Key takeaways
- Profound is the most analytically deep platform but costs $499/month and is built for enterprise teams with dedicated resources to act on the data.
- Peec.ai is a solid mid-market pick with strong multi-language support (115+ languages) starting around €89/month.
- Otterly.AI is the most affordable entry point at $29/month, good for quick monitoring but limited in depth.
- Promptwatch is the only platform in this comparison that closes the full loop: it finds gaps, helps you create content to fill them, and tracks whether that content gets cited -- making it an optimization platform, not just a tracker.
- Most platforms in this space show you where you're invisible. Fewer help you do anything about it.
AI search has quietly eaten a chunk of organic traffic that most marketing teams haven't fully accounted for yet. NP Digital's analysis of 50 B2B companies found organic leads dropped 47% between January and October 2025. Meanwhile, 66% of UK senior decision-makers now use ChatGPT, Copilot, or Perplexity to research suppliers before ever visiting a website. If your brand isn't showing up in those AI responses, you're losing deals you don't even know you're losing.
That's what AI visibility platforms are supposed to solve. But the category has splintered fast -- there are now dozens of tools claiming to track your brand across LLMs, and they vary wildly in what they actually do. Some are sophisticated analytics suites. Some are glorified dashboards. A few actually help you improve your visibility, not just measure it.
This guide ranks four of the most-discussed platforms -- Profound, Peec.ai, Otterly.AI, and Promptwatch -- based on what they're genuinely good at, who they're built for, and where they fall short.
What "AI visibility" actually means (and why it's hard to measure)
Before ranking tools, it's worth being clear about what we're measuring. AI visibility refers to how often and how favorably your brand appears in AI-generated responses -- ChatGPT answers, Perplexity summaries, Google AI Overviews, Claude responses, and so on.
This is genuinely hard to track because:
- AI models don't have deterministic outputs. Ask the same question twice and you might get different citations.
- Each model (ChatGPT, Gemini, Claude, Perplexity) has its own training data, retrieval logic, and citation behavior.
- The "ranking" concept from traditional SEO doesn't map cleanly onto AI responses -- you're either cited or you're not, and context matters enormously.
Good AI visibility tools handle this by running large volumes of prompts repeatedly, aggregating citation data, and surfacing patterns. The best ones go further -- they tell you why you're not being cited and what content you need to create to change that.
The four platforms ranked
1. Promptwatch -- best for teams that want to improve, not just monitor
Promptwatch is the platform that most clearly distinguishes itself from the rest of this list. While Profound, Peec, and Otterly all focus primarily on measurement, Promptwatch is built around a full optimization loop: find gaps, create content, track results.
The core difference shows up in what happens after you see the data. Most platforms tell you "you're not being cited for these prompts." Promptwatch's Answer Gap Analysis shows you exactly which prompts your competitors are visible for that you aren't -- and then its built-in AI writing agent generates content designed to get cited for those prompts. The content isn't generic; it's grounded in 880M+ citations analyzed, prompt volume data, and competitor analysis.
A few things that set it apart from the other three:
- AI Crawler Logs show you which pages ChatGPT, Claude, and Perplexity are actually reading on your site, how often, and what errors they hit. None of the other platforms in this comparison offer this.
- Prompt Intelligence includes volume estimates and difficulty scores for each prompt, plus query fan-outs showing how one question branches into sub-queries. This lets you prioritize high-value, winnable prompts instead of guessing.
- Reddit and YouTube tracking surfaces discussions that directly influence AI recommendations -- a channel the other platforms largely ignore.
- ChatGPT Shopping tracking monitors when your brand appears in product recommendation carousels.
- Traffic attribution connects AI visibility to actual revenue through a code snippet, GSC integration, or server log analysis.
It monitors 10 AI models: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Claude, Gemini, Meta/Llama, DeepSeek, Grok, Mistral, and Copilot. Multi-language and multi-region support with customizable personas.
Pricing starts at $99/month (Essential: 1 site, 50 prompts, 5 articles), $249/month for Professional (2 sites, 150 prompts, 15 articles, crawler logs), and $579/month for Business (5 sites, 350 prompts, 30 articles). A free trial is available.
The honest caveat: if you genuinely only want a monitoring dashboard and have no interest in content creation or optimization, Promptwatch has more features than you'll use. But for most marketing teams, that's not a limitation -- it's the point.
2. Profound -- best for enterprise analytics depth
Profound is the most analytically sophisticated pure-monitoring platform in this comparison. It's built for larger organizations that need detailed reporting, executive dashboards, and the ability to slice visibility data in multiple ways.
At $499/month, it's priced for teams with a real budget. What you get for that is enterprise-grade depth: detailed citation tracking across major AI models, competitive benchmarking, and reporting that can satisfy a CMO or board-level audience. The platform is well-regarded for the quality of its data and the depth of its analytics.
The limitation is the same one that affects most monitoring-only tools: Profound shows you the problem but doesn't help you fix it. There's no content generation, no gap analysis that feeds into an action plan, and no crawler logs showing you how AI models interact with your site. You'll need a separate content team or agency to act on what Profound tells you.
For enterprise teams with dedicated SEO/content resources who want the most detailed measurement available, Profound is a strong choice. For everyone else, the price-to-action ratio is hard to justify.
3. Peec.ai -- best for multi-language and mid-market teams
Peec.ai sits in an interesting middle position: more capable than Otterly, less expensive than Profound, and with a genuine differentiator in multi-language support across 115+ languages. If you're a brand operating across multiple markets -- especially non-English ones -- Peec is the only platform in this group that takes that seriously.
Starting around €89/month, it's accessible for mid-market teams. The platform covers the major AI models and provides solid citation tracking and competitive benchmarking. The UI is generally described as fast and clean, which matters when you're checking visibility regularly.
Where it falls short is in the same place as Profound: it's a monitoring tool. There's no content generation, no crawler logs, no prompt volume data. You get good visibility data, but the path from "here's where you're invisible" to "here's what to do about it" requires you to figure that out yourself.
For international brands that need multi-language tracking and don't need content optimization built in, Peec is a genuinely good fit. For English-first teams, the language advantage doesn't justify choosing it over tools with more action-oriented features.
4. Otterly.AI -- best for budget-conscious monitoring
Otterly.AI is the most affordable entry point in this comparison at $29/month. It covers the major AI platforms, tracks brand mentions, and includes a GEO Audit feature that gives you a basic assessment of how AI-ready your content is.
For small teams, solo marketers, or anyone who just wants to start tracking AI visibility without committing to a significant budget, Otterly is a reasonable starting point. It does what it says it does.
The limitations are real, though. The depth of analysis is considerably shallower than the other platforms. There's no content generation, no crawler logs, no prompt volume data, and the competitive intelligence is basic. It's a monitoring tool in the most literal sense -- it watches and reports, but doesn't analyze or act.
If you're early in your AI visibility journey and want to understand the basics before investing in a more capable platform, Otterly makes sense. If you're serious about improving your AI visibility, you'll outgrow it quickly.
Side-by-side comparison
| Feature | Promptwatch | Profound | Peec.ai | Otterly.AI |
|---|---|---|---|---|
| Starting price | $99/mo | $499/mo | ~€89/mo | $29/mo |
| AI models monitored | 10 | Major models | Major models | Major models |
| Content generation | Yes (built-in) | No | No | No |
| Answer gap analysis | Yes | Limited | No | No |
| AI crawler logs | Yes | No | No | No |
| Prompt volume/difficulty | Yes | No | No | No |
| Reddit/YouTube tracking | Yes | No | No | No |
| ChatGPT Shopping tracking | Yes | No | No | No |
| Multi-language support | Yes | Limited | 115+ languages | Limited |
| Traffic attribution | Yes | No | No | No |
| GEO audit | No | No | No | Yes (basic) |
| Free trial | Yes | No | Yes | Yes |
| Best for | Full optimization | Enterprise analytics | Multi-language teams | Budget monitoring |
The monitoring-only problem
It's worth being direct about something: most AI visibility platforms, including three of the four in this comparison, are monitoring-only tools. They measure your visibility, show you where you're invisible, and then leave you to figure out what to do.
That's not nothing. Knowing you have a problem is the first step. But for most marketing teams, the bottleneck isn't awareness -- it's execution. You know you need to create content that AI models will cite. You know you need to cover topics your competitors are winning. The question is how.
This is the gap that separates Promptwatch from the other platforms in this comparison. The Answer Gap Analysis doesn't just show you what's missing -- it feeds directly into a content generation workflow that produces articles, listicles, and comparisons designed to get cited. The content is grounded in real citation data, not generic SEO logic. And page-level tracking shows you whether the new content is actually working.
That loop -- find gaps, create content, track results -- is what makes AI visibility actionable rather than just informational.
Which platform should you choose?
The honest answer depends on what you actually need.
If you want to improve your AI visibility and have the content resources to act on data, Profound or Peec can work -- but you'll need to pair them with a content team or agency. If you want a platform that handles both the measurement and the optimization, Promptwatch is the only one in this group that does that.
If budget is the primary constraint and you're just starting out, Otterly gets you in the door. If you're operating across multiple international markets, Peec's language support is a genuine advantage.
For most marketing teams in 2026 -- especially those without dedicated AI SEO resources -- the monitoring-only approach is increasingly hard to justify. The platforms that just show you the problem are useful. The ones that help you fix it are where the real value is.
A few other tools worth knowing about as you evaluate this space:
These cover different parts of the market and are worth a look depending on your specific needs.
Final take
The AI visibility platform market has matured quickly, and the differences between tools are now meaningful. Profound is genuinely good at enterprise analytics. Peec is the right call for international teams. Otterly is fine for budget monitoring. But if you're trying to actually move the needle on how often AI models cite your brand, the platform you want is one that helps you create the content those models want to cite -- not just one that tells you you're missing from the conversation.