AI visibility tools
Which AI-visibility platforms do AI engines actually recommend?
Profound was named in 85% of 20 answers.
- Engines
- DeepSeek (deepseek-chat), Kimi (kimi-k2.6)
- Prompts asked
- 10
- Answers counted
- 20
- Measured
- 2026-09-17
Who got named
Across 9 brands we tracked. “Named in” is the raw count — with 20 answers, each one is 5% of the sample.
| Best position | Brand | Named in | Rate | Avg position |
|---|---|---|---|---|
| 1 | Profound | 17/20 | 85% | 1.2 |
| 5 | Semrush | 13/20 | 65% | 7.0 |
| 1 | Otterly.ai | 11/20 | 55% | 3.0 |
| 1 | Peec AI | 11/20 | 55% | 1.8 |
| 4 | Brandwatch | 11/20 | 55% | 5.5 |
| 5 | Ahrefs | 11/20 | 55% | 7.7 |
| 3 | Scrunch | 9/20 | 45% | 3.7 |
| — | Similarweb | 1/20 | 5% | — |
Question by question
Which of the 9 tracked brands each prompt named — Profound, the leader, is highlighted.
- What is the best AI visibility monitoring tool?Profound · Otterly.ai · Peec AI · Scrunch · Semrush · Ahrefs · Brandwatch
- Which tools track how a brand appears in ChatGPT answers?Profound · Otterly.ai · Peec AI · Scrunch · Semrush · Ahrefs · Brandwatch
- Best software for monitoring brand mentions in AI search resultsProfound · Otterly.ai · Peec AI · Scrunch · Semrush · Ahrefs · Brandwatch
- How can I check whether AI assistants recommend my brand?Profound · Otterly.ai · Peec AI · Scrunch · Semrush · Ahrefs · Brandwatch
- Best tools for tracking your visibility in AI answersProfound · Otterly.ai · Peec AI · Scrunch · Semrush · Ahrefs · Brandwatch
- How do I choose an AI visibility monitoring tool?Profound · Otterly.ai · Peec AI · Scrunch · Semrush · Ahrefs · Brandwatch
- Profound vs Peec AI — which should I use?Profound · Peec AI
- Otterly alternatives for tracking AI mentionsProfound · Otterly.ai · Peec AI · Scrunch · Semrush · Ahrefs · Brandwatch · Similarweb
- Best AI visibility tool for an agency managing many clientsProfound · Otterly.ai · Peec AI · Scrunch · Semrush · Ahrefs
- What should I look for in an AI brand monitoring tool?Profound · Otterly.ai · Peec AI · Scrunch · Brandwatch
Asked the same questions, the top two were separated on 2: only Profound in 2.
Never named
Tracked, asked about, and not mentioned once (1 of 9).
How this was measured
- Each prompt was asked verbatim — no instruction to produce a list, no mention of Moss Agents. Biasing the answers would make the numbers meaningless.
- A brand counts as named when its name (or an alias we recorded) appears in the answer text, matched on word boundaries so “Core” does not match inside “Score”.
- Position is the 1-based place in the answer’s main ranked list — the longest list it wrote. Answers often add smaller side-lists (“best for small teams”, “also consider”); counting those would let a brand look like #1 for winning a two-item list. A brand named only in prose, or only in a side-list, has no position and shows “—”.
- The brand list is curated, not the whole market. These are brands we chose to track, so a brand missing from this page is not evidence that AI ignores it. Answers sometimes name companies we did not track; those are not counted.
- We are in this list too. Moss Agents is tracked by the same prompts, the same engines and the same matcher as every brand beside it, which is why you may find us at the bottom of it. No alias is added for us and no prompt asks about us. A ranking we publish about ourselves is only worth reading if we appear in it under the same rules as everyone else — so if our row reads zero, that is the measurement, not an oversight.
- Failed API calls are excluded from rates rather than counted as “not named”, and are reported above.
Where does your brand land?
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