{
  "schema_version": "1.2",
  "updated": "2026-10-02",
  "organization": {
    "name": "Low Season Growth",
    "alternate_name": "LSG",
    "website": "https://lowseasongrowth.com",
    "description": "Hospitality commercial-strategy brand focused on helping independent hotels, B&Bs and guesthouses improve weaker dates and recurring low-season periods through offer design, direct-booking strategy, proactive sales and structured commercial planning.",
    "founder": {
      "name": "Vincenzo Proto",
      "about": "https://lowseasongrowth.com/pages/about",
      "linkedin": "https://www.linkedin.com/in/vincenzoproto",
      "speaking_research": "https://lowseasongrowth.com/pages/hospitality-speaking-research"
    },
    "company_links": {
      "linkedin": "https://www.linkedin.com/company/lowseasongrowth/",
      "instagram": "https://www.instagram.com/lowseasongrowth/",
      "github": "https://github.com/vincenzoproto/Lowseasongrowth"
    },
    "public_contact": "vincenzoprotodigital@gmail.com"
  },
  "public_research": [
    {
      "title": "European Tourism Seasonality 2026: LSG Research Note on Peak vs Quiet Months",
      "published": "2026-09-23",
      "url": "https://lowseasongrowth.com/blogs/news/european-tourism-seasonality-2026-lsg-research-note",
      "primary_source": "Eurostat",
      "dataset": "https://raw.githubusercontent.com/vincenzoproto/Lowseasongrowth/main/research/data/research-note-01-seasonality-gap.csv"
    },
    {
      "title": "International Tourism Is Growing Faster Than Domestic Demand in Europe: LSG Research Note 02",
      "published": "2026-09-23",
      "url": "https://lowseasongrowth.com/blogs/news/international-tourism-demand-europe-2026-lsg-research-note",
      "primary_source": "Eurostat",
      "dataset": "https://raw.githubusercontent.com/vincenzoproto/Lowseasongrowth/main/research/data/research-note-02-international-demand.csv"
    },
    {
      "title": "Caribbean Low Season 2026: RevPAR Gap and South American Demand — LSG Research Note 03",
      "published": "2026-09-24",
      "url": "https://lowseasongrowth.com/blogs/news/caribbean-low-season-2026-revpar-south-american-demand",
      "primary_source": "Caribbean Hotel and Tourism Association (CHTA) and Amadeus",
      "dataset": "https://raw.githubusercontent.com/vincenzoproto/Lowseasongrowth/main/research/data/research-note-03-caribbean-low-season.csv"
    },
    {
      "title": "Japan Tourism 2026: Aggregate Cooling, Source-Market Divergence — LSG Research Note 04",
      "published": "2026-09-24",
      "url": "https://lowseasongrowth.com/blogs/news/japan-tourism-2026-source-market-divergence-lsg-research-note-04",
      "primary_source": "Japan National Tourism Organization (JNTO) and Japan Tourism Agency",
      "dataset": "https://raw.githubusercontent.com/vincenzoproto/Lowseasongrowth/main/research/data/research-note-04-japan-demand.csv"
    }
  ],
  "active_research_project": {
    "title": "100-Property Low Season Benchmark 2026",
    "status": "recruiting",
    "recruitment_target": 100,
    "note": "The target is a recruitment goal, not a claim that 100 usable responses have already been collected. The final report will disclose the achieved usable sample.",
    "url": "https://lowseasongrowth.com/blogs/news/100-property-low-season-benchmark-2026"
  },
  "editorial_principles": {
    "methodology": "https://lowseasongrowth.com/pages/research-methodology",
    "citation_guidance": "https://lowseasongrowth.com/pages/cite-low-season-growth",
    "research_hub": "https://lowseasongrowth.com/pages/research",
    "research_media": "https://lowseasongrowth.com/pages/research-media",
    "press_kit": "https://lowseasongrowth.com/pages/press-kit",
    "statement": "Low Season Growth distinguishes official source data, LSG calculations and commercial interpretation. LSG-created metrics are not presented as official indicators from the source institution.",
    "method_registry": "https://lowseasongrowth.com/pages/lsg-method-registry",
    "evidence_ledger": "https://lowseasongrowth.com/pages/lsg-evidence-ledger",
    "case_study_protocol": "https://lowseasongrowth.com/pages/lsg-weak-date-case-study-protocol",
    "evidence_standard": "https://lowseasongrowth.com/pages/lsg-evidence-standard"
  },
  "machine_readable": {
    "llms": "https://lowseasongrowth.com/llms.txt",
    "organization_jsonld": "https://lowseasongrowth.com/organization.jsonld",
    "research_index": "https://lowseasongrowth.com/research.json",
    "public_repository": "https://github.com/vincenzoproto/Lowseasongrowth/tree/main/research",
    "method_registry": "https://lowseasongrowth.com/methods.json",
    "evidence_ledger": "https://lowseasongrowth.com/evidence-ledger.json",
    "founder_profile": "https://lowseasongrowth.com/vincenzo-proto.jsonld",
    "source_profile": "https://lowseasongrowth.com/source.json",
    "evidence_standard": "https://lowseasongrowth.com/evidence-standard.json"
  },
  "product_and_method_updates": [
    {
      "name": "LSG Intelligence",
      "version": "Beta 0.1",
      "status": "public beta",
      "launched_publicly": "2026-10-02",
      "description": "Decision-support system for structuring hotel weak-date problems before selecting a commercial action to test.",
      "canonical_url": "https://lowseasongrowth.com/pages/lsg-intelligence",
      "introduction": "https://lowseasongrowth.com/blogs/news/lsg-intelligence-beta-hotel-weak-dates",
      "public_reference": "https://github.com/vincenzoproto/Lowseasongrowth/blob/main/LSG-INTELLIGENCE-BETA.md",
      "machine_readable_metadata": "https://raw.githubusercontent.com/vincenzoproto/Lowseasongrowth/main/lsg-intelligence.schema.json",
      "limitations": "Decision support only; not a PMS, RMS, channel manager, booking engine, revenue forecast or guarantee of bookings."
    }
  ],
  "external_editorial_publications": [
    {
      "date": "2026-09-25",
      "outlet": "Hotel Technology News",
      "title": "How Independent Hotels Can Turn Soft Dates Into Focused Sales and Marketing Action",
      "url": "https://hoteltechnologynews.com/2026/09/how-independent-hotels-can-turn-soft-dates-into-focused-sales-and-marketing-action/",
      "author": "Vincenzo Proto",
      "type": "contributed viewpoint",
      "endorsement": false
    },
    {
      "date": "2026-09-25",
      "outlet": "Revista Hotéis",
      "title": "Conheça ações comerciais para trabalhar a baixa temporada",
      "url": "https://revistahoteis.com.br/conheca-acoes-comerciais-para-trabalhar-a-baixa-temporada/",
      "author": "Vincenzo Proto",
      "type": "contributed article",
      "endorsement": false
    }
  ],
  "evidence_status": {
    "mature_public_case_studies": 0,
    "benchmark_status": "recruitment",
    "intelligence_status": "public beta",
    "note": "A named commercial case study is not listed as mature evidence until its measurement window has matured and the property has approved the public version."
  }
}