AEO Tools Showdown: How to Track Your Brand in AI Answers (Before Your Clients Fire You)
TL;DR
SEO professionals are facing a new client demand: Answer Engine Optimization (AEO) reports that show how brands appear inside AI-generated responses from tools like ChatGPT, Claude, and Perplexity. The problem? Most classic SEO platforms weren’t built for this. A frustrated discussion in the r/bigseo subreddit reveals the industry is scrambling to find reliable tools — and a whole new category of LLM visibility trackers has emerged to fill the gap. Free fallbacks like Google Analytics 4 and Google Search Console can help with basic AI traffic attribution, but dedicated AEO platforms like Athena, Peec, Profound, and others are positioning themselves as the real answer.
What the Sources Say
If you spend any time in SEO communities right now, you’ve probably seen this exact panic play out. A post on r/bigseo put it bluntly: “Clients demanding AEO reports but I got no good way to track LLM mentions, help. What AEO tools work?”
The post collected 49 comments and a modest-but-telling score of 15 — not viral, but deeply resonant. The upvotes and comment count signal this isn’t one frustrated freelancer. It’s a widespread gap hitting agencies and in-house teams alike.
The core problem is this: traditional SEO was built around Google’s search index. You ranked for keywords. You tracked impressions and clicks in Search Console. Life made sense. But now a growing share of users are skipping Google entirely and asking ChatGPT, Claude 4.5, Gemini 2.5, or Perplexity for recommendations. And those AI systems don’t have a “Search Console equivalent” that tells you when they mentioned your brand.
The consensus from the community: dedicated AEO tracking tools exist, but the space is fragmented and early-stage. There’s no single dominant platform the way Semrush or Ahrefs dominate traditional SEO. And pricing is largely opaque — almost none of these newer tools publish their rates openly.
Where there’s some disagreement: whether to invest in a purpose-built AEO tool now, or cobble together a workflow using free tools (Google Analytics 4 with UTM tracking, Google Search Console with regex filters for AI-driven queries) while the market matures. Both camps have valid points.
The AEO Tool Landscape: What’s Out There
The market has split into roughly three camps: dedicated LLM visibility trackers, hybrid SEO+AEO platforms, and free DIY solutions.
Dedicated LLM Visibility Trackers
These tools exist specifically to answer: “Does my brand show up when someone asks an AI about my category?”
- Athena (athena.so) — Positions itself as a KI visibility and AEO tracking tool focused on brand mentions inside LLM outputs. No public pricing.
- Peec (peec.ai) — An AEO platform that monitors brand mentions across AI-generated answers. No public pricing.
- Profound (getprofound.com) — Focused on measuring brand presence and visibility inside LLM responses specifically. No public pricing.
- Scrunch (scrunch.com) — Tracks brand mentions and citations across AI models. No public pricing.
- Waikay (waikay.com) — LLM visibility tracker for brand mentions in AI answers. No public pricing.
- RankScale (rankscale.io) — SEO and AEO hybrid that measures visibility in both traditional search and AI models. No public pricing.
Hybrid SEO + AEO Platforms
These are tools you might already be paying for that are adding AEO capabilities — or that can be used creatively for LLM tracking.
- Semrush (semrush.com) — The all-in-one SEO and marketing platform has reporting features relevant to agencies managing AEO alongside traditional SEO. No specific LLM tracking pricing published.
- Ahrefs (ahrefs.com) — Primarily a web analytics and SEO platform for traffic source analysis, with growing interest in AI traffic attribution.
- Wincher (wincher.com) — A keyword ranking tool that’s adding LLM visibility tracking features.
- BrandMentions (brandmentions.com) — Monitors brand mentions across the web and in AI-generated content.
- Looker (looker.com) — Google’s BI platform for building custom data dashboards; useful if you want to aggregate AEO data from multiple sources into one report.
Free DIY Solutions
- Google Analytics 4 (analytics.google.com) — Free. GA4 can help attribute traffic from AI-referral sources if you set up custom segments correctly.
- Google Search Console (search.google.com/search-console) — Free. Using regex filters, you can start identifying queries that suggest AI-assisted search behavior.
Pricing & Alternatives
| Tool | Type | Pricing | Best For |
|---|---|---|---|
| Athena | Dedicated AEO | Not published | LLM brand tracking |
| Peec | Dedicated AEO | Not published | AI answer monitoring |
| Profound | Dedicated AEO | Not published | LLM brand presence |
| Scrunch | Dedicated AEO | Not published | AI citation tracking |
| Waikay | Dedicated AEO | Not published | LLM visibility |
| RankScale | Hybrid SEO+AEO | Not published | Cross-channel visibility |
| Semrush | Hybrid SEO | Not published | Agency reporting |
| Ahrefs | Hybrid SEO | Not published | Traffic analysis |
| Wincher | Hybrid SEO | Not published | Keyword + LLM rank |
| BrandMentions | Brand monitoring | Not published | Web + AI mentions |
| Looker | BI/dashboards | Not published | Custom reporting |
| Google Analytics 4 | Web analytics | Free | Traffic attribution |
| Google Search Console | Search data | Free | AI-query identification |
The honest reality: pricing opacity is itself a signal that this market is still figuring itself out. Most of these tools are in growth-stage pricing conversations, not standard SaaS tiers. Expect demos, custom quotes, and annual contracts — at least for now.
The Bottom Line: Who Should Care?
SEO agency owners and account managers are the most immediately affected. If clients are asking about their ChatGPT and Perplexity presence — and increasingly, they are — you need something to put in a report. Even a rough GA4 segment showing AI referral traffic is better than shrugging.
In-house SEO and content teams at established brands should start tracking this proactively, before leadership asks. Being able to say “we appear in 68% of AI responses for our target queries” is a genuinely powerful metric — if you can back it up with data.
Freelance SEOs working with smaller budgets probably aren’t ready to invest in a paid AEO platform without published pricing. The free route (GA4 + Search Console with clever filtering) is a reasonable starting point to build baseline data and justify future spend.
What nobody should do is ignore this entirely. The r/bigseo thread isn’t a niche concern — it represents a structural shift in how people find information. Search engines are no longer the only gatekeepers. AI models are becoming recommendation engines, and your brand either shows up in their answers or it doesn’t.
The tools are still maturing. The measurement standards aren’t locked in. But the agencies and marketers who start building AEO reporting workflows now — even imperfect ones — will have a head start when clients make this a standard deliverable. And based on that Reddit thread, some of those clients are already asking.