GeoBusinessIQGeoBusinessIQ

Changelog

A dated record of what changed on GeoBusinessIQ and why it matters — platform phases, rankings, calculators, content, and AI-visibility releases. Newest first.

Last updated:

Quick answer

GeoBusinessIQ shipped in seven phases between May 2026 — foundation, calculators, topic clusters, OG infrastructure, intent SEO, the authority/AI-visibility layer, and the distribution & authority growth layer — each release tagged with what changed and why.

AI visibilityCalculatorsEditorialInfrastructureMethodologyPlatformRankings
  1. Methodology

    Phase 7 — Distribution & authority growth layer

    Affects: Methodology, Changelog, Insights, Sources

    What changed: Added the methodology transparency system (/methodology), this changelog, citation-oriented insight pages (/insights), a strengthened entity-relationship graph, and expanded source governance and AI-citation surfaces.

    Why it matters: Made the platform's reasoning, limits, and provenance explicit and linkable — the basis for citation-worthiness and editorial trust.

  2. AI visibility

    Phase 6 — Authority & AI-visibility layer

    Affects: Guides, Sources, Platform

    What changed: Consolidated the authority guides, AI-visibility blocks, entity-SEO relationships, freshness governance, source governance, llms.txt, and IndexNow into a coherent authority layer.

    Why it matters: Raised editorial trust and AI-search visibility on a transparent, source-aware foundation.

  3. AI visibility

    llms.txt & IndexNow launch

    Affects: Platform

    What changed: Published a deterministic /llms.txt map of the platform for LLM crawlers and added IndexNow submission infrastructure, plus freshness and source-governance systems.

    Why it matters: Made the site machine-readable and quick to (re)index, with a computed, reproducible 'data reviewed' date.

  4. AI visibility

    AI visibility layer

    Affects: Rankings, Comparisons, Guides

    What changed: Added reusable AI-citable blocks (QuickAnswer, KeyTakeaways, FounderNotes, DecisionFactors) and deterministic snippet derivation so concise, extractable answers render in the initial HTML.

    Why it matters: Improved extraction for AI search and featured snippets while keeping wording grounded in typed data.

  5. Editorial

    Authority guide launch

    Affects: Guides

    What changed: Launched the structured authority-guide layer — source-aware founder decision guides with quick answers, key takeaways, decision frameworks, and FAQs, linked to rankings, comparisons, and calculators.

    Why it matters: Added editorial depth and citation-worthy decision guidance without generic AI filler.

  6. Editorial

    Phase 5 — Intent-SEO acquisition layer

    Affects: Compare, Best-country guides

    What changed: Added high-intent comparison pages and commercial-intent best-country landing pages, each bound to an existing scorer or a transparent country-data metric — no fake or hardcoded rankings.

    Why it matters: Met founders at their exact decision query while keeping every claim traceable to the country dataset.

  7. Infrastructure

    Phase 4 — Visual & OG infrastructure

    Affects: Rankings, Countries, Comparisons, Calculators

    What changed: Extended dynamic per-page Open Graph image generation across rankings, countries, comparisons, calculators, and topic clusters.

    Why it matters: Improved branded discoverability and link previews on social and chat surfaces without compromising static export.

  8. Editorial

    Phase 3 — Topic cluster intelligence

    Affects: Taxes, Banking, Company formation, SaaS, Remote business

    What changed: Added per-country topic cluster pages with computed cross-country context (rank, percentile, medians, regional peers) across taxes, banking, formation, startup cost, SaaS, and remote business.

    Why it matters: Gave each country a topic-scoped view with deterministic comparative context, strengthening topical depth and internal linking.

  9. Rankings

    Rankings expansion

    Affects: Rankings

    What changed: Expanded the founder ranking set and scoring methodologies to cover more intents (SaaS, payments, formation, remote, e-commerce, holding companies, and more), each with a published weight table.

    Why it matters: Lets founders shortlist by the specific decision they face, with the weighting behind each ranking fully legible.

  10. Platform

    Phase 2 — Data & calculator intelligence

    Affects: Countries, Calculators, Rankings

    What changed: Expanded the country intelligence graph, added pilot personal-tax profiles, broadened comparison coverage, and applied the premium GeoBusinessIQ identity.

    Why it matters: Deepened the dataset and the calculators that read from it, widening the questions the platform can answer from typed data.

  11. Calculators

    Calculator rollout

    Affects: Calculators

    What changed: Shipped the first working tax and founder calculators (corporate tax, VAT, founder cost) computing from country data, replacing preview-only stubs, each with a published methodology and the data's last-updated date.

    Why it matters: Turned static figures into interactive estimates founders can run on their own numbers, while keeping every formula transparent and dated.

  12. Platform

    Phase 1 — Foundation

    Affects: Countries, Rankings, Comparisons, Guides, Sources

    What changed: Launched the typed country dataset, the transparent scoring engine and first rankings, country-vs-country comparisons, MDX guides, the declared source registry, JSON-LD across entity types, and the sitemap/robots foundation.

    Why it matters: Established the data-first architecture: every figure is typed, validated at build time, and traced to a declared source — the basis for everything that follows.

Data freshness

This changelog was last reviewed on . Data reviewed 2026-06-23 across 89 dated entries. See the freshness policy for how these dates are computed.