Unified Crawlability & Compatibility
Evaluates XML sitemaps, internal entity cross-links, robots.txt agent permissions, and llms.txt configurations.
Chatability & Conversational Formatting
Checks Q&A clarity, schema-validated FAQ blocks, procedural how-to frameworks, and direct response modules.
E-Commerce Product Health
Validates structured product data, specification completeness, attribute converters, unit pricing, and transactional FAQs.
Brand Message Consistency
Eliminates conflicting cross-domain product claims that trigger LLM hallucinations.
Calibrated Presence & Rank Weighting
Benchmarks inclusion across 50+ standardized category queries with rank-weighted scoring (1.0 for top recommendations down to fractional weights for secondary mentions).
Smart Competitor Engine
Algorithmic benchmark logic that filters out monopolistic search giants to deliver true peer-to-peer competitive displacement.
Time-Series Trajectory Tracking
Analyzes visibility trends across 7-day, 30-day, and 90-day intervals with engine-specific breakdown across OpenAI and Claude.
Citation Metadata Engine Ground Truth Source Intelligence
Uncover the exact external sources models reference to generate responses.
Reverse-Source Extraction: Scans output metadata to identify the top 3 external publications, review hubs, and technical documentation databases powering your competitors' mentions.
Citation Opportunity Mapping: Pinpoints high-authority sources where your competitors are referenced and your brand is missing.
Configurable Geolocation Scope: Run prompt evaluations calibrated for national, regional, state-level, or international locales.
GEO Grow (Answer Page Builder)
Produces modular, schema-complete answer assets tailored for zero-click AI ingestion. Scaled by AI, verified by human editorial specialists.
GEO Agent (Strategy & Reporting)
Ingests your diagnostic scores alongside a custom commercial goal to generate an automated remediation roadmap and export white-label executive PDF reports.