GeoScript Changelog

What shipped. What’s next.

An honest record of GeoScript builds: what is working, what is in development, and what is planned. No hype, no futures as facts.

GeoScript is currently in private beta. Access is by invitation. Contact us to inquire about access.

Private Beta

Private beta — initial platform build

Shipped

GeoScript's core platform reaches private beta. The agency console, opportunity pipeline, monitoring, optimization, deployment, and reporting verticals are functional end-to-end for invited agencies. This entry documents what shipped, what remains in development, and what is planned.

  • Agency console

    Multi-tenant agency workspace with member roles, tenant isolation enforced at the service layer, and a client seat entitlement model.

    → Getting started

  • Opportunity Board

    Ranked list of businesses with observable AI-visibility gaps. Save, unlock, and work opportunities through the pipeline. Exclusivity enforcement (OPP_EXCLUSIVE_HELD) prevents cross-agency conflicts.

    → Opportunities

  • Opportunity Score v1

    Deterministic, versioned scoring formula with 8 named components, per-component explainability, missing-evidence penalty, and tenant-isolated score persistence. Status: in development — several input signals (CPC, enrichment) await real data sources.

    → Opportunity Score methodology

  • Agency CRM

    Built-in relationship tracker covering SAVED → CONTACTED → PITCHED → NEGOTIATING → WON → ACTIVE. WON stage does not trigger billing — seat activation is a separate explicit action.

    → Agency CRM

  • Pitch Rooms

    Token-gated shareable proposal pages backed by AI-visibility data. State machine: DRAFT → PUBLISHED → REVOKED. Atomic view counter, DB-enforced agency/relationship ownership, honest observation counts.

    → Pitch Rooms

  • Prompt Monitoring — 1,118 prompts per client

    Deterministic prompt universe generator: 1,118 prompts across 5 categories per client, SHA-256 IDs, idempotent upsert, retire-never-delete pagination.

    → Documentation

  • AI Visibility Monitoring — 3 of 6 engines live

    End-to-end prompt execution against real AI engines. ChatGPT (OpenAI), Claude (Anthropic), and Perplexity are live and returning real observations. Gemini, Google AI Overview, and Copilot are in development — coverage will expand as those integrations complete.

    → Documentation

  • Website Intelligence

    Real static-HTTP crawler with SSRF hardening, politeness rules, and deterministic content-hash snapshots. Builds the data foundation for all optimization work.

    → Clients — what a paid seat includes

  • Content Genome

    Deterministic, typed extraction of content blocks, structured data, FAQ items, service area signals, and entity definitions from every crawled page. Versioned representation that never silently overwrites historical snapshots.

    → Clients — what a paid seat includes

  • Optimization Engine — 6 rules

    Turns Content Genome findings into typed, deterministic recommendations: missing LocalBusiness schema, missing FAQ block, thin content, missing meta description, multiple H1, missing service area block. DB-enforced deduplication.

  • Standard Script

    Lightweight fail-open browser tag applying typed, constrained DSL optimizations from a signed deployment manifest. No arbitrary JavaScript execution, no inline event handlers.

  • Automated Deployment pipeline

    Risk-aware full deployment lifecycle: recommendation → intervention → signed package → risk-gated approval → preflight → activate → independent verification → rollback. State machine verified end-to-end.

  • Outcome Measurement

    Compares AI observations inside a bounded half-open window before and after deployment. Pipeline is working; evidence depth is limited by the 3-of-6 live engines.

  • Reports — white-label, immutable snapshots

    Period-scoped reports with 4 locked narrative sections. Shareable stable-token public URL, agency-branded client-facing page (GeoScript not mentioned). PDF download. DB-enforced immutability prevents post-publish edits.

    → Reports

  • Ask GeoScript — grounded in-app Q&A

    Natural-language interface for agencies to query client data. Strictly grounded in stored workspace data — no live web queries, no speculation. Deterministic zero-cost refusal when workspace has no evidence. Tenant isolation enforced before data retrieval.

    → Ask GeoScript

  • Client Seats — $299/month

    Per-seat billing via Stripe. Seat activation triggers monitoring, website intelligence, and reporting entitlements. Webhook idempotent. Seat state machine: ACTIVE_ONBOARDING → ACTIVE → PAST_DUE.

    → Billing

  • Methodology surfaces

    Opportunity Score methodology and Data Freshness methodology pages published with honest, grounded descriptions of how GeoScript numbers are produced.

    → Methodology

  • Documentation — 8 pages

    Operational documentation for the agency console: Getting Started, Opportunities, Agency CRM, Pitch Rooms, Clients, Reports, Ask GeoScript, and Billing. Remaining ~16 topics listed as coming soon.

    → Documentation

  • Glossary — 12 terms

    Authoritative definitions for core AI visibility industry terms (AI visibility, AEO, GEO, AI citation, AI share of voice, AI crawler, agent traffic, recommendation rate) and GeoScript proprietary concepts (Content Genome, Opportunity Score, Pitch Room, Business Truth).

    → Glossary

What’s planned (not yet shipped)

Planned

These capabilities are on the roadmap but have not started or are not yet available in private beta. They are listed here for transparency, not as commitments.

  • Competitor Intelligence

    Extraction of which competing entities AI engines recommend in response to the prompt universe, per engine and over time. Not yet started.

  • Citation Intelligence

    Preservation and ranking of ordered citations each engine surfaces, for measuring which sources drive AI recommendations. Not yet started.

  • Agent Traffic

    Server- and CDN-level visibility into AI crawler and agent requests, with identity verification and purpose classification. Depends on Advanced Edge adapter, which is also not yet started.

  • Advanced Edge (Cloudflare adapter)

    Origin-side or CDN-worker integration. Required for Agent Traffic and Advanced Agent Delivery. Not yet started.

  • Content Studio

    Human-review surface for editing, approving, and versioning recommendations before deployment. Not yet started.

  • White-Label Distribution

    Agency-branded client-facing surfaces backed by GeoScript infrastructure. Not yet started.

  • Remaining AI engine integrations (Google AI Overview, Gemini, Copilot)

    Three of six monitored engines are currently returning real observations. The other three are in development.

Private beta notice

GeoScript is in private beta. APIs, data models, and capabilities may change without notice. Published documentation reflects the current state of the build, not future promises. When capabilities change from planned to available, this changelog will be updated with an honest assessment of what shipped and how it works.