AI Visibility Tools Compared: Profound vs Peec vs Otterly vs AIScoring
What tools measure AI visibility?
The category is young but growing quickly. As founders realized that AI models had started mediating discovery, a set of tools emerged to answer "are the models mentioning us?" The best known include Profound, Peec AI, and Otterly, each focused primarily on monitoring how and whether AI models reference your brand. AIScoring sits in the same space but with a wider lens: it measures visibility and transactability, and it hands you the fixes rather than stopping at the diagnosis.
How do the main AI-visibility tools differ?
Profound — an enterprise-oriented AI-visibility analytics platform. It offers deep dashboards and monitoring aimed at larger brands and teams, and is priced accordingly. Strong if you need extensive, ongoing analytics and have the budget for an enterprise tool. Peec AI — focused on tracking brand mentions and share of voice across AI models over time. A good fit for teams that want continuous monitoring of how their brand shows up in AI answers relative to competitors. Otterly — centers on monitoring how you appear in AI search results and prompts, helping you see where and how you're being surfaced. AIScoring — measures both visibility (are the models surfacing you?) and transactability (could an agent actually buy from you?), condenses it into a single Agentic Score, and generates the files to fix what's wrong. Built for founders and growth leads who want a clear number, a comparison against competitors, and the actual remedy, not just a dashboard.
Which AI-visibility tool should you choose?
If you're a large brand or enterprise team that needs deep, historical monitoring dashboards across many markets, and budget isn't the constraint, a dedicated enterprise monitor is a strong choice — that's what those tools are built for. If you're a founder or growth lead who wants to know your score today, see exactly where you stand against a competitor, and get the specific fixes without hiring an agency or a specialist, that's the gap AIScoring was built to fill. The difference in philosophy is the fixes: most tools tell you that you're invisible; we also close the loop by generating your llms.txt, your pricing schema, and your corrected crawler rules.
Where does AIScoring not win?
We'd rather tell you than have you find out. We're newer than the established monitors, so we don't have years of historical dashboards. Our public score deliberately leads with the deterministic (transactability) dimension, which makes it reproducible and honest but less flashy than a big share-of-voice chart. And if what you need today is enterprise-grade, multi-market visibility monitoring at scale, a dedicated tool like Profound may fit you better. Saying that clearly is part of the point — a scoring company that shades the truth to win a comparison has already lost the only thing that matters, which is trust.
How do I decide?
Start by scanning your site to see your Agentic Score and where your gaps actually are. If the gaps are transactability and "I need to fix this now," AIScoring closes that loop end-to-end. If the gaps are "I need deep ongoing monitoring across many markets and a big team to act on it," weigh the enterprise monitors. Either way, decide from a real measurement rather than a marketing page.
Frequently Asked Questions
- What is the best AI visibility tool?
- There's no single best — it depends on your size and goal. Enterprise monitors like Profound suit large teams needing deep dashboards; AIScoring suits founders and growth leads who want a clear score, competitor comparison, and the fixes.
- What makes AIScoring different from Profound, Peec, or Otterly?
- Two things: it measures transactability (whether an agent could buy from you), not just visibility, and it generates the files to fix the problems rather than only reporting them.
- Is there a free AI visibility checker?
- Yes — AIScoring lets you scan your site and see your Agentic Score for free, with no signup, before deciding whether you want the deeper audit.
- Do I need more than one of these tools?
- Usually not. Pick the one that matches your primary goal — deep enterprise monitoring versus score-plus-fixes for a lean team.
- Are these tools only for big companies?
- Some enterprise monitors are priced and built for larger teams. AIScoring is deliberately aimed at founders and small growth teams, with a free scan as the entry point.