Key takeaways
- Promptwatch is the only platform in this comparison that closes the loop from competitor analysis to content creation -- it shows you where rivals are winning and helps you fix it.
- Peec AI has solid competitive gap analysis and shows where rivals dominate, but stops short of helping you act on the data.
- Profound offers the richest data dashboards for enterprise teams, with strong crawler logs and visitor analytics, but strategy is left entirely to you.
- Otterly.AI covers the core monitoring pillars well and has a unique MCP server integration, but competitor benchmarking depth is more limited.
- If competitor analysis is your primary use case, the right choice depends on whether you need raw data (Profound), gap detection (Peec AI), or a full workflow from gap to fix (Promptwatch).
AI search visibility has become a real priority for marketing teams in 2026, and competitor analysis is the part everyone wants to get right first. The logic is simple: if you can see which prompts your competitors are appearing in and you're not, you know exactly where to focus.
The problem is that most platforms in this space define "competitor analysis" very differently. Some show you a heatmap. Some give you a gap report. Some let you track competitor mentions across AI engines. And one actually helps you do something about it.
This guide breaks down how Promptwatch, Peec AI, Profound, and Otterly.AI each handle competitor analysis -- what they show you, what they don't, and which one is worth your money depending on what you actually need.
What "competitor analysis" actually means in AI search
Before comparing features, it's worth being clear about what competitor analysis means in the context of AI visibility -- because it's different from traditional SEO.
In traditional SEO, competitor analysis means looking at who ranks for the same keywords and what their backlink profiles look like. In AI search, the equivalent questions are:
- Which prompts is my competitor appearing in that I'm not?
- What sources is the AI citing when it recommends them?
- Which AI models favor them, and why?
- What content do they have that I'm missing?
A good competitor analysis feature in an AI visibility platform should answer at least some of these questions. The best ones should help you act on the answers.
The four platforms at a glance
Profound
Otterly.AI
Head-to-head feature comparison
| Feature | Promptwatch | Peec AI | Profound | Otterly.AI |
|---|---|---|---|---|
| Competitor prompt tracking | Yes | Yes | Yes | Yes |
| Competitor visibility heatmap | Yes | Yes | Yes | Yes |
| Answer gap analysis | Yes (detailed) | Yes | Partial | Limited |
| Citation source analysis | Yes | Yes | Yes | Yes |
| Crawler logs | Higher plans | No | Yes | Beta |
| Content generation from gaps | Yes | No | No | No |
| Reddit/YouTube tracking | Yes | No | No | No |
| ChatGPT Shopping tracking | Yes | No | No | No |
| Prompt volume & difficulty | Yes | No | No | No |
| Visitor analytics / traffic attribution | Limited | No | Yes | Limited |
| Multi-engine coverage | 10+ models | 3+ models | 9+ models | Multi |
| API access | Yes | Enterprise only | Yes | Yes |
| MCP integration | No | No | No | Yes |
| Pricing (entry) | $99/mo | $95/mo | Custom | Varies |
Promptwatch: competitor analysis with a path to action
Promptwatch's approach to competitor analysis is built around a concept called Answer Gap Analysis. The idea is straightforward: you define a set of prompts relevant to your category, and the platform shows you which ones your competitors appear in that you don't. Not just a count -- the actual prompts, the actual responses, and the specific content gaps on your site that explain why you're invisible there.
That last part is what separates Promptwatch from the others. Most platforms stop at "here's where your competitor is winning." Promptwatch goes further and says "here's what content you need to create to compete for that prompt."
The Content Agents feature then generates that content -- articles, listicles, comparisons -- grounded in real prompt data, citation patterns, and competitor analysis. It's not generic AI writing. It's content built specifically to fill the gaps the competitor analysis identified.
On top of that, Promptwatch tracks competitor visibility across 10+ AI models including ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, DeepSeek, Grok, and more. Competitor heatmaps show you who's winning for each prompt and on which model. Page-level tracking shows exactly which pages are being cited and how often.
The crawler logs (available on Professional and Business plans) add another layer: you can see when AI crawlers visit competitor-adjacent content on your site, which pages they read, and whether those pages are moving from crawl to citation.
One thing worth noting: Promptwatch's visitor analytics are described as "limited" in some comparisons. Traffic attribution exists, but it's not as deep as Profound's. If your primary need is connecting AI visibility to revenue in a detailed way, that's a consideration.
Peec AI: solid gap analysis, but the workflow ends there
Peec AI's competitor analysis is genuinely useful. The platform shows where rivals dominate across AI engines, and the competitive gap analysis makes it clear which prompts competitors are winning that you're not. For a monitoring-focused tool, that's a meaningful capability.
Where Peec AI falls short is what happens after you see the gap. There's no content generation, no briefs, no guidance on what to create. The data is there; the path forward is not. You're expected to take the gap report and figure out the rest yourself.
Peec AI also tracks fewer AI models than Promptwatch or Profound at the lower pricing tiers (3 models on the Starter plan at $95/month, with all models only available on Enterprise). That's a real limitation if you want to understand how competitor visibility varies across ChatGPT versus Perplexity versus Google AI Overviews.
There's no Reddit tracking, no YouTube insights, no ChatGPT Shopping monitoring, and no crawler logs. For a team that just wants to see competitive gaps and is happy to handle strategy themselves, Peec AI works. For a team that wants the full picture, it's a starting point, not a destination.
Profound: the richest data, but strategy is on you
Profound is the enterprise option in this group. It has strong crawler logs, solid visitor analytics, and data-rich dashboards that give you a detailed view of AI visibility across 9+ models. Competitor benchmarking is a genuine strength -- the platform shows you how your visibility compares to rivals across different AI engines and over time.
The limitation is that Profound is fundamentally a data platform. It shows you what's happening with impressive depth, but it doesn't help you do anything about it. There's no content generation, no answer gap analysis that produces actionable briefs, no Reddit or YouTube tracking to understand offsite citation patterns.
For enterprise teams with dedicated analysts who can interpret dashboards and commission content separately, Profound makes sense. The data quality is high and the reporting is stakeholder-ready. But for a marketing team that wants to move from insight to action without a lot of manual work in between, Profound requires you to build that workflow yourself.
Pricing is also enterprise-oriented, which means it's not the right fit for smaller teams or agencies managing multiple clients on a budget.
Profound
Otterly.AI: good monitoring, unique MCP integration
Otterly.AI covers the core monitoring pillars -- prompt tracking, citation analysis, multi-engine coverage, competitor benchmarking, and brand mentions. The platform has a clean interface and is genuinely useful for teams that want to understand their AI visibility without a steep learning curve.
The standout feature is the MCP (Model Context Protocol) server integration, which lets AI-native teams query their brand data directly without leaving their workflow. That's genuinely useful for teams building AI-powered internal tools or working in environments where switching between platforms is friction.
On competitor analysis specifically, Otterly.AI shows competitor visibility and citation data, but the depth of gap analysis is more limited compared to Promptwatch or Peec AI. Crawler logs are in beta. There's no content generation. Reddit and YouTube tracking aren't part of the offering.
For teams that prioritize clean monitoring and want that MCP integration, Otterly.AI is a strong choice. For teams where competitor analysis is the primary use case and they want to act on what they find, it's less complete.
Otterly.AI
Which platform wins on competitor analysis?
The honest answer is that it depends on what you mean by "competitor analysis" and what you plan to do with the results.
If you want raw competitive data with enterprise-grade dashboards, Profound is the most thorough. The visitor analytics and crawler logs give you context that the other platforms don't match at the data layer.
If you want to see competitive gaps clearly and are comfortable handling strategy yourself, Peec AI does that job at a reasonable price point.
If you want clean monitoring with a unique workflow integration (the MCP server), Otterly.AI is worth a look.
If you want competitor analysis that actually leads somewhere -- where the gap you identify becomes content you can publish and track -- Promptwatch is the only platform in this group that closes that loop. The Answer Gap Analysis shows you exactly which prompts competitors are winning. The Content Agents generate the content to compete for those prompts. The page-level tracking and crawler logs show you when that content starts getting cited.
That end-to-end workflow is what makes the comparison interesting. The other platforms are monitoring tools with competitor analysis features. Promptwatch is an optimization platform that uses competitor analysis as the starting point for a broader workflow.
Pricing comparison
| Platform | Entry price | What you get |
|---|---|---|
| Promptwatch | $99/mo (Essential) | 1 site, 50 prompts, 5 articles, 10+ AI models |
| Peec AI | $95/mo (Starter) | 3 AI models, 50 prompts, unlimited seats |
| Profound | Custom (enterprise) | Full dashboard, crawler logs, visitor analytics |
| Otterly.AI | Varies | Core monitoring, MCP integration, multi-engine |
Promptwatch and Peec AI are in the same ballpark at entry level, though Peec AI's Starter plan only covers 3 AI models. Profound is priced for enterprise budgets. Otterly.AI pricing varies by plan.
The bottom line
Competitor analysis in AI search is more useful when it leads to action. Seeing that a competitor appears in 40 prompts you don't is interesting. Knowing exactly which content gaps explain that difference, and having a tool that helps you fill them, is what actually moves the needle.
Promptwatch is the only platform here that does both. The others are solid monitoring tools -- Profound especially for enterprise data depth, Peec AI for gap detection, Otterly.AI for clean monitoring with workflow integration -- but they leave the "now what?" question unanswered.
For most marketing teams, the right question isn't just "which platform shows me the most competitor data?" It's "which platform helps me do something about it?"