A visibility number alone won't tell you if you're winning. Share of voice does: your slice of the AI conversation against the competitors fighting for the same answer.
Every brand ranked by its slice of AI answers, with week-over-week movement deltas across every engine you track.
llemmy surfaces the rivals it finds inside AI answers - you don't have to guess who to track, or who's quietly gaining.
Get notified when your own brand slips - a visibility drop, negative mentions, or a sensitive topic surfacing on the daily refresh.
ChatGPT might name you first while Perplexity skips you entirely. llemmy breaks visibility down by engine so you know which model to focus on next, and which content move closes the gap.
More engines, deeper rival profiling, and the data ownership serious teams demand.
| Capability | llemmy | Peec.ai | Semrush | Otterly.ai |
|---|---|---|---|---|
| Competitor share of voice | Yes | Yes | Partial | Yes |
| AI engines tracked | 7 | 4 | AI Overviews | 3 |
| Auto-discover rivals from AI answers | Yes | Partial | No | Partial |
| Per-engine competitor breakdown | Yes | Yes | No | Partial |
| Sentiment vs rivals | Yes | Partial | No | Yes |
| GSC + GA4 built in | Yes | No | Yes | No |
| Open API + webhooks | Yes | Partial | Yes | No |
| Self-hosting / data ownership | Yes | No | No | No |
Comparison reflects publicly described features as of June 2026 and is provided for general guidance only. Competitor products change frequently - verify current capabilities with each vendor.
One visibility score across every answer engine.
A 0-100 composite of visibility, position and sentiment.
First insights in under five minutes. No credit card, AI models included.