Key takeaways
- Otterly.AI is the cheapest entry point at $29/month, but it's monitoring-only with limited prompt volume and no content tools
- Peec.ai offers solid mid-market analytics and multi-language support, but stops at data -- no content generation, no crawler logs
- Promptwatch is the only one of the three with a full action loop: find gaps, generate content, track results
- All three fit under $250/month, but what you get for that budget varies dramatically
- If you're serious about improving your AI visibility (not just measuring it), the gap between Promptwatch and the other two is significant
The $250/month budget is a real decision point for most marketing teams. It's enough to get serious about AI visibility, but not so much that you can afford to pick the wrong tool and waste three months on data you can't act on.
Peec.ai, Otterly.AI, and Promptwatch all land in or near this range. They all track how your brand appears in ChatGPT, Perplexity, and other AI engines. And they all have legitimate use cases. But they're built around very different philosophies, and the differences matter more than most comparison posts let on.
Here's an honest look at what each one actually does.
What these tools are actually solving
Before getting into features and pricing, it's worth being clear about the problem. When someone asks ChatGPT "what's the best project management tool for remote teams" or "which CRM should a mid-size SaaS company use," the AI gives a confident answer. Your brand either appears in that answer or it doesn't.
Traditional SEO tools don't track this. Google Search Console doesn't track this. The only way to know where you stand is to systematically query AI engines with prompts your customers are actually using, then measure how often your brand shows up, in what context, and against which competitors.
That's what all three tools do at their core. Where they diverge is what happens after you have that data.
Otterly.AI: the cheapest way to start
Otterly.AI has carved out a clear position: the most accessible entry point in the category. At $29/month for the Lite plan, it's genuinely cheap. You get 15 prompts and 4 AI engines. That's enough to get a baseline read on your brand's visibility without committing serious budget.
The interface is clean and the setup is fast. Most users can get their first visibility report within an hour of signing up. For teams that have never measured AI visibility before and just want to understand whether they have a problem, Otterly is a reasonable starting point.
The limitations are real, though. 15 prompts is not a lot. If you're in a competitive category with multiple product lines, you'll hit the ceiling quickly. The next tier up costs more and still doesn't give you much beyond more prompts and more engines.
More importantly, Otterly is a monitoring dashboard. It shows you data. It doesn't tell you why you're invisible for certain prompts, what content you'd need to create to fix it, or which pages AI engines are actually crawling. You can see that you're losing to a competitor for a given prompt, but the tool stops there.
For a team that just wants to report "our AI visibility score this quarter was X," Otterly works. For a team that wants to actually move that number, it's not enough on its own.
Peec.ai: solid analytics, good for mid-market teams
Peec.ai has grown fast -- reportedly from zero to $4M+ ARR in ten months, which is genuinely impressive for a category that didn't exist two years ago. The product reflects that momentum: it's more capable than Otterly, with better analytics, multi-language support, and coverage across up to 10 AI models.
The Starter plan sits around €85/month (roughly $90-95 depending on exchange rates). That gets you 50 prompts and 3 engines. The pricing scales by model count, which is a flexible approach if you only care about specific AI platforms.
What Peec does well is analytics depth. You get share of voice metrics, competitor comparisons, and visibility trends over time. The multi-language support is genuinely useful for brands operating across markets -- something Otterly doesn't offer at this price point.
One feature worth noting: Peec includes suggested prompts, which helps teams who are early in their GEO journey and aren't sure which queries to track. That's a thoughtful touch.
The gap, similar to Otterly, is on the action side. Peec shows you the data. It doesn't have a built-in content generation tool, crawler logs showing how AI engines are actually visiting your site, or traffic attribution to connect visibility scores to real revenue. You're getting a better dashboard than Otterly, but still a dashboard.
Promptwatch: the full loop
Promptwatch takes a different approach. Where Otterly and Peec are fundamentally measurement tools, Promptwatch is built around what happens after you measure.
The core difference is what Promptwatch calls the action loop. Step one: Answer Gap Analysis shows you exactly which prompts your competitors are visible for that you're not -- not just that a gap exists, but the specific topics and questions AI models want answers to that your site doesn't cover. Step two: a built-in AI writing agent generates articles, listicles, and comparisons grounded in citation data from 880M+ analyzed citations. This isn't generic content -- it's engineered around what AI models actually cite. Step three: page-level tracking shows which new pages are getting cited, by which models, and how often.
That loop -- find gaps, create content, track results -- is what separates Promptwatch from tools that stop at step one.
At $99/month (Essential plan), you get 1 site, 50 prompts, and 5 articles per month. The Professional plan at $249/month adds crawler logs, 150 prompts, 15 articles, and state/city-level tracking. Both fit under the $250 budget this comparison is focused on.
The crawler logs deserve a specific mention because most competitors don't have them. Promptwatch shows you real-time logs of AI crawlers (ChatGPT, Claude, Perplexity, etc.) hitting your site -- which pages they read, errors they encounter, how often they return. If an AI engine is ignoring a key page on your site, you'll see it. That's a fundamentally different kind of insight than a visibility score.
Other capabilities at this price point: prompt volume estimates and difficulty scores (so you can prioritize winnable prompts instead of guessing), Reddit and YouTube tracking (surfaces discussions that influence AI recommendations), ChatGPT Shopping tracking, and competitor heatmaps showing who's winning for each prompt and why.
The Professional plan at $249/month also includes traffic attribution via code snippet, Google Search Console integration, or server log analysis -- connecting AI visibility to actual revenue, which is the question every CMO eventually asks.
Side-by-side comparison
Here's how the three tools stack up at comparable price points:
| Feature | Otterly.AI ($29-$99/mo) | Peec.ai (~$90-$150/mo) | Promptwatch ($99-$249/mo) |
|---|---|---|---|
| AI models tracked | 4-8 | Up to 10 | 10+ (ChatGPT, Claude, Perplexity, Gemini, Grok, DeepSeek, Copilot, Meta AI, Google AI Overviews, Google AI Mode) |
| Prompts (entry tier) | 15 | 50 | 50 |
| Content generation | No | No | Yes (AI writing agent) |
| Answer gap analysis | No | Limited | Yes (full competitor gap analysis) |
| AI crawler logs | No | No | Yes (Professional plan) |
| Traffic attribution | No | No | Yes (code snippet, GSC, server logs) |
| Reddit/YouTube tracking | No | No | Yes |
| ChatGPT Shopping tracking | No | No | Yes |
| Prompt volume/difficulty scores | No | No | Yes |
| Multi-language support | Limited | Yes | Yes |
| Free trial | Yes | Yes | Yes |
| Best for | Getting started, basic monitoring | Mid-market analytics | Teams that want to improve, not just measure |
The pattern is clear. Otterly and Peec are monitoring tools. Promptwatch is an optimization platform. If your goal is a visibility score to put in a slide deck, either of the first two will do. If your goal is to actually move that score, the comparison isn't close.
Who should use which tool
Otterly.AI makes sense if...
You've never tracked AI visibility before and want to understand your baseline without committing significant budget. The $29/month price point is low enough that it's essentially a risk-free experiment. Use it for a month or two to understand the problem, then decide whether you need more.
Peec.ai makes sense if...
You're operating across multiple languages or markets and need solid analytics without the complexity of a full optimization platform. It's a good fit for teams that have internal content capabilities and just need the data to direct their work. The suggested prompts feature is also genuinely useful for teams still figuring out which queries matter for their category.
Promptwatch makes sense if...
You want to actually improve your AI visibility, not just track it. The $99 Essential plan is competitive with Peec's entry pricing and gives you content generation on top of monitoring. The $249 Professional plan is the most complete sub-$250 AI visibility solution available right now -- crawler logs, traffic attribution, gap analysis, and content generation in one platform.
For marketing teams that are serious about AI search as a channel, the monitoring-only approach of Otterly and Peec creates a frustrating situation: you can see you're losing, but the tool doesn't help you fix it. Promptwatch closes that loop.
The monitoring-only trap
It's worth naming this directly because it's a real problem in this category. Most AI visibility tools were built when the category was new and "can you measure this?" was the primary question. The answer is yes, and several tools do it reasonably well.
But the market has moved. Brands that have been tracking AI visibility for 6-12 months aren't asking "where do I stand?" anymore. They're asking "how do I improve?" and "is our content investment actually working?" Monitoring-only tools can't answer those questions.
One specific example from the research: Otterly and Peec both count AI mentions and report visibility scores. Neither flags when ChatGPT quotes your wrong pricing, surfaces outdated product information, or attributes a feature to a competitor that you actually built. That's a different kind of problem than visibility -- it's accuracy -- and it requires a different kind of tool.
Promptwatch's page-level tracking and crawler logs give you visibility into what AI engines are actually reading on your site, which makes it possible to catch and fix these accuracy issues before they affect customers.
Pricing summary
| Plan | Tool | Monthly price | Key limits |
|---|---|---|---|
| Lite | Otterly.AI | $29 | 15 prompts, 4 engines |
| Standard | Otterly.AI | ~$99 | More prompts, more engines |
| Starter | Peec.ai | 50 prompts, 3 engines | |
| Essential | Promptwatch | $99 | 50 prompts, 1 site, 5 articles |
| Professional | Promptwatch | $249 | 150 prompts, 2 sites, 15 articles, crawler logs, traffic attribution |
All three offer free trials. Annual billing reduces costs on all platforms.
The bottom line
For under $250/month, you can get meaningfully different things depending on which tool you choose.
Otterly.AI is the cheapest way to get started. If you're at zero and want to understand whether AI visibility is even a problem for your brand, it's a fine starting point.
Peec.ai is a step up in analytics depth, with better multi-language support and more models. It's a good fit for teams that need data and have their own content process to act on it.
Promptwatch is the only one of the three that helps you do something with the data. The Essential plan at $99/month is already more capable than either competitor on the monitoring side, and adds content generation. The Professional plan at $249/month is the most complete AI visibility solution available at this price point -- and it's the one to choose if improving your visibility, not just measuring it, is the actual goal.
The AI visibility tools market raised over $300M in funding between mid-2025 and early 2026. The category is maturing fast. Monitoring-only tools were the right answer in 2024. In 2026, the question is optimization.