LLMrefs vs Promptwatch
as AI assistants see them, week of 2026-10-12
LLMrefs and Promptwatch are both long shots in AI answers right now, tying on overall score at 3 out of 100. LLMrefs is named in 5 of 75 answers, with Claude giving it the best showing at 5, while Perplexity never mentions it at all. Promptwatch edges ahead in raw mentions, named in 7 of 75 answers, leaning on ChatGPT (7) but getting nothing from Claude. Head-to-head, they tie on 20 questions, with Promptwatch named more often on 3 and LLMrefs more often on 2 — including a notable 2-of-3 showing for Promptwatch on "best alternatives to Peec AI."
Head to head
| metric | LLMrefs | Promptwatch |
|---|---|---|
| score | 3 | 3 |
| questions won | 5 | 6 |
By assistant
LLMrefs
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 2 | 5% of answers | #3.0 |
| Claude | 5 | 10% of answers | #8.0 |
| Gemini | not sampled this week | ||
| Perplexity | 0 | 0% of answers |
Promptwatch
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 7 | 15% of answers | #3.3 |
| Claude | 0 | 0% of answers | |
| Gemini | not sampled this week | ||
| Perplexity | 2 | 0% of answers |
Where they differ
Only LLMrefs gets named for
- What are the best free or cheap AI visibility tools?
- What are the best AI visibility tracking tools?
Only Promptwatch gets named for
- What are the best alternatives to Peec AI?
- What's the best tool for an agency tracking AI visibility for many clients?
- What's the best tool to see my share of voice against competitors in AI answers?
More comparisons
- KIME vs LLMrefs
- Knowatoa vs LLMrefs
- LLMrefs vs Trakkr
- LLMrefs vs Writesonic
- KIME vs Promptwatch
- Knowatoa vs Promptwatch
Not sold on either?
Scores count how often each assistant names a product, weighted by position. How the score works · Full AI visibility trackers leaderboard