Key takeaways
- Otterly.AI is the fastest to set up and cheapest to start, but it stops at monitoring -- you get data, not direction
- Peec AI offers flexible multi-model tracking with solid multi-language support, but still sits in the monitoring-only camp
- Goodie AI targets enterprise teams with deep analytics, but pricing and complexity make it overkill for most
- Promptwatch is the only platform here that closes the loop: find gaps, generate content, track results -- all in one place
- If your goal is visibility improvement (not just visibility measurement), the platform you pick matters enormously
The AI visibility tool market has exploded. There are now well over 100 platforms claiming to track how your brand appears in ChatGPT, Perplexity, Claude, and Google AI Overviews. Most of them do roughly the same thing: run prompts, count mentions, show you a dashboard.
But "tracking on day one" means different things depending on what you actually need. Do you want a number to put in a slide deck? Or do you want to know what to do about it?
This guide compares four platforms that come up constantly in practitioner discussions: Goodie AI, Promptwatch, Otterly.AI, and Peec AI. They're not all playing the same game, and that distinction matters more than any feature checklist.
What "tracking on day one" actually requires
Before comparing tools, it's worth being specific about what getting up and running actually involves:
- Entering your brand, competitors, and target prompts
- Seeing your first real visibility data (not sample data)
- Understanding what the numbers mean
- Knowing what to do next
Most platforms nail the first two. The third is hit or miss. The fourth is where almost everyone falls short.
Keep that fourth point in mind as you read through each platform.
Otterly.AI: the easiest entry point
Otterly.AI is the most accessible platform in this group. At $29/month, it's the lowest barrier to entry by a significant margin, and setup genuinely takes minutes. You add your brand, drop in some prompts, and you're watching data come in across ChatGPT, Perplexity, Claude, and a couple of others.
It earned a Gartner Cool Vendor 2025 mention, which helped it gain credibility with teams that need to justify tool spend internally. The interface is clean. The onboarding is frictionless.
The honest limitation: Otterly.AI tracks four base models, with two available as add-ons. That's workable for most teams, but if you're trying to understand your visibility across DeepSeek, Grok, Mistral, or Meta AI, you'll hit a ceiling. More importantly, the platform is a monitoring dashboard. It shows you where you appear and where you don't. It doesn't tell you why, and it doesn't help you fix it.
For teams that just want a number to benchmark against -- or are dipping their toes into GEO for the first time -- Otterly.AI is a reasonable starting point. For teams that want to actually improve their AI visibility, it's a first step, not a solution.
Peec AI: flexible tracking with a multilingual edge
Peec AI positions itself around flexibility. You can track up to 10 AI models depending on your plan, and the add-on model means you're not locked into a fixed set of platforms. Unlimited seats is a genuine differentiator for agencies and larger teams where multiple people need access.
The multilingual and multi-region support is where Peec AI genuinely stands out in this group. If you're running campaigns across markets -- say, tracking how your brand appears in German-language ChatGPT responses versus Spanish-language Perplexity -- Peec AI handles that more gracefully than most competitors.
Starting at EUR 85/month, it's priced above Otterly.AI but below the enterprise tier tools. Setup is straightforward: add your brand, configure your prompts, select your models, and you're tracking.
The same fundamental limitation applies, though. Peec AI is a monitoring platform. The data is solid. The interface is well-designed. But when you see that a competitor is appearing in 40% of relevant AI responses and you're at 12%, Peec AI doesn't tell you what content to create, what topics to cover, or how to close that gap. You're left to figure that out yourself.
Goodie AI: enterprise depth, enterprise complexity
Goodie AI is a different kind of product. It's built for enterprise teams that need deep analytics, custom reporting, and the kind of granular data that justifies a significant budget line.
The platform covers a wide range of AI models and goes deeper on analytics than Otterly.AI or Peec AI. If you're a large brand with a dedicated GEO team, a data analyst who can work with the outputs, and a content operation that can act on insights independently, Goodie AI gives you a lot to work with.
The trade-off is complexity and cost. Goodie AI isn't designed for a marketing manager who wants to get tracking set up in an afternoon and start making decisions by end of week. The onboarding is more involved, and the platform assumes you already know what you're doing with the data.
For enterprise teams with the resources to match, that's fine. For everyone else, it's probably more platform than you need -- and you're still solving the "what do I do with this data" problem yourself.
Promptwatch: the platform that doesn't stop at the dashboard
Promptwatch is built around a different premise than the other three. The core argument is that monitoring your AI visibility is only useful if you can act on it -- and that most platforms leave you stuck after step one.
Promptwatch covers 10 AI models: ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Google AI Mode, Grok, DeepSeek, Meta/Llama, Mistral, and Copilot. That's the broadest coverage in this comparison.
But the model count isn't the main story. The main story is what happens after you see your visibility data.
The action loop
Promptwatch is built around three connected steps:
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Find the gaps: Answer Gap Analysis shows you exactly which prompts your competitors rank for that you don't. Not just "you're missing here" but "here are the specific topics and questions AI models want to answer that your site doesn't cover."
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Create content that ranks in AI: There's a built-in AI writing agent that generates articles, listicles, and comparisons grounded in real citation data. Promptwatch has analyzed over 880 million citations, so the content recommendations aren't generic -- they're based on what AI models actually cite.
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Track the results: Page-level tracking shows which specific pages are being cited, by which models, and how often. Traffic attribution connects visibility to actual revenue through a code snippet, Google Search Console integration, or server log analysis.
This loop -- find gaps, generate content, track results -- is what separates Promptwatch from the other platforms in this comparison. Otterly.AI and Peec AI do step three (tracking). Goodie AI does step three with more depth. Promptwatch does all three.
Other capabilities worth knowing about
AI Crawler Logs show you in real time which AI crawlers (ChatGPT, Claude, Perplexity, etc.) are hitting your website, which pages they're reading, and what errors they're encountering. Most competitors don't offer this at all.
Prompt Intelligence gives you volume estimates and difficulty scores for each prompt, plus query fan-outs that show how one prompt branches into sub-queries. This lets you prioritize high-value, winnable prompts rather than guessing.
Reddit and YouTube tracking surfaces discussions that directly influence AI recommendations -- a channel most platforms ignore entirely.
ChatGPT Shopping tracking monitors when your brand appears in ChatGPT's product recommendations and shopping carousels.
Pricing
- Essential: $99/month (1 site, 50 prompts, 5 articles)
- Professional: $249/month (2 sites, 150 prompts, 15 articles, crawler logs, city/state tracking)
- Business: $579/month (5 sites, 350 prompts, 30 articles)
- Agency/Enterprise: custom pricing
There's a free trial, and annual billing brings the price down further.
Side-by-side comparison
| Otterly.AI | Peec AI | Goodie AI | Promptwatch | |
|---|---|---|---|---|
| Starting price | $29/mo | EUR 85/mo | Enterprise | $99/mo |
| AI models tracked | 4 base + 2 add-ons | Up to 10 | Multiple | 10 |
| Setup speed | Very fast | Fast | Slower | Fast |
| Multi-language support | Limited | Strong | Yes | Yes |
| Answer gap analysis | No | No | Partial | Yes |
| Content generation | No | No | No | Yes (built-in) |
| AI crawler logs | No | No | No | Yes |
| Reddit/YouTube tracking | No | No | No | Yes |
| ChatGPT Shopping | No | No | No | Yes |
| Traffic attribution | No | No | Limited | Yes |
| Prompt volume/difficulty | No | No | Limited | Yes |
| Best for | Budget monitoring | Flexible multi-model | Enterprise analytics | End-to-end optimization |
Which platform should you actually use?
The honest answer depends on where you are and what you're trying to do.
If you're just starting out and want to see whether your brand appears in AI responses at all, Otterly.AI gets you there cheapest and fastest. It's a good first step.
If you're running campaigns across multiple languages and markets and need flexible model selection, Peec AI is worth a look. The multilingual support is genuinely better than the alternatives at this price point.
If you're an enterprise team with a dedicated analytics function and a separate content operation that can act on insights, Goodie AI gives you depth. But you'll need the resources to match.
If you want to actually improve your AI visibility -- not just measure it -- Promptwatch is the only platform here that's built for that. The answer gap analysis, built-in content generation, crawler logs, and traffic attribution create a feedback loop that the other platforms don't offer. You're not just watching a number; you're working to change it.
The market research backs this up: according to data from Nobori.ai's 2025 AI Search Visibility Statistics report, B2B companies tracking AI search visibility jumped from 8% to 47% in a single year. The brands that are moving fastest aren't just monitoring -- they're optimizing. The tool you pick determines whether you can do both.
A note on the broader market
These four platforms are a small slice of a crowded field. There are legitimate alternatives worth knowing about depending on your specific needs.
Profound is strong for enterprise research and prompt volume data.
Nightwatch combines traditional SEO rank tracking with AI visibility monitoring, which is useful if you want both in one subscription.
SE Visible (from SE Ranking) handles multi-brand dashboards well and is worth considering for agencies managing multiple clients.
Athena HQ has solid monitoring capabilities but, like Otterly.AI and Peec AI, stops short of content optimization.
None of these change the fundamental dynamic: most platforms in this space are monitoring dashboards. Promptwatch is the outlier that's built around doing something with the data.
The bottom line
Getting tracking set up on day one is easy. Any of these platforms will have you seeing data within an hour. The harder question is what you do on day two, day thirty, and day ninety.
If the answer is "look at the dashboard and wonder what to change," you've picked a monitoring tool when you needed an optimization platform. That distinction is worth thinking through before you commit to a subscription.
For most marketing and SEO teams that want to move the needle on AI visibility -- not just measure it -- Promptwatch is the most complete option in this comparison. It's the only one that takes you from "here's where you're invisible" to "here's the content that will fix it" to "here's proof it worked."