Tracked question
“SEO software comparison”
We put this exact question to AI engines 3 times since 2026-07-28 and recorded every brand named — and where in the answer.
Each engine’s first pick
Every brand named
| # | Brand | Times named | Avg position | Best | Engines |
|---|---|---|---|---|---|
| 1 | Ahrefs | 3 | 1.0 | 1 | 1 |
| 2 | Semrush | 3 | 2.7 | 2 | 1 |
| 3 | Moz | 3 | 4.0 | 4 | 1 |
| 4 | Surfer SEO | 3 | 6.0 | 6 | 1 |
| 5 | Drawback | 2 | 2.0 | 2 | 1 |
| 6 | Serpstat | 2 | 5.0 | 5 | 1 |
| 7 | Clearscope | 2 | 7.0 | 7 | 1 |
| 8 | SE Ranking | 1 | 3.0 | 3 | 1 |
| 9 | Screaming Frog | 1 | 5.0 | 5 | 1 |
| 10 | Ubersuggest | 1 | 8.0 | 8 | 1 |
| 11 | Pro Tip | 1 | 8.0 | 8 | 1 |
Sorted by how often a brand was named, then how early. How we measure →