LLMrefs vs Trakkr
as AI assistants see them, week of 2026-10-12
LLMrefs and Trakkr both land at an overall score of 3 out of 100, so neither is exactly a star pupil in AI assistants' eyes. LLMrefs shows up in 5 of 75 answers, with its best showing in Claude (5) and nothing from Perplexity. Trakkr edges ahead in mentions, named in 8 of 75 answers, driven mostly by Claude (9), while ChatGPT and Perplexity give it zero. Head-to-head, the two tie in 18 questions, Trakkr comes out ahead in 5, and LLMrefs leads in just 2. Both go unmentioned for the same question about measuring traffic from ChatGPT and Perplexity.
Head to head
| metric | LLMrefs | Trakkr |
|---|---|---|
| score | 3 | 3 |
| questions won | 5 | 8 |
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 |
Trakkr
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 0 | 0% of answers | |
| Claude | 9 | 20% of answers | #12.3 |
| Gemini | not sampled this week | ||
| Perplexity | 0 | 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 alternatives to Scrunch AI?
Only Trakkr gets named for
- What's the best tool for an agency tracking AI visibility for many clients?
- What are the best alternatives to Profound?
- What are the best alternatives to Peec AI?
- What are the best alternatives to Semrush AI Toolkit?
- What are the best GEO (generative engine optimization) tools?
More comparisons
- KIME vs LLMrefs
- Knowatoa vs LLMrefs
- LLMrefs vs Promptwatch
- LLMrefs vs Writesonic
- KIME vs Trakkr
- Knowatoa vs Trakkr
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