Key takeaways
- All four platforms track brand mentions in AI search engines, but they differ significantly in what they do with that data.
- Peec AI is the most accessible entry point for daily prompt monitoring, starting at €89/month.
- Brandlight.ai is built for enterprise teams with budget to match -- pricing starts around $199/month and scales to $4K-$15K/month for enterprise contracts.
- Scrunch is carving out a technically interesting niche by serving AI-optimized content at the CDN edge, but it's still primarily a monitoring and optimization layer, not a full action loop.
- Promptwatch is the only platform in this comparison that closes the loop: it finds gaps, generates content to fill them, and tracks whether that content gets cited.
Getting cited by ChatGPT, Perplexity, or Google AI Overviews is the new version of ranking on page one. Brands that figured out traditional SEO early had a meaningful advantage. The same thing is happening now with AI search -- and the window to act is still open.
The four platforms in this comparison -- Brandlight.ai, Promptwatch, Scrunch, and Peec AI -- all claim to help you show up in AI-generated answers. But "AI visibility platform" covers a wide range of actual capabilities. Some show you a dashboard of where you're mentioned. Others go further and tell you why you're being cited (or not). Only one of them helps you create the content that earns citations in the first place.
This guide breaks down what each platform actually does, who it's built for, and where the real differences lie.
What we're actually comparing
Before getting into the platforms, it helps to define what a complete AI visibility workflow looks like. There are four core jobs to be done:
- Track which prompts your brand appears in across AI engines
- Understand why you're cited (or why competitors are cited instead)
- Create content that fills the gaps AI models are exposing
- Measure whether that content is working -- citations, traffic, revenue
Most platforms handle job one reasonably well. Fewer handle job two. Almost none handle jobs three and four. That gap is where the real differentiation lives.
Platform-by-platform breakdown
Peec AI
Peec AI is a clean, focused tool for daily prompt-based visibility tracking. It monitors brand mentions across AI platforms and gives you a clear picture of how visible you are for specific prompts. Pricing starts at €89/month, which makes it one of the more accessible options in this space.
What Peec AI does well: it's fast to set up, easy to understand, and gives you reliable daily data on brand mentions. If you're a marketing team that just wants to know "are we showing up in AI answers for our key topics?" -- Peec AI answers that question without much friction.
What it doesn't do: Peec AI stops at monitoring. There's no content generation, no crawler log analysis, no attribution back to revenue. You'll know you're invisible, but the platform won't tell you how to fix it. For teams that are comfortable doing the content work themselves and just need the data signal, that's fine. For teams that want a platform to help them act on what they find, it's a gap.
Brandlight.ai
Brandlight.ai is the enterprise play in this comparison. It tracks brand mentions across ChatGPT, Gemini, Perplexity, Copilot, and Grok, and layers in sentiment analysis, citation tracking, technical health audits, and a multi-brand command center. The product is polished and clearly built for large organizations with dedicated AI strategy resources.
The catch is pricing. Brandlight doesn't publish self-serve pricing -- you need a sales call to get a quote. Entry-level access starts around $199/month, but enterprise contracts reportedly run $4,000 to $15,000 per month. For a Fortune 500 CMO with budget and a team of AI strategists, that's defensible. For a growing brand or an agency managing multiple clients, it's a lot to commit to before you've proven ROI.
The other friction point is the buying process itself. Mandatory sales calls and opaque pricing slow down evaluation. If you're trying to move fast -- and in AI search, moving fast matters -- that's a real cost.
Brandlight's feature set is genuinely strong for monitoring and sentiment. What it shares with most enterprise monitoring tools is a relative lack of built-in content optimization. You get excellent data about where you stand; the path from that data to actual content changes is left to your team.
Scrunch
Scrunch is doing something technically interesting. Rather than just monitoring AI responses after the fact, it's working at the CDN edge to serve AI-optimized content -- meaning it can influence how AI crawlers see your pages in real time. That's a different approach from pure monitoring tools, and it's worth paying attention to.
In the 2026 GEO platform landscape, Scrunch is positioned as an "action-oriented" tool for teams that want to optimize how their content is served to AI crawlers. The CDN-edge approach means changes can propagate faster than traditional content updates, which is genuinely useful for technical teams.
The limitation is scope. Scrunch's strength is in the technical optimization layer -- how your existing content is served and structured for AI consumption. It's less focused on the strategic question of what content you're missing entirely. If your pages exist but aren't being cited, Scrunch can help. If the content doesn't exist yet, you'll need to build it elsewhere.
Scrunch is best suited for teams with a technical SEO background who want to optimize their existing content stack for AI crawlers. It's a specialist tool, not a full-stack solution.
Promptwatch
Promptwatch is the broadest platform in this comparison, and the one that most directly addresses the full visibility workflow -- from finding gaps to generating content to tracking results.
The core difference from the other three platforms is what Promptwatch calls the action loop. Most AI visibility tools show you where you're invisible. Promptwatch shows you where you're invisible, then helps you fix it.
Here's how that plays out in practice:
Finding gaps: Answer Gap Analysis shows exactly which prompts competitors are appearing for that you're not. You see the specific topics and questions AI models want to answer but can't find on your site. This isn't a generic content audit -- it's grounded in real prompt data from actual AI search behavior.
Creating content: Content Agents generate articles, comparisons, and briefs based on that prompt data. The output is engineered to answer the specific gaps AI models are exposing, not generic SEO filler. It incorporates citation data, prompt volumes, competitor analysis, and brand guidance.
Tracking results: Page-level tracking shows which pages are being cited, how often, and by which models. AI Crawler Logs show when AI agents visit your pages, what they read, and when pages move from crawled to cited. Traffic attribution connects visibility to actual revenue.
Promptwatch also covers some ground that none of the other three platforms touch: Reddit and YouTube insights (both of which influence AI recommendations), ChatGPT Shopping tracking, entity tracking, and offsite citation analysis. The platform monitors 10 AI models including ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, DeepSeek, Grok, and Copilot.
Pricing runs from $99/month (Essential: 1 site, 50 prompts, 5 articles) to $579/month (Business: 5 sites, 350 prompts, 30 articles). A free trial is available. Those numbers are meaningfully lower than Brandlight's enterprise tier, and the feature set is broader.
The tradeoff is complexity. Promptwatch has more moving parts than Peec AI or a focused monitoring tool. Teams that just want a simple "are we mentioned?" dashboard may find it more than they need. Teams that want to actually move the needle on AI visibility will find it's the right level of depth.
Feature comparison
| Feature | Peec AI | Brandlight.ai | Scrunch | Promptwatch |
|---|---|---|---|---|
| Prompt tracking | Yes | Yes | Yes | Yes |
| Citation monitoring | Basic | Yes | Yes | Yes |
| Sentiment analysis | Limited | Yes | Limited | Yes |
| AI crawler logs | No | No | Partial (CDN edge) | Yes |
| Content gap analysis | No | No | No | Yes |
| AI content generation | No | No | No | Yes |
| Page-level tracking | No | No | No | Yes |
| Traffic attribution | No | No | No | Yes |
| Reddit/YouTube insights | No | No | No | Yes |
| ChatGPT Shopping tracking | No | No | No | Yes |
| Multi-model coverage | Yes | Yes (5 models) | Yes | Yes (10 models) |
| Self-serve pricing | Yes (€89/mo) | No (sales-led) | Varies | Yes ($99/mo) |
| Free trial | Yes | No | Varies | Yes |
| Best for | Daily monitoring | Enterprise brands | Technical SEO teams | Full-stack GEO |
Who should use what
Choose Peec AI if you're an early-stage team or solo marketer who needs daily visibility data without complexity. It's the lowest-friction entry point into AI search monitoring, and the price point makes it easy to justify.
Choose Brandlight.ai if you're at a large enterprise with a dedicated AI strategy team, budget for a premium product, and a need for multi-brand command center functionality. The Fortune 500 customer list (Volkswagen, LG, TD Bank) suggests it's built for that context and performs well there.
Choose Scrunch if you have a technical SEO background, your existing content is already strong, and your primary problem is that AI crawlers aren't reading or indexing your pages correctly. The CDN-edge approach is genuinely differentiated for that specific problem.
Choose Promptwatch if you want to move from monitoring to actually improving your AI visibility. The combination of gap analysis, content generation, crawler logs, and attribution makes it the most complete platform for teams that want to treat AI search as an optimization channel, not just a reporting metric.
The monitoring-only trap
One pattern worth naming: a lot of teams buy an AI visibility tool, look at the dashboard for a few weeks, and then... don't know what to do next. The data shows they're invisible for certain prompts. The platform doesn't tell them how to fix it. So the tool becomes another line item that generates reports nobody acts on.
This is the monitoring-only trap, and it's the core problem with most platforms in this space -- including, to varying degrees, Peec AI, Brandlight.ai, and Scrunch. They're good at showing you the problem. They're not built to help you solve it.
The question to ask before buying any AI visibility platform isn't "does it track my brand mentions?" -- they all do. The question is: "what happens after I see the gap?"
If the answer is "you export the data and figure it out yourself," that's a monitoring tool. If the answer is "the platform helps you create the content that fills the gap and then tracks whether it worked," that's an optimization platform.
That distinction matters more as AI search matures. In 2024, just knowing you were invisible was useful. In 2026, with more brands actively investing in GEO, knowing you're invisible without a clear path to fixing it is just expensive frustration.
A note on the broader market
Promptwatch's 2026 comparison of 21 GEO platforms maps the market across four quadrants: Leaders, Challengers, Visionaries, and Niche Players. It's worth looking at if you want a broader view of where each platform sits relative to the full competitive landscape -- not just the four platforms in this guide.
The broader takeaway from that analysis: the GEO market is moving fast, and the gap between monitoring tools and optimization platforms is widening. Platforms that shipped new capabilities in 2025-2026 (autonomous agents, MCP integrations, CDN-edge optimization, revenue attribution) are pulling ahead. Platforms that stayed focused on dashboards are getting commoditized.
Bottom line
All four platforms in this comparison are legitimate tools for understanding AI search visibility. None of them are scams or vaporware. The differences are real and meaningful:
Peec AI is the simplest and cheapest entry point. Brandlight.ai is the most polished enterprise option. Scrunch is the most technically interesting for CDN-edge optimization. Promptwatch is the most complete platform for teams that want to actually improve their AI visibility, not just measure it.
If your goal is to understand where you stand, any of these will work. If your goal is to move from invisible to cited -- and to do it systematically, with content that's engineered to earn citations -- Promptwatch is the clearest path.