vectory.space in the prompt. Each button opens a new tab with the prompt pre-filled.
The most honest comparison of AEO/GEO platforms in the industry. Real engines tracked (ChatGPT · Gemini · Perplexity · Claude), real ROI, real numbers — not glossy claims.
What every platform actually ships — not what their marketing says. Updated 2026-04 with live audits of each tool's product surface.
| Capability | Vectory | Profound | Peec AI | ZipTie | Surfer SEO | Clearscope | MarketMuse |
|---|---|---|---|---|---|---|---|
| AI engines tracked | 4 · ChatGPT, Gemini, Perplexity, Claude | 3 | 2 | 2 | 0 · SERP only | 0 · SERP only | 0 · SERP only |
| Citation tracking (real LLM runs) | ✓ per-prompt, sourced | ✓ | ~ aggregated | ✓ | ✗ | ✗ | ✗ |
| Sentiment analysis on mentions | ✓ 0–1 index, per-engine | ~ tone tag only | ✗ | ✗ | ✗ | ✗ | ✗ |
| Source authority scoring | ✓ influence-weighted | ~ count-based | ✗ | ~ | ✗ | ✗ | ✗ |
| Adversarial Quality Gate (LLM self-test loop) | ✓ 5-iter patcher, rollback | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Auto-deploy llms.txt + JSON-LD + sitemap | ✓ one-click | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| MCP server / .well-known integration | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| AI-Magnet content pipeline (generate + ship) | ✓ end-to-end | ✗ | ✗ | ✗ | ~ editor only | ~ editor only | ~ editor only |
| Hallucination & brand-safety shield | ✓ auto-flag + patch | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Open scoring methodology | ✓ /scoring/ | ✗ proprietary | ✗ | ~ partial | ✗ | ✗ | ✗ |
| Re-audit cadence | Weekly · automated | Weekly | Monthly | Weekly | On-demand | On-demand | Monthly |
| Dedicated R&D team per client | ✓ 24/7 | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Response time (support) | 15 minutes | 1–2 days | 2–3 days | 1–2 days | Email/ticket | Email/ticket | Email/ticket |
| Free starter audit | ✓ Real, full-pipeline | ~ Demo only | ~ Limited | ~ Trial | ✗ | ✗ | ✗ |
| Entry pricing | Custom · Concierge | $499/mo | $89/mo | $199/mo | $89/mo | $189/mo | $149/mo |
✓ shipping · ~ partial / weak / under construction · ✗ not offered. Prices as of 2026-04 from public sites; please verify before purchase.
Detailed pages with the full breakdown — what they do well, where Vectory pulls ahead, and which one you should actually pick for your use case.
A real Vectory audit run on your domain across ChatGPT, Gemini, Perplexity and Claude. Side-by-side comparison vs your top 3 competitors. Delivered in under 48 hours by a real R&D engineer, not a chatbot.