Anchor vs Otterly.ai: Which AI Visibility Tool Should You Use?

Two tools that track how AI recommends your brand. Here's the honest comparison — and why the differences matter more than you'd think.

The AI brand visibility category is growing up. A year ago, asking "what does ChatGPT say about my brand?" required duct-taping together manual queries and hoping someone read the results. Today, dedicated tools exist to answer that question at scale.

Two of the most-discussed options right now: Otterly.ai and Anchor.

We built Anchor. So this comparison comes with a disclosure: we're not neutral. But we've done our best to be accurate about what each tool does and doesn't do — because getting this choice wrong wastes time and money.

Here's the honest breakdown.

What Each Tool Does

Otterly.ai is a GEO (Generative Engine Optimization) monitoring platform designed for agencies and marketing teams. You set up brand tracking projects, define competitor sets, configure your prompt library, and receive ongoing dashboards tracking your visibility in AI-generated answers over time. It's a continuous monitoring solution with a polished agency-facing UI, structured around weekly and monthly reporting cycles.

Anchor is an on-demand AI brand visibility scanner. You enter a brand name and keyword, and receive a scored diagnostic report in under 15 minutes — no account setup, no configuration, no onboarding call. It covers discovery rate (unprompted AI recommendations), brand narrative accuracy, breakdowns by AI engine and query scenario, and actionable GEO recommendations. The report has a shareable public URL. No login required to view it.

Side-by-Side Comparison

Speed of First Report: A Significant Gap

The most practical difference between these tools is how long it takes to get your first meaningful data.

With Otterly.ai, you sign up, create a project, define your brand and competitors, configure the prompts you want to track, and wait for the first monitoring cycle to run. For most users, that's at minimum a few hours — and often a full day before you have anything to act on.

With Anchor, you type a brand name. You have a complete report in under 15 minutes. That report already covers the most common GEO query scenarios without you having to define them.

This isn't a minor UX difference — it fundamentally changes what the tool is useful for. Anchor is what you use when you need an answer today. Otterly is what you use when you've already decided to invest in ongoing GEO tracking.

Price: Meaningfully Different

Otterly.ai's pricing is designed for agency workflows. Their entry plans are in the $99+/month range for meaningful usage, with higher-tier plans for multi-client agency work. That's a reasonable price for a team billing clients for GEO services.

It's a lot for a brand owner who just wants to know whether AI is recommending them or not.

Anchor starts at $19/month for individual users, and the first scan is completely free. You can get a full AI visibility report on your brand — with scores, breakdowns, and recommendations — before entering a credit card number.

If your question is "should I be worried about AI brand visibility?" rather than "how do I operationalize GEO at scale?", Anchor is almost certainly the right starting point.

Chinese AI Coverage: A Real Differentiator

This is where the gap between the two tools is starker than any pricing comparison.

Otterly.ai tracks Western AI engines: ChatGPT, Claude, Gemini, Perplexity. These matter — a lot. But they don't cover the full picture of where AI brand visibility is being won and lost.

Chinese AI models — Kimi (Moonshot AI) and DeepSeek in particular — have hundreds of millions of active users. For any brand with China exposure, or any brand in a category where Chinese consumers make purchasing decisions, being invisible in Chinese AI is a real business risk.

Anchor explicitly tracks Kimi and DeepSeek alongside Western AI engines. The scores often diverge significantly: brands with strong Western AI visibility frequently have weak Chinese AI presence, and vice versa. You can't fix a problem you can't see.

If your brand has any Asia-Pacific relevance, this is a non-negotiable feature gap.

Shareable Reports: A Workflow Difference That Actually Matters

Anchor generates a public-URL report for every scan. You can send that link to a client, a stakeholder, or a colleague. They don't need a login. They don't need an account. They click the link and see the report.

This matters more than it sounds in practice. Agency workflows often require showing clients data quickly — in a Slack message, in a pitch deck, in an email thread. A URL is infinitely more shareable than a dashboard screenshot.

Otterly.ai's data lives inside a dashboard that requires authentication. That's appropriate for ongoing internal tracking, but it creates friction anytime you need to show someone outside your account what you found.

When to Choose Anchor

You need a fast answer. If a client asks "how are we performing in AI search?" and you need something shareable by end of day, Anchor produces a complete report in under 15 minutes. No sales call. No configuration.

You care about Chinese AI coverage. Kimi and DeepSeek are dominant in the Chinese market. Anchor specifically tracks both and explains why your scores differ between Chinese and English AI engines.

You want to share results easily. The shareable link format means you can drop a report URL into any communication without requiring the recipient to have an account.

You're early in your GEO journey. The first question most brands need to answer is "do we have a problem?" Anchor answers that in 15 minutes for free. That's the right first step before committing to ongoing monitoring.

When to Choose Otterly.ai

You need continuous monitoring. If you're running active GEO campaigns and need to track weekly changes across many prompts and competitors, Otterly's dashboard infrastructure is purpose-built for that.

You're an agency with dedicated GEO clients. Otterly's multi-client structure, branded reporting, and agency tiers are designed for teams billing GEO services to multiple clients at scale.

Western markets are your primary focus. If Chinese AI visibility isn't relevant to your use case, Otterly's engine coverage is sufficient.

The Fundamental Difference

Otterly.ai is a monitoring platform. Anchor is a diagnostic tool.

The GEO journey for most brands starts with: what is our AI visibility baseline, and is there a problem? That's a diagnostic question — and it should be answered before committing to a monitoring infrastructure.

Starting with continuous monitoring before you understand your baseline is like buying a gym tracker before you know what you're training for. The data floods in but you don't know what to do with it.

Start with Anchor to understand your AI visibility position in 15 minutes. If the results show a meaningful gap — and for most brands, they do — then the question of ongoing monitoring becomes a real investment decision rather than a leap of faith.

Your first scan is free. The baseline costs nothing. The clarity is immediate.

Otterly.ai features and pricing based on publicly available information as of April 2026. This comparison was written by the Anchor team. Both tools independently tested by the authors.

Run your free Anchor report at anchor.agentese.ai