmark","keywords":["immigration competitor benchmark","source transparency","AI retrieval","open immigration data"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"The benchmark records what was visible in sampled public pages and exposes recrawl due dates; overdue samples cannot support wedge or market-share claims. It is a public-surface comparison, not a full-site forensic audit."},{"id":"visibility-metrics","path":"/api/public/visibility-metrics","title":"SEO/GEO visibility metrics","description":"Public measurement contract separating Google organic growth, AI citation share, crawler access, source freshness, index quality and technical trust gates.","recordCount":9,"dateModified":"2026-07-03","category":"reference","humanPath":"/visibility-metrics","apiDocsPath":"/api#visibility-metrics","keywords":["SEO metrics","GEO metrics","AI citation share","crawler access","500k traffic model"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a public measurement contract and planning model; it does not expose private analytics or claim current traffic."},{"id":"traffic-forecast","path":"/api/public/traffic-forecast","title":"SEO/GEO traffic forecast model","description":"Falsifiable cohort-level planning model for the Visa Atlas 500k/month SEO/GEO target, with ranges, assumptions, measurement commands and kill gates.","recordCount":5,"dateModified":"2026-07-03","category":"reference","humanPath":"/research/seo-geo-traffic-forecast-2026","apiDocsPath":"/api#traffic-forecast","keywords":["SEO forecast","GEO forecast","traffic model","500k traffic model","immigration SEO"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a planning forecast, not current analytics. Actual sessions, Search Console rows and outcome evidence remain local unless separately reviewed and aggregated."},{"id":"technical-seo-controls","path":"/api/public/technical-seo-controls","title":"Technical SEO/GEO control matrix","description":"Audit-ready control matrix for rendering, indexability, schema, open-data discovery, AI retrieval, freshness, performance and private-evidence boundaries behind the SEO/GEO plan.","recordCount":9,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/technical-seo-control-plane-2026","apiDocsPath":"/api#technical-seo-controls","keywords":["technical SEO","GEO controls","SEO audit","AI retrieval","crawlability"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a technical control matrix, not a ranking or traffic claim. Private analytics, Search Console exports, server logs and outcome evidence remain local unless separately reviewed and aggregated."},{"id":"topical-authority-map","path":"/api/public/topical-authority-map","title":"Topical authority and internal-link map","description":"Audit-ready hub-and-spoke map for SEO/GEO crawl paths: topical clusters, canonical hubs, supporting pages, anchor rules, crawl entry points and evidence commands.","recordCount":7,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/topical-authority-internal-link-map-2026","apiDocsPath":"/api#topical-authority-map","keywords":["topical authority","internal links","SEO crawl path","GEO retrieval","hub and spoke"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a crawl-path and internal-link control map, not a ranking or traffic claim. Private analytics, Search Console exports, server logs and experiment rows remain local unless separately reviewed and aggregated."},{"id":"seo-geo-audit-evidence","path":"/api/public/seo-geo-audit-evidence","title":"SEO/GEO audit evidence pack","description":"Big-4-style evidence pack mapping the SEO/GEO dominance plan to public controls, local evidence workflows, external evidence needs, pass criteria and private-data boundaries.","recordCount":12,"dateModified":"2026-07-05","category":"reference","humanPath":"/research/seo-geo-audit-evidence-pack-2026","apiDocsPath":"/api#seo-geo-audit-evidence","keywords":["SEO audit","GEO audit","audit evidence","500k traffic model","private evidence boundary"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is an audit evidence matrix, not proof of current traffic, rankings, citations, backlinks or market share. Raw analytics, Search Console exports, server logs, AI transcripts, outreach records and reviewer evidence remain local unless separately reviewed and aggregated."},{"id":"execution-readiness","path":"/api/public/execution-readiness","title":"SEO/GEO execution readiness scorecard","description":"Cohort-level execution scorecard tying the 500k/month SEO/GEO plan to content pieces, page changes, technical gates, competitor wedges, private evidence needs and no-go conditions.","recordCount":5,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/seo-geo-execution-readiness-scorecard-2026","apiDocsPath":"/api#execution-readiness","keywords":["SEO execution readiness","GEO readiness","500k traffic model","competitor wedge","audit evidence"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a readiness scorecard, not proof of current traffic, rankings, AI citations, backlinks or market share. Raw analytics, Search Console exports, AI outputs, SERP screenshots, bot logs, outreach records and reviewer notes stay local unless separately reviewed and aggregated."},{"id":"market-share-capture-plan","path":"/api/public/market-share-capture-plan","title":"SEO/GEO market-share capture plan","description":"Battlecard-level capture plan tying competitor wedges to content pieces, page changes, technical changes, production tickets, evidence commands, private evidence needs and no-go gates.","recordCount":13,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/market-share-capture-plan-2026","apiDocsPath":"/api#market-share-capture-plan","keywords":["SEO market share","GEO market share","competitor battlecards","market-share capture","500k traffic plan"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a market-share capture plan, not proof of current rankings, traffic, AI citations, backlinks, live market share or 500k/month. Raw Search Console exports, SERP screenshots, AI transcripts, analytics rows and unapproved rollups remain local unless separately reviewed and aggregated."},{"id":"seo-geo-production-queue","path":"/api/public/seo-geo-production-queue","title":"SEO/GEO production queue","description":"Flat ticket queue derived from the market-share capture plan, exposing content, page, technical and evidence workstreams with owners, target pages, commands, source datasets, evidence gates and no-go conditions.","recordCount":52,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/seo-geo-production-queue-2026","apiDocsPath":"/api#seo-geo-production-queue","keywords":["SEO production queue","GEO production queue","content tickets","technical SEO tickets","500k traffic plan"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a public production queue, not proof of current rankings, traffic, AI citations, backlinks, live market share or 500k/month. Raw analytics, Search Console exports, SERP screenshots, AI transcripts and unapproved rollups remain local unless separately reviewed and aggregated."},{"id":"seo-geo-page-action-map","path":"/api/public/seo-geo-page-action-map","title":"SEO/GEO page action map","description":"Page-level join table mapping SEO/GEO target URLs to production tickets, battlecards, SERP/AI handoff briefs, search-demand actions, answer capsules, citation packs, calculator contexts, source datasets, local commands and audit gates.","recordCount":118,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/seo-geo-page-action-map-2026","apiDocsPath":"/api#seo-geo-page-action-map","keywords":["SEO page action map","GEO retrieval map","SERP AI handoff","target page queue","answer capsules","calculator contexts"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is public relationship metadata for production control, not proof of current rankings, traffic, AI citations, backlinks, live market share or 500k/month. Raw analytics, Search Console exports, SERP screenshots, AI transcripts and unapproved rollups remain local unless separately reviewed and aggregated."},{"id":"battlecard-retrieval-coverage","path":"/api/public/battlecard-retrieval-coverage","title":"Battlecard retrieval coverage matrix","description":"Battlecard-level coverage matrix joining competitor query clusters to target pages, page-action rows, answer surfaces, citation packs, AI retrieval prompts, experiments, snapshot protocols and evidence gates.","recordCount":13,"dateModified":"2026-07-06","category":"reference","humanPath":"/research/battlecard-retrieval-coverage-matrix-2026","apiDocsPath":"/api#battlecard-retrieval-coverage","keywords":["battlecard coverage","AI retrieval coverage","SEO GEO battlecards","citation pack coverage","market-share evidence gates"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a public retrieval-asset coverage matrix, not proof of current rankings, traffic, AI citations, backlinks, live market share or 500k/month. Raw analytics, Search Console exports, SERP screenshots, AI transcripts and unapproved rollups remain local unless separately reviewed and aggregated."},{"id":"seo-geo-dominance-gap-ledger","path":"/api/public/seo-geo-dominance-gap-ledger","title":"SEO/GEO dominance gap ledger","description":"Battlecard-level blocker ledger joining public retrieval coverage, content/page/technical work, competitor pressure, reviewer queues, authority distribution and outcome-proof gates for the 500k/month plan.","recordCount":13,"dateModified":"2026-07-06","category":"reference","humanPath":"/research/seo-geo-dominance-gap-ledger-2026","apiDocsPath":"/api#seo-geo-dominance-gap-ledger","keywords":["SEO GEO dominance","competitor battlecards","market-share gates","500k traffic proof","Big Four audit"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint identifies remaining blockers to durable SEO/GEO dominance. It does not prove current rankings, traffic, AI citations, backlinks, market share or 500k/month; raw outcome evidence remains local unless reviewed and aggregated."},{"id":"seo-geo-measurement-run-queue","path":"/api/public/seo-geo-measurement-run-queue","title":"SEO/GEO measurement run queue","description":"Battlecard-level run queue joining dominance blockers to private GSC experiments, SERP/AI snapshots, reviewer proof, authority proof, AI visibility, market-share and traffic outcome proof workflows.","recordCount":13,"dateModified":"2026-07-06","category":"reference","humanPath":"/research/seo-geo-measurement-run-queue-2026","apiDocsPath":"/api#seo-geo-measurement-run-queue","keywords":["SEO GEO measurement","GSC experiment","SERP AI snapshots","traffic outcome proof","market-share proof"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes execution metadata and approval gates. It is not proof of rankings, traffic, AI citations, backlinks, reviewer trust, market share or 500k/month; raw evidence stays local unless reviewed and aggregated."},{"id":"seo-geo-reviewer-evidence-bridge","path":"/api/public/seo-geo-reviewer-evidence-bridge","title":"SEO/GEO reviewer evidence bridge","description":"Reviewer-evidence bridge joining reviewer-blocked SEO/GEO battlecards to high-risk reviewer queues, acquisition controls, reviewedBy schema gates, P0 page-refresh controls and local proof commands.","recordCount":14,"dateModified":"2026-07-07","category":"reference","humanPath":"/research/seo-geo-reviewer-evidence-bridge-2026","apiDocsPath":"/api#seo-geo-reviewer-evidence-bridge","keywords":["reviewer evidence","YMYL trust","reviewedBy schema","SEO GEO audit","immigration reviewer proof"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes reviewer-evidence routing metadata. It does not prove reviewer trust, reviewedBy schema publication, rankings, traffic, AI citations, market share or 500k/month outcomes."},{"id":"seo-geo-external-evidence-bridge","path":"/api/public/seo-geo-external-evidence-bridge","title":"SEO/GEO external evidence bridge","description":"External-evidence bridge joining external-evidence-blocked SEO/GEO battlecards to authority distribution channels, GSC/SERP/AI evidence workflows, market-share baselines, traffic proof gates and local proof commands.","recordCount":8,"dateModified":"2026-07-07","category":"reference","humanPath":"/research/seo-geo-external-evidence-bridge-2026","apiDocsPath":"/api#seo-geo-external-evidence-bridge","keywords":["external evidence","authority proof","market-share proof","SEO GEO audit","traffic outcome proof"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes external-evidence routing metadata. It does not prove authority, backlinks, rankings, traffic, AI citations, market share or 500k/month outcomes."},{"id":"seo-geo-private-measurement-bridge","path":"/api/public/seo-geo-private-measurement-bridge","title":"SEO/GEO private measurement bridge","description":"Private-measurement bridge joining ready-for-private-measurement SEO/GEO battlecards to run-now GSC, SERP/AI, authority, market-share, AI-visibility and traffic proof workflows.","recordCount":61,"dateModified":"2026-07-07","category":"reference","humanPath":"/research/seo-geo-private-measurement-bridge-2026","apiDocsPath":"/api#seo-geo-private-measurement-bridge","keywords":["private measurement","GSC experiment","SERP AI snapshots","SEO GEO audit","traffic outcome proof"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes private-measurement routing metadata. It does not prove rankings, traffic, AI citations, market share, authority, backlinks or 500k/month outcomes."},{"id":"seo-geo-release-gate","path":"/api/public/seo-geo-release-gate","title":"SEO/GEO release gate contract","description":"Audit-ready release gate for shipping Visa Atlas SEO/GEO changes: compile, source audits, freshness, optional liveness, production build, rendered crawler output and outcome-claim boundaries.","recordCount":8,"dateModified":"2026-07-07","category":"reference","humanPath":"/research/seo-geo-release-gate-contract-2026","apiDocsPath":"/api#seo-geo-release-gate","keywords":["SEO release gate","GEO release gate","Big 4 audit evidence","technical SEO controls","outcome claim governance"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes deploy governance and no-go conditions. It does not prove rankings, traffic, backlinks, AI citations, market share or the 500k/month planning target."},{"id":"search-demand-actions","path":"/api/public/search-demand-actions","title":"Search demand action map","description":"Audit-ready decision matrix for turning local GSC, SERP and AI answer-surface evidence into content, page and technical SEO/GEO actions without publishing private query data.","recordCount":7,"dateModified":"2026-07-04","category":"reference","humanPath":"/research/search-demand-action-map-2026","apiDocsPath":"/api#search-demand-actions","keywords":["Search Console","SEO actions","GEO actions","content prioritisation","private evidence boundary"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes action rules only. Raw Search Console exports, query strings, clicks, impressions, CTR, positions, screenshots and AI transcripts stay local unless reviewed, redacted and aggregated."},{"id":"crawler-access","path":"/api/public/crawler-access","title":"Crawler and AI retrieval access audit","description":"Public audit of the robots policy, crawler-facing discovery surfaces, JSON headers and local log commands that let search and AI retrievers access Visa Atlas.","recordCount":25,"dateModified":"2026-07-03","category":"reference","humanPath":"/research/crawler-ai-retrieval-access-audit-2026","apiDocsPath":"/api#crawler-access","keywords":["crawler access","AI retrieval","robots.txt","GEO audit","LLM discovery"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint proves access intent and discovery wiring, not live crawler fetches, rankings, citations or traffic; server logs and Search Console remain local proof sources."},{"id":"authority-distribution-plan","path":"/api/public/authority-distribution-plan","title":"Authority distribution plan","description":"Auditable distribution control plane for turning Visa Atlas open data, MCP tools, widgets and original research into off-site citations, links, dataset entities and AI retriever entry points.","recordCount":11,"dateModified":"2026-07-03","category":"reference","humanPath":"/research/authority-distribution-plan-2026","apiDocsPath":"/api#authority-distribution-plan","keywords":["authority distribution","digital PR","MCP registry","data repositories","AI citations"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes launch readiness, local commands and evidence fields; it does not claim completed third-party publication, backlinks, rankings, citations or traffic."},{"id":"widgets","path":"/api/public/widgets","title":"Embeddable widget catalog","description":"Machine-readable catalog of approved Visa Atlas embed scripts for sourced immigration figures and calculators, with source trails, attribution rules and legal-scope guardrails.","recordCount":32,"dateModified":"2026-07-04","category":"reference","humanPath":"/widgets","apiDocsPath":"/api#widgets","keywords":["embeddable immigration widgets","visa calculator widget","cost-to-complete badge","Express Entry badge","publisher embeds"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"The catalog proves approved public embed inventory and source trails; it does not prove third-party publication, backlinks, rankings, citations or traffic."},{"id":"content-opportunities","path":"/api/public/content-opportunities","title":"SEO/GEO content opportunity map","description":"Auditable priority map for the content pieces, page work and technical changes that support the Visa Atlas 500k/month SEO/GEO plan, with competitor wedge notes and evidence surfaces.","recordCount":28,"dateModified":"2026-07-03","category":"reference","humanPath":"/research/seo-geo-content-opportunity-map-2026","apiDocsPath":"/api#content-opportunities","keywords":["SEO roadmap","GEO roadmap","immigration content strategy","AI retrieval","competitor wedge"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This is a roadmap and prioritisation dataset, not a current-traffic claim or ranking guarantee. Planned rows still require source verification before publication."},{"id":"competitor-query-battlecards","path":"/api/public/competitor-query-battlecards","title":"Competitor query battlecards","description":"Auditable SEO/GEO battlecards mapping high-intent immigration query clusters to sampled competitor archetypes, checked public evidence URLs, Visa Atlas wedge moves, strategic positioning rollups, target pages, retrieval playbooks, crawl-path and indexability assurance, source datasets and measurement commands.","recordCount":13,"dateModified":"2026-07-05","category":"reference","humanPath":"/research/competitor-query-battlecards-2026","apiDocsPath":"/api#competitor-query-battlecards","keywords":["competitor query battlecards","immigration SEO","GEO strategy","AI citation benchmark","market share"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Battlecards and positioning rollups are compiled from the sampled source-transparency benchmark, fixed AI citation benchmark and visibility measurement contract; sampled competitor observations carry recrawl metadata and are planning guidance, not ranking, traffic or market-share guarantees."},{"id":"battlecard-search-experiments","path":"/api/public/battlecard-search-experiments","title":"Battlecard search experiments","description":"Public experiment contract for converting competitor query battlecards into Search Console-measured title, snippet, answer-capsule and internal-link tests while keeping private GSC exports local.","recordCount":13,"dateModified":"2026-07-03","category":"reference","humanPath":"/research/battlecard-search-experiments-2026","apiDocsPath":"/api#battlecard-search-experiments","keywords":["Search Console experiments","SEO experiments","GEO measurement","competitor battlecards","CTR testing"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Rows are public experiment templates and matching rules derived from competitor battlecards; raw Search Console exports and outcomes remain local private measurement data."},{"id":"serp-answer-surface-snapshots","path":"/api/public/serp-answer-surface-snapshots","title":"SERP and AI answer-surface snapshot protocol","description":"Auditable protocol for capturing Google SERP features, competitor source classes and AI answer citations by battlecard query while keeping raw screenshots, transcripts and private reviewer notes local.","recordCount":13,"dateModified":"2026-07-02","category":"reference","humanPath":"/research/serp-answer-surface-snapshots-2026","apiDocsPath":"/api#serp-answer-surface-snapshots","keywords":["SERP snapshots","AI answer monitoring","GEO evidence","competitor monitoring","market share"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes capture protocol and redaction rules, not current SERP rankings, private screenshots, raw AI answer transcripts or live market-share claims."},{"id":"quarterly-market-share-summary","path":"/api/public/quarterly-market-share-summary","title":"Quarterly market-share evidence summary","description":"Q3 2026 baseline and local rollup contract for summarising reviewed SERP and AI answer-surface evidence by competitor query battlecard without publishing raw private evidence.","recordCount":13,"dateModified":"2026-07-05","category":"reference","humanPath":"/research/quarterly-market-share-evidence-summary-2026","apiDocsPath":"/api#quarterly-market-share-summary","keywords":["market share evidence","SERP monitoring","AI answer monitoring","competitor analysis","GEO measurement"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes baseline rows and a local rollup contract. It does not claim current market share until reviewed redacted snapshot evidence is supplied."},{"id":"publisher-citation-kits","path":"/api/public/publisher-citation-kits","title":"Publisher and AI-citation kits","description":"Reusable citation and outreach kits for publishers, journalists, researchers and AI retrievers, with canonical URLs, source datasets, attribution snippets and private evidence-log rules.","recordCount":7,"dateModified":"2026-07-03","category":"reference","humanPath":"/research/publisher-citation-kits-2026","apiDocsPath":"/api#publisher-citation-kits","keywords":["publisher citations","AI citations","immigration data reuse","citation kits","backlink outreach"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes reusable citation kits and local evidence-log rules. It does not publish private outreach contacts, replies, notes or backlink guarantees."},{"id":"external-repository-mirrors","path":"/api/public/external-repository-mirrors","title":"External repository mirror manifest","description":"Repository-ready export manifests, metadata templates, DOI/accession checklists and canonical backlink requirements for mirroring original Visa Atlas datasets into external data repositories.","recordCount":6,"dateModified":"2026-07-03","category":"reference","humanPath":"/research/external-data-repository-mirrors-2026","apiDocsPath":"/api#external-repository-mirrors","keywords":["external data repositories","dataset mirrors","DOI metadata","AI retrieval","open immigration data"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes repository mirror readiness, template export commands and evidence-log rules. It does not claim external repository publication until approved URL or DOI evidence is reviewed."},{"id":"knowledge-graph-entities","path":"/api/public/knowledge-graph-entities","title":"Knowledge-graph entity seeding manifest","description":"Auditable entity-seeding controls for source-backed datasets, reports and organization nodes, including sameAs governance, approved external accession ingestion and local knowledge-graph evidence logging.","recordCount":9,"dateModified":"2026-07-02","category":"reference","humanPath":"/research/knowledge-graph-entity-seeding-2026","apiDocsPath":"/api#knowledge-graph-entities","keywords":["knowledge graph","sameAs governance","Wikidata","DOI metadata","AI retrieval"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes candidate entities and identifier governance. It does not add Wikidata QIDs, DOI/accession values or sameAs URLs to public JSON-LD without approved evidence."},{"id":"expert-reviewer-entities","path":"/api/public/expert-reviewer-entities","title":"Expert reviewer entity program","description":"Reviewer disclosure model for YMYL immigration pages, including source-editor limits, regulated reviewer slots, reviewedBy schema governance and local credential evidence logging.","recordCount":13,"dateModified":"2026-07-02","category":"reference","humanPath":"/research/expert-reviewer-entity-program-2026","apiDocsPath":"/api#expert-reviewer-entities","keywords":["expert reviewers","reviewedBy schema","YMYL trust","immigration editorial review","credential evidence"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes reviewer slots, source-editor limits and review queues. It does not publish private reviewer contacts or emit reviewedBy schema without approved credential evidence."},{"id":"reviewedby-schema-rollout","path":"/api/public/reviewedby-schema-rollout","title":"reviewedBy schema rollout controls","description":"Schema emission controls for page-level reviewedBy JSON-LD fragments, gated by approved reviewer evidence rows and offline export review before publication.","recordCount":6,"dateModified":"2026-07-02","category":"reference","humanPath":"/research/reviewedby-schema-rollout-2026","apiDocsPath":"/api#reviewedby-schema-rollout","keywords":["reviewedBy schema","YMYL trust","expert reviewers","JSON-LD governance","schema controls"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes rollout controls and evidence requirements. It does not claim reviewedBy schema is live and does not publish private reviewer contacts or unapproved credentials."},{"id":"high-risk-page-review-acquisition","path":"/api/public/high-risk-page-review-acquisition","title":"High-risk page review acquisition controls","description":"Reviewer sourcing, vetting and handoff controls for high-risk YMYL immigration page queues, with local-only candidate evidence and no public reviewer claims until approved handoff.","recordCount":6,"dateModified":"2026-07-02","category":"reference","humanPath":"/research/high-risk-page-review-acquisition-2026","apiDocsPath":"/api#high-risk-page-review-acquisition","keywords":["expert reviewers","reviewer acquisition","YMYL trust","immigration editorial review","credential evidence"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes acquisition targets, regulator requirements and handoff controls. It does not publish private reviewer leads or claim completed reviews."},{"id":"p0-reviewed-page-refresh","path":"/api/public/p0-reviewed-page-refresh","title":"P0 reviewed page refresh controls","description":"Publication gates for refreshing P0 YMYL pages after reviewer handoff evidence, with local-only reviewer notes, content-diff evidence and reviewedBy schema checks blocked by default.","recordCount":3,"dateModified":"2026-07-02","category":"reference","humanPath":"/research/p0-reviewed-page-refresh-2026","apiDocsPath":"/api#p0-reviewed-page-refresh","keywords":["reviewed pages","reviewer handoff","YMYL trust","immigration editorial review","reviewedBy schema"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"This endpoint publishes publication gates and evidence requirements. It does not publish reviewer notes or claim completed page reviews."},{"id":"calculator-verdict-contexts","path":"/api/public/calculator-verdict-contexts","title":"Calculator verdict contexts","description":"Dated cutoff, salary-threshold and proof-of-funds context for high-intent immigration calculators, so calculator outputs can be interpreted against current source-backed figures.","recordCount":10,"dateModified":"2026-07-15","category":"reference","humanPath":"/calculators","apiDocsPath":"/api#calculator-verdict-contexts","keywords":["immigration calculators","calculator verdicts","CRS cutoff","salary thresholds","proof of funds"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Each calculator context links to the current source-backed draw, salary-threshold or proof-of-funds dataset. The context helps interpret calculator outputs; it is not a decision or outcome prediction."},{"id":"indexable-pages","path":"/api/public/indexable-pages","title":"Indexable page manifest","description":"Audit mirror of the XML sitemap: every indexable Visa Atlas URL classified by page cohort, priority, change frequency, freshness date and source-dataset pointers.","recordCount":7379,"dateModified":"2026-07-03","category":"reference","humanPath":"/data#indexable-pages","apiDocsPath":"/api#indexable-pages","keywords":["indexable pages","sitemap audit","SEO audit","crawler discovery","AI retrieval"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Rows are generated from the same sitemap builder as /sitemap.xml; this is an indexability-intent manifest, not a live crawl or ranking claim."},{"id":"search-index","path":"/api/public/search-index","title":"Public site search index","description":"Compact title, description, kind, keyword and URL map for Visa Atlas searchable destinations, visa routes, nationality hubs, calculators, data pages, research reports, policy updates, editorial routes, rankings and best-of guides.","recordCount":1986,"dateModified":"2026-07-03","category":"reference","humanPath":"/search","apiDocsPath":"/api#search-index","keywords":["site search index","URL discovery","AI retrieval","visa search","immigration navigation"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Rows are generated from typed Visa Atlas route, destination, navigation, calculator, cost, salary, processing, settlement and policy data plus curated strategic research pages; sourceDatasets identify the public JSON feeds that best audit each row."},{"id":"freshness","path":"/api/public/freshness","title":"Source freshness report","description":"Public freshness/SLA report over every dated Visa Atlas source record, including processing-time figures, fees, cost-to-complete models, salary thresholds, route narratives, settlement pathways and policy updates.","recordCount":1674,"dateModified":"2026-07-17","category":"reference","humanPath":"/freshness","apiDocsPath":"/api#freshness","keywords":["source freshness","immigration data audit","YMYL provenance","review dates"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"processing-reliability","path":"/api/public/processing-reliability","title":"Processing-time planning reliability index","description":"Derived index scoring how usable each official immigration processing-time clock is for planning, based on clock availability, window width, percentile disclosure and source freshness.","recordCount":98,"dateModified":"2026-07-01","category":"figures","humanPath":"/research/processing-time-reliability-index-2026","apiDocsPath":"/api#processing-reliability","keywords":["visa processing reliability","immigration processing times","planning transparency","decision windows"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Scores are derived from the source-linked processing-times dataset; the index measures planning transparency, not individual case outcomes."},{"id":"skilled-migration-accessibility","path":"/api/public/skilled-migration-accessibility","title":"Skilled-migration planning accessibility index","description":"Derived index scoring tracked skilled and skilled-adjacent migration routes by planning accessibility across cost, proof-of-funds exposure, salary floor, processing-clock transparency, sponsor requirement, settlement path and source freshness.","recordCount":30,"dateModified":"2026-07-01","category":"figures","humanPath":"/research/skilled-migration-accessibility-index-2026","apiDocsPath":"/api#skilled-migration-accessibility","keywords":["skilled migration accessibility","visa route comparison","immigration costs","salary thresholds","processing times"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Scores are derived from source-linked route, cost, salary and processing datasets; the index measures planning friction, not eligibility or individual outcomes."},{"id":"country-comparisons","path":"/api/public/country-comparisons","title":"Country comparison data","description":"Machine-readable inventory of indexable country comparison pages, with destination profiles and pair-level trade-off metrics derived from source-linked route, salary, processing, cost and policy datasets.","recordCount":3192,"dateModified":"2026-07-01","category":"figures","humanPath":"/compare","apiDocsPath":"/api#country-comparisons","keywords":["country comparison data","immigration comparison","visa route comparison","salary thresholds","processing times"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Rows are derived from existing source-linked public datasets and rendered compare-page rules; this is not legal advice or a recommendation to choose one country over another."},{"id":"fees","path":"/api/public/fees","title":"Visa and immigration fees","description":"Government-published fee breakdowns by destination and visa route, with per-line amounts, currencies and a worked example for the headline case.","recordCount":37,"dateModified":"2026-07-01","category":"figures","humanPath":"/fees","apiDocsPath":"/api#fees","keywords":["visa fees","government fees","immigration costs","worked examples"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"cost-to-complete","path":"/api/public/cost-to-complete","title":"Visa cost-to-complete models","description":"All-in route cost models separating mandatory non-refundable costs from refundable proof-of-funds requirements, with each line item sourced or marked indicative.","recordCount":30,"dateModified":"2026-07-01","category":"figures","humanPath":"/cost-to-complete","apiDocsPath":"/api#cost-to-complete","keywords":["visa costs","cost to complete","proof of funds","sunk costs","immigration costs"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"salary-thresholds","path":"/api/public/salary-thresholds","title":"Salary thresholds","description":"Minimum-salary thresholds by destination, grouped into 21 destination blocks covering 61 individual route thresholds, each with local-currency amount, basis and effective date.","recordCount":21,"dateModified":"2026-07-13","category":"figures","humanPath":"/salary-thresholds","apiDocsPath":"/api#salary-thresholds","keywords":["salary thresholds","minimum salary","skilled worker salary floors"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"processing-times","path":"/api/public/processing-times","title":"Processing times","description":"Typical decision-time bands by destination and visa route, drawn from each issuing authority where it publishes one.","recordCount":98,"dateModified":"2026-07-12","category":"figures","humanPath":"/processing-times","apiDocsPath":"/api#processing-times","keywords":["visa processing times","decision windows","immigration timelines"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"express-entry-draws","path":"/api/public/express-entry-draws","title":"Canada Express Entry draws","description":"Round-by-round history of Canada Express Entry invitations, with category, invitations issued and CRS cut-off score, confirmed against IRCC.","recordCount":41,"dateModified":"2026-07-15","category":"figures","humanPath":"/research/canada-express-entry-draw-tracker","apiDocsPath":"/api#express-entry-draws","keywords":["Express Entry draws","CRS cutoffs","IRCC invitations"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"express-entry-categories","path":"/api/public/express-entry-categories","title":"Canada Express Entry categories","description":"Derived tracker for IRCC category-based Express Entry selection: current categories, categories with 2026 draws, categories without a 2026 draw, invitations and CRS ranges.","recordCount":10,"dateModified":"2026-07-15","category":"figures","humanPath":"/research/canada-express-entry-category-tracker","apiDocsPath":"/api#express-entry-categories","keywords":["Express Entry categories","category-based selection","CRS cutoffs","IRCC invitations"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Rows are derived from IRCC draw records and IRCC category-based selection guidance; category eligibility does not guarantee an invitation."},{"id":"fact-changes","path":"/api/public/fact-changes","title":"Rules and threshold fact changes","description":"Machine-readable diff feed of every recorded fee, salary-threshold and processing-time movement, with stable fact IDs, old/new values, effective dates, current owning route and primary source.","recordCount":7,"dateModified":"2026-03-01","category":"figures","humanPath":"/changelog","apiDocsPath":"/api#fact-changes","keywords":["immigration changelog","fact changes","salary threshold changes","visa fee changes","processing time changes"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Every figure links to its official government primary source. Always confirm against the source before relying on it."},{"id":"monthly-figure-changes","path":"/api/public/monthly-figure-changes","title":"Monthly immigration figure changes","description":"Month-by-month archive of recorded fee, salary-threshold and processing-time movements, with old value, new value, owning page, source URL and same-month policy context.","recordCount":5,"dateModified":"2026-07-01","category":"figures","humanPath":"/research/monthly-immigration-figure-changes","apiDocsPath":"/api#monthly-figure-changes","keywords":["immigration figure changes","visa fee changes","salary threshold changes","processing time changes","monthly immigration tracker"],"license":"CC BY 4.0","attribution":"Visa Atlas","primarySourceNote":"Rows are derived from the source-linked fact-change feed; this is an archive of recorded Visa Atlas figure movements, not a complete global census of policy changes."}],"catalogJsonld":{"@context":"https://schema.org","@type":"DataCatalog","@id":"https://visaatlas.org/data#catalog","name":"Visa Atlas public immigration data catalog","description":"Source-linked public immigration datasets for route discovery, policy changes, answer citations, open-data reuse, indexability audits and SEO/GEO measurement.","url":"https://visaatlas.org/data","license":"https://creativecommons.org/licenses/by/4.0/","isAccessibleForFree":true,"dateModified":"2026-07-17","publisher":{"@type":"Organization","@id":"https://visaatlas.org#publisher","name":"Visa Atlas","url":"https://visaatlas.org"},"creator":{"@type":"Organization","@id":"https://visaatlas.org#publisher","name":"Visa Atlas","url":"https://visaatlas.org"},"dataset":[{"@type":"Dataset","@id":"https://visaatlas.org/api/public/visas#dataset","name":"Visa routes","description":"Every indexed visa and residence route, with category, sponsorship, settlement, summary, primary source and review date.","url":"https://visaatlas.org/api/public/visas","dateModified":"2026-07-14","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/visas"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/destinations#dataset","name":"Destinations","description":"Indexable destination countries and territories, with official immigration portals and advice regulators.","url":"https://visaatlas.org/api/public/destinations","dateModified":"2026-06-30","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/destinations"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/policy-updates#dataset","name":"Policy updates","description":"Dated, source-linked immigration policy changes with severity, claims, affected routes and review dates.","url":"https://visaatlas.org/api/public/policy-updates","dateModified":"2026-07-01","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/policy-updates"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/policy-claims#dataset","name":"Policy update claims","description":"One source-backed, stable-url record for each atomic immigration policy claim, linked to the policy update page, affected routes and supporting source.","url":"https://visaatlas.org/api/public/policy-claims","dateModified":"2026-07-01","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/policy-claims"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/citation-packs#dataset","name":"Immigration citation packs","description":"Concise, source-linked answer packets for AI retrievers, journalists, researchers and auditors, each with canonical page URL, dataset URL, facts, sources, date modified, license and suggested citation.","url":"https://visaatlas.org/api/public/citation-packs","dateModified":"2026-07-17","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/citation-packs"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/answer-capsules#dataset","name":"Verified answer capsules","description":"Question-answer records extracted from rendered Visa Atlas verified-answer blocks, each with canonical page URL, source URLs, dataset URLs, date modified, license and legal note.","url":"https://visaatlas.org/api/public/answer-capsules","dateModified":"2026-07-17","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/answer-capsules"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/citation-benchmark#dataset","name":"AI citation benchmark","description":"Fixed high-intent skilled-migration question basket used to measure whether answer engines cite Visa Atlas for source-backed immigration questions.","url":"https://visaatlas.org/api/public/citation-benchmark","dateModified":"2026-07-02","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/citation-benchmark"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/ai-retrieval-task-index#dataset","name":"AI retrieval task index","description":"Query-level retrieval contract joining benchmark immigration questions to canonical pages, answer capsules, citation packs, calculator contexts, SEO/GEO page actions, competitor battlecards, MCP tools and safe-answer rules.","url":"https://visaatlas.org/api/public/ai-retrieval-task-index","dateModified":"2026-07-04","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/ai-retrieval-task-index"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/ai-retrieval-readiness#dataset","name":"AI retrieval readiness scorecard","description":"Prompt-level gap scorecard ranking AI citation benchmark tasks by answer capsule, citation pack, page action, battlecard, calculator context, MCP tool depth and evidence-gate coverage.","url":"https://visaatlas.org/api/public/ai-retrieval-readiness","dateModified":"2026-07-05","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/ai-retrieval-readiness"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/ai-answer-accuracy-audit#dataset","name":"AI answer accuracy audit protocol","description":"Public protocol for grading high-risk AI immigration answers against source-backed Visa Atlas facts, with answer-key coverage, stale-claim traps, local commands and publication guardrails.","url":"https://visaatlas.org/api/public/ai-answer-accuracy-audit","dateModified":"2026-07-03","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/ai-answer-accuracy-audit"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/source-transparency-benchmark#dataset","name":"Immigration source-transparency benchmark","description":"Sampled competitor/source-class benchmark comparing public immigration-information surfaces against source transparency, freshness, open-data and AI-retrieval criteria.","url":"https://visaatlas.org/api/public/source-transparency-benchmark","dateModified":"2026-07-04","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/source-transparency-benchmark"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/visibility-metrics#dataset","name":"SEO/GEO visibility metrics","description":"Public measurement contract separating Google organic growth, AI citation share, crawler access, source freshness, index quality and technical trust gates.","url":"https://visaatlas.org/api/public/visibility-metrics","dateModified":"2026-07-03","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/visibility-metrics"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/traffic-forecast#dataset","name":"SEO/GEO traffic forecast model","description":"Falsifiable cohort-level planning model for the Visa Atlas 500k/month SEO/GEO target, with ranges, assumptions, measurement commands and kill gates.","url":"https://visaatlas.org/api/public/traffic-forecast","dateModified":"2026-07-03","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/traffic-forecast"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/technical-seo-controls#dataset","name":"Technical SEO/GEO control matrix","description":"Audit-ready control matrix for rendering, indexability, schema, open-data discovery, AI retrieval, freshness, performance and private-evidence boundaries behind the SEO/GEO plan.","url":"https://visaatlas.org/api/public/technical-seo-controls","dateModified":"2026-07-04","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/technical-seo-controls"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/topical-authority-map#dataset","name":"Topical authority and internal-link map","description":"Audit-ready hub-and-spoke map for SEO/GEO crawl paths: topical clusters, canonical hubs, supporting pages, anchor rules, crawl entry points and evidence commands.","url":"https://visaatlas.org/api/public/topical-authority-map","dateModified":"2026-07-04","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/topical-authority-map"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/seo-geo-audit-evidence#dataset","name":"SEO/GEO audit evidence pack","description":"Big-4-style evidence pack mapping the SEO/GEO dominance plan to public controls, local evidence workflows, external evidence needs, pass criteria and private-data boundaries.","url":"https://visaatlas.org/api/public/seo-geo-audit-evidence","dateModified":"2026-07-05","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/seo-geo-audit-evidence"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/execution-readiness#dataset","name":"SEO/GEO execution readiness scorecard","description":"Cohort-level execution scorecard tying the 500k/month SEO/GEO plan to content pieces, page changes, technical gates, competitor wedges, private evidence needs and no-go conditions.","url":"https://visaatlas.org/api/public/execution-readiness","dateModified":"2026-07-04","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/execution-readiness"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/market-share-capture-plan#dataset","name":"SEO/GEO market-share capture plan","description":"Battlecard-level capture plan tying competitor wedges to content pieces, page changes, technical changes, production tickets, evidence commands, private evidence needs and no-go gates.","url":"https://visaatlas.org/api/public/market-share-capture-plan","dateModified":"2026-07-04","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/market-share-capture-plan"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/seo-geo-production-queue#dataset","name":"SEO/GEO production queue","description":"Flat ticket queue derived from the market-share capture plan, exposing content, page, technical and evidence workstreams with owners, target pages, commands, source datasets, evidence gates and no-go conditions.","url":"https://visaatlas.org/api/public/seo-geo-production-queue","dateModified":"2026-07-04","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/seo-geo-production-queue"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/seo-geo-page-action-map#dataset","name":"SEO/GEO page action map","description":"Page-level join table mapping SEO/GEO target URLs to production tickets, battlecards, SERP/AI handoff briefs, search-demand actions, answer capsules, citation packs, calculator contexts, source datasets, local commands and audit gates.","url":"https://visaatlas.org/api/public/seo-geo-page-action-map","dateModified":"2026-07-04","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/seo-geo-page-action-map"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/battlecard-retrieval-coverage#dataset","name":"Battlecard retrieval coverage matrix","description":"Battlecard-level coverage matrix joining competitor query clusters to target pages, page-action rows, answer surfaces, citation packs, AI retrieval prompts, experiments, snapshot protocols and evidence gates.","url":"https://visaatlas.org/api/public/battlecard-retrieval-coverage","dateModified":"2026-07-06","license":"https://creativecommons.org/licenses/by/4.0/","distribution":{"@type":"DataDownload","encodingFormat":"application/json","contentUrl":"https://visaatlas.org/api/public/battlecard-retrieval-coverage"}},{"@type":"Dataset","@id":"https://visaatlas.org/api/public/seo-geo-dominance-gap-ledger#dataset","name":"SEO/GEO dominance gap ledger","description":"Battlecard-level blocker ledger joining public retrieval coverage, content/page/technical work, competitor pressure, reviewer queues, authority distribution and outcome-proof gates for the 500k/month 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