60 days of real testing. Here's what we learned about Otterly AI and every other GEO tool.
April 2026 — Multiple threads on r/ArtificialInteligence show high interest in head-to-head comparisons of AI visibility tools. One user spent 60 days testing Peec AI, Otterly, Profound, LLMClicks, Rankscale, AthenaHQ, Goodie AI and more.
We did the same research. Here's the real breakdown.
| Tool | Price | Best For | Weakness |
|---|---|---|---|
| Peec AI | Enterprise ($$$) | Agencies with budget | High cost for individuals |
| Otterly | $$/mo | Quick checks | Limited depth |
| Profound | $$/mo | Enterprise teams | Complex setup |
| Rankscale | $59+/mo | Monitoring only | No recommendations |
| LLMClicks | $$/mo | Link tracking | Narrow scope |
| Our Alternative | $19/mo | Everything | — |
Key findings from community testing:
The category problem everyone identified:
"Are AI visibility platforms actually measuring model understanding, or just prompt behavior?"
This is the right question. And it reveals a trust gap in the entire category.
Our approach:
| Feature | Enterprise Tools | Our Alternative |
|---|---|---|
| AI Visibility Monitoring | ✅ | ✅ |
| Recommendations | ⚠️ Varies | ✅ Built-in |
| Methodology Transparency | ⚠️ Limited | ✅ Full docs |
| White-Label Reports | Enterprise only | ✅ |
| Price | $200-500/mo | $19/mo |
No brand-name recognition. No enterprise contract. Just the tool that actually works.
Check Your AI Visibility Free →