Platform Comparison
Hordus AI vs SE Ranking
SE Ranking is a capable traditional SEO platform. Hordus AI is purpose-built for the AI era — measuring and engineering brand visibility across ChatGPT, Claude, Gemini, Perplexity, and AI Overviews.
Traditional SEO vs Generative Engine Optimization
SE Ranking optimizes for blue-link search results. Hordus AI optimizes for AI-generated answers — the new discovery channel where brands are cited (or not) inside ChatGPT, Claude, Gemini, and Perplexity responses. These require fundamentally different data sources, measurement approaches, and execution playbooks.
Feature Comparison: Hordus AI vs SE Ranking
| Capability | Hordus AI | SE Ranking |
|---|---|---|
| Primary Use Case | ✓AI brand visibility, GEO/AEO, Answer Share of Voice | Traditional SEO — keyword rankings, backlinks, technical audits |
| AI Engine Coverage | ✓ChatGPT, Claude, Gemini, Perplexity, AI Overviews (5 engines, native) | AI Overview tracking added on top of existing SEO toolset |
| Data Source | ✓30M+ opted-in real devices — actual user behavioral data (GDPR/CCPA) | Search engine crawl data and keyword databases — no behavioral AI data |
| Answer Share of Voice (A-SOV) | ✓Real A-SOV measurement across all AI engines with trend analysis | Not available — keyword share of voice only |
| AI Journey Tracing | ✓Full path from AI prompt → brand mention → conversion | Not available — no AI journey attribution |
| GEO Audit | ✓Structural and semantic gap analysis blocking AI citation, AI-native | Technical SEO audits adapted for traditional search engines |
| Dataset Engineering | ✓Fully managed content placement for AI model retrieval | Content recommendations for traditional search — no AI retrieval engineering |
| Service Model | ✓Fully managed enterprise service — Hordus team executes GEO strategy | Self-serve SaaS tool — requires in-house SEO team |
When to Use Each Platform
Choose Hordus AI when:
- • Your brand needs to appear in AI-generated answers
- • You want to measure Answer Share of Voice against competitors
- • You need a managed team to execute GEO strategy
- • AI engines are a primary or growing discovery channel for your category
- • You need real behavioral data, not simulated queries
SE Ranking is suitable when:
- • Your focus is traditional blue-link search rankings
- • You need keyword tracking, backlink analysis, site audits
- • AI search visibility is not yet a priority for your business