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Product Roadmap

Building the Future of GEO

We're transparent about where we are and where we're going. Here's what's available now in beta and what we're working toward.

Available Now (Beta)

Beta Status

GEOStrategy.Pro is currently in beta. All snapshots are admin-executed and manually reviewed by the founder. This is a one-time research service, not automated monitoring.

LIVE
AI Brand Snapshot
One-time observation report delivered as professional PDF
  • Admin-executed observation runs using selected AI platforms
  • Manual review and quality control by founder
  • PDF delivery of verbatim AI responses with metadata
  • Prominent disclaimers: informational, non-authoritative, beta
  • Secure admin-only dashboard access
What's NOT Included in Beta
  • ×No automated monitoring or continuous tracking
  • ×No self-service snapshot creation
  • ×No scoring, trend analysis, or recommendations
  • ×No guarantees of accuracy or completeness
  • ×No remediation or implementation services

Planned (Future Phases)

Intent, Not Commitment

The capabilities below represent our intended direction, not guaranteed deliverables. Timelines and features are subject to change based on governance review, technical feasibility, and user feedback.

Future
Expanded AI Platform Coverage
Integration with additional AI systems via official APIs
  • Direct API access to leading AI platforms (subject to availability)
  • Improved accuracy through official platform integrations
  • Broader coverage of AI search and recommendation systems
Future
Increased Automation
Automated observation execution with governance controls
  • Scheduled observation runs (subject to governance approval)
  • Automated quality checks and validation
  • Rate limiting and cost controls
Future
Scoring & Trend Analysis
Optional scoring, trend tracking, and periodic snapshots
  • AI Representation Risk Index (ARRI) scoring framework
  • Longitudinal tracking of brand representation changes
  • Transparent explainability and limitations disclosure
Future
Subscription Offerings
Potential tiered access to periodic snapshots and analysis
  • Monthly or quarterly snapshot delivery options
  • Access to trend analysis and historical comparisons
  • Subject to governance approval and testing

Technical Direction

API-Driven Accuracy Improvements
Our path toward more reliable and comprehensive AI brand observation

The beta AI Brand Snapshot service uses controlled observation techniques to query AI systems. As official APIs become available from leading AI platforms, we intend to integrate them to improve accuracy, coverage, and reliability. This will enable:

  • Direct platform integration: Official API access to ChatGPT, Claude, Perplexity, and other AI systems (subject to availability and terms)
  • Improved observation quality: Standardized query execution with consistent response formats
  • Expanded coverage: Ability to query more AI platforms as APIs become accessible
  • Governance-first approach: All integrations subject to testing, rate limiting, and ethical review

Important: API availability, terms of service, and rate limits are controlled by AI platform providers. We cannot guarantee access to any specific platform or timeline for integration. All technical plans are subject to change based on feasibility and governance review.

Ready to See How AI Represents Your Brand?

Request a one-time AI Brand Snapshot and get a professional PDF report