Key takeaways
- Most AI visibility platforms are monitoring-only dashboards. Only a few help you actually fix what they find.
- Profound leads on enterprise depth and funding ($155M+), but its pricing reflects that.
- Promptwatch is the only platform in this comparison rated as a "Leader" across all categories -- monitoring, content generation, crawler logs, and traffic attribution.
- Otterly.AI and Peec AI are solid entry points for teams that want tracking without a large budget commitment.
- AthenaHQ and Scrunch sit in the middle: real features, but gaps in key areas like Reddit tracking and content generation.
- The right tool depends almost entirely on whether you need to understand your AI visibility or actually improve it.
The AI visibility tools market has exploded. Between mid-2025 and spring 2026, the category raised over $300M in funding, and the number of platforms claiming to "track your brand in ChatGPT" has gone from a handful to dozens. Most of them look similar at first glance: dashboards, prompt tracking, citation counts, some kind of competitor comparison.
But dig into the details and the differences are significant. Some platforms are built for enterprise analytics teams with six-figure budgets. Others are entry-level trackers that give you a number and leave you wondering what to do with it. A few -- a very small few -- actually help you close the gap between where you are and where you want to be.
This comparison covers six platforms that come up most often in 2026 buying conversations: Profound, Promptwatch, Otterly.AI, Peec AI, AthenaHQ, and Scrunch. We'll go platform by platform, then compare them head-to-head across the features that actually matter.
The six platforms at a glance
Before getting into the weeds, here's the honest one-liner for each:
- Profound: Enterprise-grade depth, enterprise-grade price. Best for Fortune 500 teams with dedicated analytics resources.
- Promptwatch: The most complete end-to-end stack. Tracks, analyzes, generates content, and measures results.
- Otterly.AI: Affordable, accessible monitoring. Good starting point for smaller teams.
- Peec AI: Fast-growing mid-market challenger with solid analytics and a reasonable price point.
- AthenaHQ: Technical SEO focus with AEO capabilities, but limited on the optimization side.
- Scrunch: Monitoring plus some content generation, but the feature set has gaps.
Platform deep dives
Profound
Profound raised $155M and hit a $1B valuation. It has Fortune 500 clients and the deepest enterprise analytics in the category. If you're a large brand with a dedicated analytics team and a budget to match, Profound delivers real depth: crawler logs, citation analysis, competitor benchmarking, and historical prompt data.
The catch is price. Profound starts at $499/month and scales up significantly for enterprise contracts. That's not unreasonable for what it offers, but it puts the platform out of reach for most mid-market teams. There's also no Reddit or YouTube tracking, and no ChatGPT Shopping monitoring -- gaps that matter if those channels influence your category.
Promptwatch
Promptwatch is the platform this site is built on, so take that context as you will -- but the facts speak for themselves. In a 2026 comparison of 12 GEO platforms, it's the only one rated as a "Leader" across every category. The core reason: most platforms stop at monitoring. Promptwatch is built around an action loop.
The sequence works like this: Answer Gap Analysis shows you exactly which prompts your competitors rank for that you don't. Content Agents then generate articles, listicles, and briefs engineered to fill those gaps -- not generic SEO content, but material grounded in real prompt data, citation patterns, and competitor analysis. Then page-level tracking shows you when AI models start citing your new content, and traffic attribution connects that visibility to actual revenue.
On top of that: real-time AI crawler logs (which pages ChatGPT, Claude, and Perplexity are reading, how often, and what errors they hit), Reddit and YouTube insights, ChatGPT Shopping tracking, prompt volume and difficulty scoring, and multi-language/multi-region monitoring across 10 AI models.
Pricing starts at $99/month (Essential: 1 site, 50 prompts, 5 articles), $249/month for Professional (2 sites, 150 prompts, crawler logs), and $579/month for Business (5 sites, 350 prompts, 30 articles). Free trial available.
Otterly.AI
Otterly is the most accessible platform in this comparison. It starts at $29/month, covers multiple AI engines, and gives you prompt tracking, citation analysis, and competitor benchmarking without a steep learning curve. For a small team or solo marketer who just wants to start measuring AI visibility, it's a reasonable entry point.
The limitations show up when you want to do something with the data. Otterly's crawler logs are in beta, visitor analytics are limited, and there's no content generation capability. It's a monitoring tool, and a good one -- but if you need to move from insight to action, you'll hit a ceiling quickly.
Peec AI
Peec raised $29M and reportedly hit $4M+ ARR in ten months, which is a real signal of product-market fit. It supports up to 9 AI engines, has solid analytics, and sits at a mid-market price point (starting around €89/month) that makes it accessible to teams that find Profound too expensive.
The gap is on the optimization side. Peec doesn't have crawler logs, visitor analytics, or content generation. It's a strong tracker and a genuine Profound alternative for teams that don't need the full enterprise stack -- but like Otterly, it leaves you to figure out what to do with the data yourself.
AthenaHQ
AthenaHQ positions itself as an "end-to-end AEO platform built to drive measurable business outcomes from AI search." That's an ambitious claim, and the platform does have real capabilities: prompt tracking, citation analysis, competitor benchmarking, and some content audit functionality.
But compared to Promptwatch, the optimization layer is thin. No crawler logs, no visitor analytics, no Reddit or YouTube tracking, no ChatGPT Shopping monitoring. The content gap analysis exists but doesn't connect to content generation. AthenaHQ is a credible option for teams that want more than basic monitoring but aren't ready for a full-stack platform.
Scrunch
Scrunch sits in an interesting position: it has crawler logs and visitor analytics (features that most competitors lack), plus some content generation capability. That makes it more complete than Otterly or Peec on paper.
In practice, the content generation is limited compared to what Promptwatch's Content Agents produce, and the platform lacks Reddit/YouTube tracking and ChatGPT Shopping monitoring. It's a solid mid-tier option, particularly for teams that want crawler data without paying Profound or Promptwatch prices -- but the optimization workflow isn't as developed.
Feature-by-feature comparison
This is the table most comparison posts bury or skip entirely. Here's how the six platforms stack up across the features that actually determine whether you can act on your AI visibility data.
| Feature | Profound | Promptwatch | Otterly.AI | Peec AI | AthenaHQ | Scrunch |
|---|---|---|---|---|---|---|
| Prompt tracking | Yes | Yes | Yes | Yes | Yes | Yes |
| Citation tracking | Yes | Yes | Yes | Yes | Yes | Yes |
| Multi-engine coverage | Yes | Yes (10 models) | Yes | Yes (9 models) | Yes | Yes |
| Competitor benchmarking | Yes | Yes | Yes | Yes | Yes | Yes |
| Crawler logs / agent analytics | Yes | Yes (Pro+) | Beta | No | No | Yes |
| Visitor analytics / traffic attribution | Yes | Yes | Limited | No | No | Yes |
| Content gap analysis | Partial | Yes | Yes | No | Partial | No |
| AI content generation | No | Yes | No | No | No | Limited |
| Reddit & YouTube tracking | No | Yes | No | No | No | No |
| ChatGPT Shopping tracking | No | Yes | No | No | No | No |
| Prompt volume & difficulty scoring | No | Yes | No | No | No | No |
| Multi-language / multi-region | Yes | Yes | Limited | Yes | Limited | Limited |
| API access | Yes | Yes | Yes | Limited | Yes | Yes |
| Starting price | ~$499/mo | $99/mo | $29/mo | ~€89/mo | Contact | Contact |
| Free trial | No | Yes | Yes | Yes | No | No |
A few things jump out from this table. First, the monitoring features (prompt tracking, citation tracking, multi-engine) are table stakes at this point -- every platform has them. The real differentiation is in the action layer: content generation, crawler logs, traffic attribution, and niche tracking like Reddit and ChatGPT Shopping.
Second, price doesn't map cleanly to features. Promptwatch at $99/month has a more complete feature set than platforms that cost five times as much.
The monitoring-vs-optimization gap
This is the most important thing to understand about the 2026 AI visibility market. Most platforms are built around a single question: "Where does my brand appear in AI search results?" That's a useful question. But it's not the only question that matters.
The harder question is: "What do I do about it?" And that's where most platforms go quiet.
Profound gives you deep data but no content generation. Otterly gives you accessible monitoring but no path to improvement. Peec gives you solid analytics but leaves the optimization work to you. AthenaHQ talks about driving business outcomes but doesn't give you the tools to create the content that would actually move the needle.
Scrunch is the closest competitor to Promptwatch on this dimension -- it has crawler logs and some content generation -- but the workflow isn't as developed, and it's missing several tracking capabilities that matter for a complete picture.
Promptwatch's answer to this problem is the action loop: find the gaps, generate the content, track the results. The Answer Gap Analysis identifies exactly which prompts competitors are winning that you're not. Content Agents produce the articles and briefs to fill those gaps. Then the tracking layer shows you when AI models start citing your new content and connects that to actual traffic and revenue.
That cycle -- find, fix, measure -- is what separates an optimization platform from a monitoring dashboard.
Who should use which platform
If you're an enterprise brand with a large analytics team
Profound is worth evaluating seriously. The depth of data is real, the crawler logs are mature, and the Fortune 500 client list suggests it can handle complex organizational requirements. Just be prepared for the price and the fact that you'll need internal resources to act on what you find.
If you want an end-to-end platform that tracks and optimizes
Promptwatch is the clearest choice. It's the only platform in this comparison that covers the full workflow from gap identification to content creation to result tracking. The pricing is also more accessible than Profound, with a free trial to test before committing.
If you're a small team or solo marketer starting out
Otterly.AI at $29/month is a reasonable entry point. You'll get real monitoring data without a large budget commitment. When you're ready to move from tracking to optimizing, you'll likely outgrow it -- but it's a good way to get started.
If you're a mid-market team that wants analytics without enterprise pricing
Peec AI is worth a look. The growth metrics suggest it's doing something right, the analytics are solid, and the price is more accessible than Profound. The gap is on optimization -- you'll need to do the content work yourself.
If you want something between basic monitoring and full-stack optimization
Scrunch and AthenaHQ both occupy this middle ground. Scrunch has an edge on the technical side (crawler logs, visitor analytics). AthenaHQ has more content audit functionality. Neither is as complete as Promptwatch, but both are credible options for teams that find Otterly too basic and Profound too expensive.
The prompt volume question
One feature worth calling out separately: prompt volume and difficulty scoring. Promptwatch tracks estimated search volume and difficulty for each prompt, plus query fan-outs that show how one prompt branches into sub-queries. None of the other five platforms in this comparison offer this.
Why does it matter? Because not all prompts are equal. "Best project management software" gets asked far more often than "best project management software for remote construction teams." If you're going to invest in creating content to rank in AI search, you want to prioritize prompts where the volume justifies the effort and where you have a realistic chance of winning.
Without prompt volume data, you're essentially optimizing blind -- picking topics based on intuition rather than data. That's the same mistake SEOs made in the early days before keyword volume data existed.
A note on the broader market
These six platforms aren't the only options. The 2026 AI visibility market includes tools like Bluefish AI (enterprise-focused), Search Party (agency-oriented), Brandlight.ai, and a growing number of budget challengers. There are also traditional SEO platforms like Semrush and Ahrefs that have bolted on AI monitoring features -- useful if you're already paying for those platforms, but shallow compared to dedicated GEO tools.
Search Party
The category is moving fast. Platforms that were monitoring-only six months ago are adding content features. Platforms that started with content are adding tracking. The gap between the leaders and the rest is narrowing in some areas and widening in others.
What's not changing: the fundamental split between platforms that show you data and platforms that help you act on it. That distinction will matter more, not less, as the market matures.
Final verdict
If you're choosing between these six platforms in 2026, the decision comes down to two questions: What's your budget, and do you need to optimize or just monitor?
For pure monitoring on a budget, Otterly.AI or Peec AI. For enterprise-grade analytics, Profound. For the middle ground with some technical depth, Scrunch or AthenaHQ. For the full stack -- tracking, gap analysis, content generation, and result measurement -- Promptwatch is the only platform in this comparison that delivers all of it, and at a price point that doesn't require a Fortune 500 budget.
The AI search landscape is shifting fast enough that standing still isn't really an option. Knowing where you're invisible is step one. Actually doing something about it is the part most platforms skip.