Key takeaways
- Most AI visibility platforms are monitoring dashboards -- they show you citation data but don't help you act on it.
- Profound is the enterprise leader ($499/month, Fortune 500 clients), Peec AI is the mid-market speed pick, and Otterly.AI is the cheapest entry point.
- Promptwatch is the only platform in this comparison that closes the loop: it finds content gaps, generates content to fill them, and tracks whether that content gets cited.
- If your team has the bandwidth to execute on raw data, any of these tools can work. If you need the platform to help you actually improve your visibility, the choice narrows quickly.
- Pricing ranges from $29/month (Otterly.AI) to $499/month (Profound) to custom enterprise rates -- but price alone doesn't tell you which tool will move the needle.
There's a specific frustration that anyone who's spent time in AI visibility tools knows well. You log in, you see a dashboard showing your brand's citation rate across ChatGPT and Perplexity, you notice a competitor is getting mentioned twice as often as you are -- and then you close the tab and wonder what to do next.
That gap between "knowing you have a problem" and "fixing the problem" is where most platforms leave you stranded. And in 2026, with AI search eating into traditional organic traffic faster than most SEO teams anticipated, that gap is expensive.
This guide compares four of the most-evaluated platforms right now: Peec AI, Promptwatch, Profound, and Otterly.AI. Not to declare a winner based on feature checklists, but to answer the question that actually matters: which one helps you do something about your AI visibility, not just measure it?
Why "monitoring only" is no longer enough
A year ago, just knowing your brand's AI citation rate was genuinely useful. The category was new, most teams had no baseline, and any data felt like progress.
That's not where we are now. Gartner projected search engine volume would decline 25% by 2026 as users shift to AI chatbots for answers. Research from Magenta Associates found that 66% of UK senior decision-makers now use AI tools like ChatGPT, Copilot, and Perplexity to research suppliers -- and 90% trust those recommendations. When AI Overviews appear in Google, click-through rates drop to around 8% compared to 15% for standard results.
The monitoring phase is over. The question now is: which platform helps you get cited more, not just tells you that you aren't?
The four platforms, honestly assessed
Otterly.AI -- the accessible entry point
Otterly.AI starts at $29/month, which makes it the obvious first tool for teams that have never measured AI visibility before. It tracks brand mentions across the main AI engines, gives you a share-of-voice view, and is genuinely easy to set up.
The honest limitation: Otterly is a monitoring tool. It shows you data. It doesn't tell you why you're being cited or not, doesn't surface the specific content gaps causing your invisibility, and has no content generation capabilities. For a team that just wants to establish a baseline and report upward, it's fine. For a team that wants to actually improve their position, you'll hit the ceiling fast.
It's worth noting that Otterly's own blog lists competitors and positions itself as the entry-level option -- which is an accurate self-assessment.
Peec AI -- fast, clean, mid-market
Peec AI raised $29M and hit $4M+ ARR in ten months, which tells you there's real demand for what it does. The platform is genuinely praised for its user experience -- it's fast, the interface is clean, and multi-language tracking is a real differentiator for European teams.
Pricing starts around €89/month, positioning it squarely in the mid-market. It covers the major AI engines and gives you solid analytics on where your brand appears and how often.
Where Peec AI falls short is the same place Otterly does, just at a higher price point: it's primarily an analytics platform. You get good data. You don't get a workflow for acting on that data. There's no content gap analysis that tells you "here are the specific questions AI models are answering for your competitors but not for you," and there's no content generation to fill those gaps.
If you have a strong content team that can take citation data and independently figure out what to write, Peec AI gives them good inputs. If you need the platform to guide that process, it doesn't.
Profound -- enterprise depth, enterprise price
Profound raised $155M, hit a $1B valuation, and counts Fortune 500 companies among its clients. It's the category leader by funding and brand recognition, and the platform reflects that investment -- deep analytics, strong enterprise integrations, and serious coverage across AI engines.
At $499/month as the entry point, it's priced for companies where AI visibility is a strategic priority with budget to match. The analytical depth is real: Profound goes further than most competitors in explaining why your brand is or isn't appearing, not just whether it is.
The criticism that comes up consistently in third-party comparisons is the same one that applies to Peec AI: Profound diagnoses the problem well but leaves execution to your team. Content creation, schema implementation, authority-building -- those happen outside the platform. For a Fortune 500 with a large in-house team, that's fine. For a mid-market company that bought Profound hoping it would help them fix their AI visibility, the gap between insight and action can be frustrating.
Promptwatch -- the only platform that closes the loop
Promptwatch is built around a different premise than the other three. Rather than treating monitoring and optimization as separate problems, it connects them into a single workflow: find the gaps, create content to fill them, track whether that content gets cited.
The "find the gaps" part is Answer Gap Analysis -- it shows you exactly which prompts competitors are getting cited for that you're not, and what content your site is missing. This isn't a vague "your visibility score is low" message; it's specific prompts and topics where AI models are looking for answers they can't find on your site.
The "create content" part is Content Agents -- they generate articles, listicles, comparisons, and briefs grounded in actual prompt data, citation data, prompt volumes, and competitor analysis. The output is engineered to answer the specific gaps AI models are exposing, not generic SEO filler.
The "track results" part closes the loop: page-level tracking shows which pages are being cited, how often, and by which AI models. Agent Analytics logs show exactly when AI crawlers hit your pages, what errors they encounter, and when a page moves from crawled to cited. Most competitors don't have anything like this.
Promptwatch also tracks things the others don't: Reddit and YouTube discussions that influence AI recommendations, ChatGPT Shopping appearances, query fan-outs (how one prompt branches into sub-queries), and offsite citations from third-party pages and listicles. It monitors 10 AI models including ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Copilot, and Google AI Overviews.
Pricing starts at $99/month (Essential: 1 site, 50 prompts, 5 articles), $249/month (Professional: 2 sites, 150 prompts, 15 articles, crawler logs), and $579/month (Business: 5 sites, 350 prompts, 30 articles). A free trial is available.
Side-by-side comparison
| Feature | Otterly.AI | Peec AI | Profound | Promptwatch |
|---|---|---|---|---|
| Starting price | $29/mo | ~€89/mo | $499/mo | $99/mo |
| AI engines monitored | Core engines | Core engines + multi-language | 10+ | 10 (ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Copilot, etc.) |
| Citation tracking | Yes | Yes | Yes | Yes |
| Content gap analysis | No | No | Partial | Yes (Answer Gap Analysis) |
| Content generation | No | No | No | Yes (Content Agents) |
| AI crawler logs | No | No | No | Yes (Agent Analytics) |
| Page-level citation tracking | No | Limited | Yes | Yes |
| Reddit/YouTube tracking | No | No | No | Yes |
| ChatGPT Shopping tracking | No | No | No | Yes |
| Query fan-outs | No | No | No | Yes |
| Prompt volume/difficulty scores | No | No | No | Yes |
| Traffic attribution | No | No | Limited | Yes |
| Multi-language/region | Limited | Yes | Yes | Yes |
| Free trial | Yes | Yes | No | Yes |
| Best for | Beginners | Mid-market analytics | Enterprise | Teams that want to fix visibility, not just track it |
The real question: what does your team actually need?
The right answer depends less on which platform has more features and more on what your team will do with the data.
If you're a solo marketer or small team that has never measured AI visibility, Otterly.AI gets you started cheaply. You'll learn what your baseline looks like and have something to report. When you're ready to act on the data, you'll outgrow it.
If you're a mid-market company with a capable content team that can take citation data and independently build a content strategy around it, Peec AI gives you clean, fast analytics at a reasonable price. The UX is genuinely good and the multi-language support matters if you operate across European markets.
If you're enterprise, have a large in-house team, and need the deepest possible analytical layer to feed into your existing workflows, Profound is the serious choice. The price is real but so is the depth.
If you want a platform that doesn't just show you the problem but helps you fix it -- that generates content based on actual gap analysis, logs AI crawler behavior on your site, and tracks the path from published content to citation -- Promptwatch is the only option in this comparison that does all of that. It's not the cheapest, but it's the only one where the platform itself participates in improving your visibility rather than just measuring it.
What most platforms miss: the crawler layer
One thing worth calling out specifically, because it's underappreciated: AI crawler logs.
When an AI model like ChatGPT or Perplexity decides whether to cite your content, it starts by crawling your site. If it encounters errors, slow load times, or pages it can't parse, you don't get cited -- and you have no idea why. Your visibility score just sits low and you don't know if it's a content problem, a technical problem, or both.
Promptwatch's Agent Analytics logs show you exactly which AI crawlers are hitting your site, which pages they're reading, what errors they're encountering, and how often they return. It's the difference between knowing you're not being cited and knowing why you're not being cited.
None of the other three platforms in this comparison have anything equivalent. Otterly, Peec AI, and Profound all work at the output layer -- they measure what AI models say -- without giving you visibility into the crawl layer that determines what AI models can even access.
A note on the "monitoring-only" trap
There's a pattern worth naming: teams buy a monitoring tool, get excited about the data for a few weeks, then slowly stop logging in because the data doesn't tell them what to do. The dashboard becomes a vanity metric that gets screenshotted for quarterly reports but doesn't drive action.
This isn't a criticism of any specific tool -- it's a structural problem with monitoring-only platforms. Data without a clear path to action tends to get deprioritized.
The platforms that avoid this trap are the ones that connect the data to a workflow. Promptwatch does this by design. The others -- Otterly, Peec AI, and even Profound -- require your team to build that workflow themselves.
If your team has the capacity and discipline to build that workflow, great. If you're honest about the fact that you probably won't, pick a platform that does it for you.
Bottom line
The AI visibility tools market has matured fast. In 2024, any tool that showed you citation data was useful. In 2026, the bar is higher: you need a platform that helps you improve your visibility, not just document how bad it is.
Otterly.AI is a fine starting point. Peec AI is a solid mid-market analytics tool. Profound is the enterprise choice for teams with the resources to execute on its insights independently.
Promptwatch is the only platform here that treats monitoring as step one of a workflow rather than the whole product. If your goal is to actually show up more in ChatGPT, Perplexity, and Google AI Overviews -- not just to know that you don't -- that distinction matters.