AI Rank Tracker Review 2026

Key takeaways

• AI Rank Tracker (airank.dejan.ai, now migrated to app.dejan.ai) is a lightweight, experimental tool from Dejan Marketing that tracks how large language models associate entities with your brand, rather than a full AI visibility platform.
• The language-association graph is genuinely interesting and unlike anything else on the market, but it answers "what does the AI think of me?" rather than "how do I grow AI-driven revenue?"
• It's a monitoring-only tool. It lacks the content gap analysis, AI crawler logs, visitor analytics, automated content generation, and CMS publishing you get with Promptwatch.
• Pricing is not published clearly on the site; the tool started as a free experiment and has been folded into the broader app.dejan.ai platform, which now sells AI visibility plans.
• Best suited for SEOs and brand managers who want a quick, low-commitment read on brand-entity associations in LLMs, not for teams running a serious GEO program.

What AI Rank Tracker actually does

Dejan Marketing, the Australian SEO agency behind the Dejan brand, built AI Rank Tracker as one of the earlier free experiments in the AI visibility space. The core idea is distinctive: instead of just checking whether ChatGPT or another model mentions your brand, it mines language-association graphs to show which entities, concepts, and competitor names the model most strongly connects to yours.

That's a different lens than most AI rank trackers offer. Most tools in this category answer "did the model mention me for this prompt?" AI Rank Tracker leans into the semantic layer underneath: what does the model actually associate your brand with when it reasons about your category? If you're a CRM brand and the graph shows the model associates you with "small business" but not "enterprise," that's a real insight about how you'll show up in AI-generated recommendations.

The tool has since been migrated. If you go to airank.dejan.ai now, you get a redirect notice telling you it's now app.dejan.ai, with sign-in via Google and your existing project history carried over. That migration matters for this review, because the standalone free experiment has grown into a broader platform with AI visibility and competitive intelligence features, and the pricing structure has become less transparent in the process.

The language-association graph

This is the part worth trying the tool for. Enter a brand or entity, and the graph visualization maps out the associations the model draws. I found it useful for two things:

First, brand positioning audits. Seeing which entities cluster around your brand in the model's internal associations is a fast way to spot positioning gaps. If your competitors are tightly associated with the category terms you care about and you aren't, you know where your GEO work needs to go.

Second, competitive intelligence. Running the same analysis on a competitor shows you the associations they've earned that you haven't. That's a genuinely different input than a share-of-voice percentage, and it's the kind of thing you can take straight into a content brief.

The honest caveat: it's experimental. The graphs are interesting but interpretation is largely on you. There's no scoring framework, no benchmarking against industry baselines, and no explanation of how the associations were derived or how fresh the underlying data is. You get a visualization and you make of it what you will.

What it's missing

Here's where the gap between an experiment and a platform becomes obvious. Compared to what a full AI visibility stack like Promptwatch offers, AI Rank Tracker is missing most of the machinery a working SEO or GEO team needs:

• AI crawler logs. No visibility into when ChatGPTBot, ClaudeBot, PerplexityBot, or Google's AI crawlers hit your site, what they read, or what errors they hit. This is the "why" behind visibility scores, and it isn't here.
• Traffic attribution. No visitor analytics tying AI platforms to actual traffic and conversions on your site. You see associations, not business impact.
• Content gap analysis and content generation. No answer-gap reports, no content briefs, no automated writing and publishing to a CMS. It tells you where you stand and stops there.
• Prompt intelligence. No monthly search volumes, difficulty scores, or query fan-out data per prompt.
• Reddit and YouTube citation tracking. Given how much AI answers draw on those sources, their absence is a real limitation.
• ChatGPT Shopping and ads tracking. Nothing for e-commerce brands trying to understand product recommendations or sponsored placements in AI answers.
• Page-level citation tracking. You work at the brand/entity level, not the page level, so you can't see which URLs actually earn citations.

None of this is surprising for a tool that began as a free experiment. But if you're evaluating it as your primary AI visibility solution in 2026, these gaps are the difference between monitoring and actually optimizing.

Pricing and access

The original AI Rank Tracker was free, which was a big part of its appeal. The migration to app.dejan.ai has muddied that. The site now sells AI visibility plans, but the pricing page doesn't publish specific numbers, and the sign-in wall means you can't evaluate the current feature set without creating an account first. Third-party comparisons list plans as "starting from not specified," which tells you something about how discoverable the pricing is.

If you're curious, the barrier to entry is low: sign in with a Google account and your old projects carry over. But go in expecting to ask sales or support about costs rather than reading them off a pricing page.

Who it's for

The tool fits a few narrow profiles well:

An in-house SEO specialist at a mid-size brand who wants a one-off semantic read on how LLMs position their company against competitors. The graph output is a nice artifact for a slide deck.

An agency doing discovery on a new client. Running the association graph on a client and their top three competitors takes minutes and gives you a defensible starting point for a GEO audit.

Researchers and curious SEOs. As an experimental lens on how LLMs encode brand associations, it's genuinely novel and worth playing with.

Who it doesn't fit: anyone running an ongoing AI visibility program. If you need to track hundreds of prompts across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews, measure the traffic those citations drive, and then fix the gaps with published content, this tool doesn't get you there.

Strengths and limitations

Strengths:

• The language-association graph is a unique analytical angle no major competitor replicates
• Low friction: Google sign-in, project history preserved through the migration
• Useful competitive positioning artifact for audits and client presentations
• Backed by Dejan Marketing, a long-established SEO agency with real technical credibility

Limitations:

• Monitoring-only, with no optimization loop: no content gap analysis, no content generation, no CMS publishing
• No AI crawler logs, no traffic attribution, no prompt volumes or difficulty scores
• No Reddit, YouTube, or ChatGPT Shopping tracking
• Opaque pricing after the migration to app.dejan.ai
• Experimental polish: sparse documentation, limited model coverage detail, and interpretation left entirely to the user

The bottom line

AI Rank Tracker is worth ten minutes of any SEO's time. The language-association graph is a clever piece of thinking and a legitimately useful addition to a brand audit. As a free experiment, it was easy to recommend unconditionally.

As a paid platform competing for your AI visibility budget, the recommendation gets more conditional. The tool shows you how models associate your brand with entities, but it doesn't show you why you're visible or invisible, what traffic AI citations drive, or how to fix the gaps. For that end-to-end loop, from crawler logs and citation analytics through to automated content generation and CMS publishing, Promptwatch is the stronger choice. Use AI Rank Tracker for the semantic read; run your actual GEO program somewhere built for it.

If you're comparing options in this category, the AI rank tracking tools directory at ai-rank-tools.com has a broader field of trackers worth a look.

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