Key takeaways
- All four platforms track brand visibility in AI search engines like ChatGPT, Perplexity, and Google AI Overviews — but they differ sharply in what they do after the tracking.
- Otterly.AI and Peec AI are strong monitoring tools, but neither offers content generation, crawler logs, or traffic attribution out of the box.
- Profound has a solid enterprise feature set but comes at a higher price point, with no Reddit tracking or ChatGPT Shopping visibility.
- Promptwatch is the only platform in this comparison that covers the full loop: find gaps, generate content, and track whether it worked — making it the better choice for teams that want to move from visibility data to actual ranking improvements.
Why "tracking" isn't enough anymore
A year ago, just knowing whether your brand appeared in a ChatGPT response felt like a win. That novelty has worn off. In 2026, most marketing teams already have some form of AI visibility monitoring in place. The real question now is: what do you do with that data?
This is where the four platforms in this comparison diverge pretty dramatically. Peec AI, Otterly.AI, Profound, and Promptwatch all sit in the same general category — AI search visibility tools — but they're solving different versions of the problem. Some stop at the dashboard. Others try to help you act on it.
A comment from a recent Reddit thread on AI search platforms put it bluntly: "The tracking vs action point really stands out. Most tools feel like they stop at dashboards, and then you're left guessing what to do next."
That's the gap this guide is about.
A quick overview of each platform
Peec AI
Peec AI is probably the most accessible entry point in this group. The UX is genuinely clean — reviewers consistently call it one of the easiest platforms to get into. It tracks brand mentions across ChatGPT, Perplexity, and Claude, shows competitor benchmarks, and surfaces smart suggestions for improving visibility.
It's well-suited to agencies and enterprise teams that need to present AI visibility data to clients or stakeholders without a steep learning curve. The interface doesn't overwhelm you, and the competitor comparison features are solid for the price point (starting around €89/mo).
Where it falls short: Peec AI is primarily a monitoring tool. There's no built-in content generation, no AI crawler logs, and limited support for traffic attribution. You can see where you're missing — but the platform doesn't help you fix it.
Otterly.AI
Otterly.AI sits at the affordable end of this market (starting at $29/mo), and for what it does, it does it well. Automated prompt testing, GEO audits, and prompt-based tracking across AI engines make it a practical choice for agencies and GEO-focused teams that want to run regular visibility checks without a big budget.
The limitations are similar to Peec AI. Otterly is a monitoring and auditing tool. It doesn't generate content, doesn't show you AI crawler activity on your site, and doesn't connect visibility data to actual traffic or revenue. For teams that already have a content workflow and just need visibility data fed into it, that's fine. For teams that want one platform to handle the whole process, it's not enough.
Otterly.AI
Profound
Profound positions itself as an enterprise AI visibility platform. It covers 9+ AI models, has a read/write AI model for content operations, and includes automation features that go beyond what Peec AI and Otterly offer. The starting price is $99/mo, which is competitive given the feature depth.
That said, Profound's strengths are concentrated in tracking and content ops for large brands. It lacks Reddit tracking (a meaningful gap, given how much Reddit content influences AI citations), has no ChatGPT Shopping monitoring, and the pricing scales up significantly for enterprise use cases. Teams at Booking.com-scale will likely find the feature set compelling; smaller teams may find the cost-to-value ratio harder to justify.
Profound
Promptwatch
Promptwatch is built around a different premise than the other three. The core idea is a loop: find the gaps where competitors appear in AI responses but you don't, generate content specifically designed to close those gaps, then track whether your visibility actually improved.
Most platforms in this space do step one. Promptwatch does all three.
The Answer Gap Analysis shows you exactly which prompts your competitors are winning that you're not — not just that a gap exists, but the specific topics and questions AI models want answered. The built-in AI writing agent then generates articles, listicles, and comparisons grounded in 880M+ citations analyzed, prompt volumes, and competitor data. And the tracking side closes the loop with page-level citation data, AI crawler logs (showing which AI bots visited which pages and when), and traffic attribution via GSC integration, code snippet, or server log analysis.
It also covers things the other three don't: Reddit and YouTube insights (both heavily cited by AI models), ChatGPT Shopping tracking, prompt difficulty scoring, query fan-outs, and competitor heatmaps across 10 AI models.
Feature-by-feature comparison
| Feature | Peec AI | Otterly.AI | Profound | Promptwatch |
|---|---|---|---|---|
| AI models tracked | 3-4 (add-ons for more) | 3-4 (add-ons for more) | 9+ | 10 (all plans) |
| Answer gap analysis | No | No | Partial | Yes |
| Built-in content generation | No | No | Partial | Yes |
| AI crawler logs | No | No | No | Yes |
| Reddit/YouTube insights | No | No | No | Yes |
| ChatGPT Shopping tracking | No | No | No | Yes |
| Traffic attribution | No | No | No | Yes (GSC, snippet, logs) |
| Prompt volume & difficulty | No | No | No | Yes |
| Competitor heatmaps | Basic | Basic | Yes | Yes |
| Starting price | €89/mo | $29/mo | $99/mo | $99/mo |
| Free trial | Yes | Yes | Yes | Yes |
Who should use what
Use Peec AI if...
Your main goal is presenting AI visibility data to clients or internal stakeholders in a clean, digestible format. The UX is genuinely its strongest asset. If you're an agency that needs to show clients where they stand against competitors in AI search — and you're not yet ready to build a full GEO content workflow — Peec AI is a reasonable starting point.
Use Otterly.AI if...
Budget is the primary constraint and you need basic prompt-based monitoring across AI engines. At $29/mo, it's the cheapest way to get structured AI visibility data. Good for teams that already have content writers and just need the data signal, not the content generation.
Use Profound if...
You're at an enterprise scale and need a platform with strong content ops features and broad AI model coverage. Profound's automation capabilities make it worth considering for large brands with dedicated AI search teams. Just be aware of the gaps around Reddit, ChatGPT Shopping, and traffic attribution.
Use Promptwatch if...
You want to actually improve your AI search rankings, not just measure them. The gap analysis + content generation + tracking loop is what separates Promptwatch from the rest of this group. It's the better fit for marketing teams and SEO teams that are tired of looking at dashboards and want a platform that tells them what to do next — and then helps them do it.
The $99/mo Essential plan covers 1 site, 50 prompts, and 5 articles per month. The Professional plan at $249/mo adds crawler logs, state/city tracking, and 15 articles. For agencies managing multiple brands, custom pricing is available.
The real question: monitoring vs optimization
Here's the honest framing. Peec AI, Otterly.AI, and (to a lesser extent) Profound are monitoring tools. They're good at telling you where you stand. That's useful, but it's the beginning of the work, not the end.
The platforms that will matter most in 2026 are the ones that help you close the loop. Knowing that a competitor appears in ChatGPT responses for "best project management tool for remote teams" is only valuable if you can do something about it. That means understanding what content the AI model is pulling from, generating something better, publishing it, and then verifying it worked.
That's the workflow Promptwatch is built around. The other three platforms in this comparison don't offer it — at least not end-to-end.
A note on LLM coverage
One practical difference worth flagging: LLM coverage varies more than the marketing copy suggests.
Promptwatch tracks 10 AI models on every plan: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Claude, Gemini, Meta/Llama, DeepSeek, Grok, and Mistral. Peec AI and Otterly cover 3-4 base platforms with paid add-ons for additional models. Profound covers 9+ but the exact model list depends on the plan tier.
For brands that care about visibility in DeepSeek, Grok, or Mistral (which are growing in usage outside the US), this gap matters. You can't optimize for models you're not tracking.
Bottom line
All four platforms have a place in the market. Otterly.AI is the right call if budget is tight and you just need basic monitoring. Peec AI wins on UX and is genuinely the easiest to onboard. Profound has depth for enterprise teams that can justify the cost.
But if the goal is to actually rank better in AI search — not just know that you're not ranking — Promptwatch is the only platform in this group that's built for that outcome. The combination of gap analysis, AI-native content generation, crawler logs, and traffic attribution is what makes it an optimization platform rather than a tracker.
The dashboards are nice. The results are better.