Key takeaways
- Peec AI is the cleanest monitoring tool in this group, with unlimited countries and languages, but its Pro plan caps at four AI engines and 100 prompts -- and content tools are absent entirely.
- Otterly.AI is the most accessible entry point at $29/month, with six engines covered and a marketer-friendly interface that doesn't require an SEO background.
- Scrunch AI sits closer to the enterprise end of this "budget" bracket -- solid feature set, but pricing is less transparent and it's better suited for teams with a dedicated GEO function.
- Rankshift covers the broadest engine range in this group and offers unlimited seats, making it the most interesting option for agencies or teams tracking multiple brands.
- None of these four tools help you fix what they find. They're monitoring dashboards. If you need content creation, gap analysis, and crawler logs alongside tracking, you'll need to look at a fuller platform.
The AI visibility tool market has exploded. There's now a tool for every budget, every team size, and every level of ambition. That's mostly good news -- but it also means a lot of products that look similar on a feature comparison table are actually quite different in practice.
This guide focuses on four tools that come up constantly in the "affordable" or "mid-market" conversation: Otterly.AI, Scrunch AI, Peec AI, and Rankshift. All four are real products with real users. None of them cost $1,000/month. And all four have meaningful trade-offs worth understanding before you sign up.
Let's get into it.
What these tools actually do (and don't do)
Before comparing them against each other, it's worth being clear about what category they belong to.
All four tools are primarily AI visibility monitoring platforms. You give them a set of prompts -- questions your target customers might ask ChatGPT, Perplexity, Google AI Overviews, or similar engines -- and they run those prompts regularly, then report back on whether your brand appears in the answers, how often, and alongside which competitors.
That's genuinely useful. A year ago, most marketing teams had no idea whether they were visible in AI search at all. These tools solve that problem.
What they generally don't do: help you fix the gaps they find. There's no content generation, no answer gap analysis that tells you which prompts competitors are winning that you're not, and no crawler log data showing how AI bots are actually interacting with your site. They show you the score, but not the playbook.
That distinction matters more as the category matures. Knowing you're invisible in Perplexity for "best project management software for agencies" is only half the job. The other half is doing something about it.
With that framing in place, here's how the four tools compare.
Otterly.AI
Otterly.AI is probably the most widely recommended entry-level tool in this space, and the pricing is a big reason why. The base plan starts at $29/month, which is genuinely low for a tool that covers six AI engines including Copilot.
The interface is built for marketers, not data analysts. You don't need to understand how LLMs work to get value from it -- you set up your prompts, add your competitors, and the dashboard shows you share-of-voice trends over time. Otterly was named a Gartner Cool Vendor in 2025, which is a reasonable signal that it's not vaporware.
The trade-offs: six engines is decent but not comprehensive. Claude, Grok, and DeepSeek coverage depends on your plan. The depth of prompt-level data is lighter than what you'd get from a more expensive platform -- you get visibility scores and mention counts, but citation source analysis and sentiment tracking are limited at lower tiers. And like the others in this group, there's no content tooling.
For a solo marketer or a small team that just wants to know "are we showing up in AI search?", Otterly is a reasonable starting point.
Peec AI
Peec AI has grown fast. It raised $29M and reportedly hit $4M+ ARR in under a year, which suggests it's doing something right. The product is clean and focused: it tracks how your brand appears across ChatGPT, Perplexity, Google AI Overviews, and DeepSeek, with unlimited countries and languages included at no extra cost.
That unlimited language/country feature is a genuine differentiator. Most tools charge extra for multi-region tracking, or simply don't support it at the depth Peec does. If you're a brand with meaningful presence in multiple markets -- say, a European SaaS company tracking visibility in English, German, and French simultaneously -- Peec's architecture handles that more cleanly than most alternatives.
The ceiling, though, is real. The Pro plan (€199/month) covers four base AI engines. Claude, Gemini, and Google AI Mode are enterprise add-ons with custom pricing. You're capped at 100 prompts and 9,000 AI answers per month. There's no content creation, no site audits, no shopping visibility tracking.
So Peec is a focused monitoring tool that does its core job well, but "focused" is another word for "limited" depending on what you need.
Scrunch AI
Scrunch sits in an interesting position. It's technically in the "accessible" bracket, but it leans more enterprise than the others in this comparison -- the feature set is more complete, the onboarding is more involved, and the pricing is less transparent (you'll need to talk to sales for most plans).
What Scrunch does well: it covers a solid range of AI engines, offers competitive benchmarking, and has better reporting features than Otterly or Peec at comparable tiers. If you're a mid-sized company with a dedicated SEO or GEO function, Scrunch gives you more to work with.
What it doesn't do: content generation, crawler logs, or answer gap analysis in the way a full-stack platform would. It's still fundamentally a monitoring dashboard, just a more polished one.
The honest assessment is that Scrunch is probably overkill if you're just starting out, and possibly not enough if you're at the stage where you need to act on what you're learning. It occupies a middle ground that works well for teams that know exactly what they want from a monitoring tool and don't need anything beyond that.
Rankshift
Rankshift is the most interesting of the four from a value-per-dollar perspective, particularly for agencies. The key differentiators: broad AI engine coverage and unlimited seats, which is unusual at this price point.
Most tools charge per seat or per brand. Rankshift's model lets you add team members without the pricing spiraling upward, which makes it genuinely more practical for agencies managing multiple client accounts. The engine coverage is also wider than what Otterly or Peec offer on their base plans.
The trade-offs are around depth and polish. Rankshift is a newer entrant, and the interface and data depth don't yet match what you'd get from Peec or Otterly in terms of refinement. Prompt-level analytics and citation source data are present but less developed.
For an agency that needs to track AI visibility across a portfolio of clients without paying per-seat fees, Rankshift is worth a serious look. For a single brand trying to go deep on one domain, the other options may serve you better.
Side-by-side comparison
| Feature | Otterly.AI | Peec AI | Scrunch AI | Rankshift |
|---|---|---|---|---|
| Starting price | $29/mo | €199/mo (Pro) | Custom / sales | Budget-tier available |
| AI engines covered | 6 (incl. Copilot) | 4 base (Claude/Gemini extra) | Solid range | Broad coverage |
| Multi-language/region | Limited | Unlimited (key differentiator) | Yes | Yes |
| Prompt cap (base plan) | Moderate | 100 prompts / 9,000 answers | Varies | Varies |
| Unlimited seats | No | No | No | Yes |
| Content generation | No | No | No | No |
| Answer gap analysis | No | No | No | No |
| Crawler logs | No | No | No | No |
| Best for | Solo marketers, small teams | Multi-market brands | Mid-market with GEO focus | Agencies, multi-brand |
| Ease of use | High | High | Medium | Medium |
What's missing from all four
This is the part that doesn't get said enough in tool comparisons: monitoring is the easy part.
Knowing that you appear in 12% of relevant ChatGPT responses while your top competitor appears in 34% is useful information. But it doesn't tell you which specific prompts you're losing, what content you'd need to create to close that gap, or whether AI crawlers are even successfully reading your site in the first place.
None of these four tools answer those questions. They're dashboards, not optimization engines.
If you're at the stage where you need to move from "we know we have a problem" to "we're actively fixing it," you'll want a platform that includes answer gap analysis, content generation grounded in real prompt data, and crawler log visibility. Promptwatch is one of the few platforms that covers all three -- it shows you which prompts competitors are winning that you're not, generates content designed to close those gaps, and tracks which pages AI crawlers are actually reading on your site.
That's a different category of tool, and a different price point. But it's worth knowing the distinction exists before you commit to a monitoring-only solution and wonder six months later why your visibility scores aren't moving.
How to choose between these four
The decision mostly comes down to two questions: what's your budget, and what's your use case?
If you're just starting out and want to understand your baseline, Otterly.AI is the lowest-friction entry point. $29/month, six engines, a clean interface. You'll hit its limits eventually, but it's a reasonable way to get your first real data.
If you operate across multiple countries or languages, Peec AI's unlimited multi-region tracking is genuinely hard to beat at this price tier. The prompt cap and engine limitations are real constraints, but if international coverage is your primary need, Peec solves it cleanly.
If you're a mid-market company with a dedicated GEO or SEO function, Scrunch AI offers more reporting depth and competitive benchmarking. Expect to talk to sales and budget accordingly.
If you're an agency managing multiple client accounts, Rankshift's unlimited seat model changes the economics significantly. The depth isn't as refined as Peec or Otterly, but the cost-per-client math works out better at scale.
And if you're at the point where monitoring alone isn't enough -- where you need to understand why you're invisible and what to do about it -- that's when it's worth looking at a platform built around the full optimization loop rather than just the tracking piece.
A note on the broader market
These four tools exist in a market that raised over $300M in funding between mid-2025 and early 2026. Profound sits at the enterprise end with a $1B valuation and Fortune 500 clients. Peec AI is the fastest-growing challenger in the mid-market. Otterly is the most accessible entry point. And a wave of newer tools -- Rankshift included -- are competing on price, seat count, and engine coverage.
The market is still early enough that the "right" tool depends heavily on where you are in your GEO journey. A brand that's never measured AI visibility before has different needs than one that's been tracking for a year and is now trying to move the needle. The tools in this comparison are mostly built for the former -- which is fine, because that's where most teams are right now.
The ones that will matter most in 12 months are the ones that help teams move from knowing to doing.