Key takeaways
- Most "AI visibility tools" only answer one question, was my brand mentioned, while a smaller group also tells you why you're invisible and helps fix it (crawler logs, content gap analysis, automated publishing).
- Pricing is a mess right now. Entry tiers often track 1-3 engines; the real multi-engine price (ChatGPT, Gemini, AI Overviews, Perplexity, Claude, Copilot) is usually 2-4x the advertised "starting at" number once you add engines or seats.
- Citation behavior keeps shifting under everyone's feet. Reddit's share of ChatGPT citations fell from roughly 3.8% to 0.5% in a matter of days in August 2026, so a tool that only refreshes monthly will miss moves like that.
- Mid-authority domains (DR 46-75) earned almost half of all ChatGPT citations in August 2026, which means smaller brands have a real shot, but only if you're tracking the right content types and sources.
- Promptwatch is the platform we'd point most teams toward if you want monitoring plus an actual fix-it layer; Profound and Scrunch AI are reasonable enterprise picks, and Otterly.AI is the budget option if you just need basic tracking.
Why this category got crowded, fast
A year ago there were maybe five serious AI visibility tools. Now there are easily 50+, and a good chunk of them are repackaged keyword trackers with a "ChatGPT" column bolted on. I went through pricing pages, support docs, and third-party reviews for the platforms that keep coming up in 2026 shortlists, and the honest takeaway is that half of them do the same shallow thing: run a batch of prompts, count mentions, show you a chart. That's not useless, but it's not enough anymore either.
Here's the split that actually matters. One group of tools tells you whether you showed up. The other group tells you why you did or didn't, where AI engines found the content that got cited, what traffic that citation actually drove, and then hands you a way to go fix the gap, through content generation, CMS publishing, or a prioritized action list. The second group is smaller, and it's where the real value is in 2026.
What "AI visibility" even means now
If you're new to this: an AI visibility tool runs a set of prompts against ChatGPT, Gemini, Perplexity, Claude, Copilot, and Google's AI Overviews and AI Mode, then reports whether your brand shows up, how it's described, and which sources the engine cited to get there. The best tools also track your competitors on the same prompts, so you see share of voice, not just raw mentions.
The stakes are higher than they look. ChatGPT cites around 5 sources per web-search response, roughly half a classic Google results page, according to Promptwatch's analysis of average sources per response. Perplexity sits near 10 sources and barely moves day to day, while Copilot swings wildly, from under 2 to nearly 17 sources in a matter of weeks. Fewer citation slots means more competition for each one, and it means the engines behave differently enough that a tool only checking one of them is giving you a partial picture.
The shortlist
I'm not going to pretend there's one winner for every situation. Budget, team size, and whether you need to act on the data or just report it all change the answer. Here's how the realistic contenders stack up.
| Platform | Engines tracked (top tier) | Entry price | Acts on findings? | Best for |
|---|---|---|---|---|
| Promptwatch | 12+ incl. AI Mode, Claude Code | $95/mo (Essential) | Yes, content agents + CMS publish | Teams that want monitoring and execution in one place |
| Profound | Up to 9 | Free trial (3 engines); custom Enterprise | Credit-based AI Marketer agents | Enterprises with budget for custom pricing |
| Scrunch AI | 4 on Core, 9 on Enterprise | $250-300/mo | Limited | Mid-market brands needing multi-persona tracking |
| Peec AI | 3 per plan (add-ons extra) | ~$95/mo (Starter) | Recommendations only | European agencies, unlimited seats |
| Semrush AI Toolkit | Varies by add-on | ~$99/mo add-on + base plan | No | Teams already paying for Semrush |
| Otterly.AI | 4, with paid add-ons for others | $29/mo (Lite) | No | Tightest budgets, basic tracking only |
| Ahrefs Brand Radar | Up to 6-10 | $199/mo per engine or $50/mo custom | No | Ahrefs users willing to pay per engine |
A note on that Otterly.AI row: $29/mo gets you 15 prompts and basic audits, but if you want Claude and Gemini coverage added to the Standard plan, you're suddenly at roughly $357/mo. The headline price and the real price are two different numbers across most of this category, so read the fine print before you commit.
Promptwatch: monitoring plus the fix
Most of the tools in that table stop at the chart. They'll tell you Reddit mentions of your brand dropped, or that a competitor is winning more share of voice on comparison prompts, and then leave you to figure out what to do about it.
Promptwatch is built differently. It tracks ChatGPT, Gemini, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, Meta Llama, Google AI Overviews, Google AI Mode, and even AI coding assistants like Claude Code and OpenCode, 1,840+ brands and agencies use it, including Duolingo, Yelp, Typeform, and agencies like Monks and WPP. It's rated 4.7/5 on G2.
What actually separates it from the pack is the stuff that happens after the dashboard. Its Agent Analytics show you AI crawler logs in real time, which pages ChatGPTBot or PerplexityBot actually read, and whether they hit errors, which explains the "why" behind a visibility score instead of just reporting the number. Citation analytics go further than most tools by covering Reddit threads and YouTube videos specifically, two channels a lot of competitors ignore entirely even though they drive real citation volume. And when you find a gap, Content Agents can plan, write, and publish GEO-optimized content straight to Webflow, Framer, or WordPress on a schedule, or sit in a review inbox if you want a human to approve first.
Pricing starts at $95/mo for Essential (1 site, 50 prompts, all LLM tracking, API access), scales to $245/mo for Professional (crawler logs, automated content generation, shopping insights), and tops out at $579/mo for Business. Agency plans start at $199/mo with unlimited projects and prompts. That's meaningfully cheaper than Ahrefs Brand Radar's $828/mo minimum for six-engine coverage, and it comes with Reddit and YouTube tracking that Ahrefs doesn't offer at any price.
Profound and Scrunch AI: the enterprise picks
If you've got budget and need SOC 2, SSO, and unlimited seats, Profound is a reasonable call. The catch is that its public pricing only shows two tiers: a free 7-day trial limited to 50 prompts/day and three engines, or a custom Enterprise plan that unlocks the full nine engines. There's no visible middle tier, which means you're negotiating blind. Rankability pegs the industry average AI visibility tool at roughly $337/mo across 30+ platforms studied, so expect Profound's Enterprise number to land well above that.
Scrunch AI's Core plan is more transparent at $250-300/mo for 125 prompts and 4 tracked LLMs, but you only get the full nine-engine spread, query API, and CLI access on custom Enterprise pricing. It's a solid pick if multi-persona and multi-country tracking matter to you and you're prepared to upgrade once you outgrow Core.
Peec AI and Semrush: good fits if you're already committed elsewhere
Peec AI repriced in August 2026 to EUR-denominated, geo-priced annual billing: Starter at roughly $95/mo, Pro at $245/mo, Advanced at $495/mo. Every tier includes unlimited seats, which is unusual and genuinely useful for agencies, but each plan only tracks 3 chosen models by default; extra models cost extra depending on your tier.
Semrush's AI Toolkit is an add-on, not a standalone product, roughly $99/mo per domain stacked on top of an existing Semrush subscription that starts at $139.95/mo for Pro. One agency CMO quoted in a Rankability review put it bluntly: "I can't say this tool is worth $99/month." If you're already paying for Semrush and just want a quick AI visibility check layered on, fine. If you're starting from zero, there are cheaper, more focused options.
Otterly.AI: the budget option that's actually honest about it
Otterly.AI's Lite plan at $29/mo is genuinely the cheapest real entry point in this category, 15 tracked prompts and 1,000 GEO audits a month. It's a fine starting point if you just want a pulse check. Just budget for the add-ons: Claude coverage alone runs $29-$439/mo depending on your tier, and Google AI Mode / Gemini add-ons stack on top of that. The "Standard becomes $357/mo once you add Claude and Gemini" math is real, so don't base your decision on the $29 headline alone.
Ahrefs Brand Radar: powerful but pricey once you add it all up
Ahrefs took an unusual approach: you pay $199/mo per AI engine index, or up to $699/mo for six platforms bundled, on top of an active Ahrefs plan starting at $129/mo. Full six-engine coverage works out to roughly $828/mo minimum. During its beta period Brand Radar was free across all plans, but Ahrefs has signaled it's becoming a permanent paid add-on. EWR Digital's review also flagged "documented accuracy issues in its AI tracking modules and a lack of actionable optimization guidance" despite the price tag, worth knowing before you commit.
Things that will trip you up no matter which tool you pick
A few patterns showed up repeatedly in the research, and they apply regardless of which platform you choose.
Hallucinated citations happen. AI models occasionally cite URLs that don't exist or misattribute a quote to your brand. Treat any citation your tool flags as unverifiable as noise, not a win, and don't report it to a client as a real mention.
Brand-name collisions are common. If your brand name is also a common word, your mention count will include a lot of irrelevant noise. Look for a tool that supports negative qualifiers or brand disambiguation, and run a baseline week before you start measuring campaign impact.
Prompt sets go stale. A prompt list built six months ago stops reflecting how people actually ask. Review your tracked prompts quarterly, add real ones from customer interviews, and retire anything with zero signal after 90 days.
One-day swings are usually noise, not news. LLM outputs are probabilistic by nature. The same prompt can return a different answer twice in a row because of model temperature. Apply a 7-day rolling average to your headline visibility number instead of reacting to a single day's drop, that's how you avoid a panicked client call over what turns out to be model variance.
No tool perfectly mirrors what a real user sees. Visibility tools typically query through clean API calls or fresh sessions, not a real user's personalized chat history. That's a structural gap every platform on this list shares, Promptwatch included, though real UI monitoring (checking the actual ChatGPT and Perplexity interfaces rather than just API responses) narrows that gap considerably compared to API-only tools.
What the citation data says about where to focus
A few numbers from Promptwatch's ongoing citation research are worth building your content plan around, regardless of which tracking tool you end up using.
Product pages led ChatGPT citations in August 2026 at roughly 29%, but how-to content more than doubled over the month, from 4.3% to 9.1%, landing it on par with listicles. Documentation citations jumped from 3.3% to 8.2% in the same period. If your content mix is still mostly product pages and nothing else, you're missing where the growth is happening.
Social platforms behave very differently by engine. ChatGPT is what Promptwatch calls a "Reddit specialist," with 5.19% of citations pointing to Reddit, more than 20 times its next social source. AI Overviews and Grok lean toward YouTube instead, at 4.08% and 4.85% respectively. X barely registers anywhere, never exceeding 0.25% of citations on any tracked engine. If you're spending time on X for AI visibility purposes in 2026, that time is probably better spent elsewhere.
And Reddit's ChatGPT citation share didn't drift down gradually, it collapsed from 3.8% to under 1% in a single week in mid-August 2026, the same week ChatGPT changed how it generates search queries (the site: operator rollout). That kind of sudden shift is exactly why a tool with daily refresh and real crawler-log visibility beats one that updates monthly.
How to actually pick one
If you're still deciding, here's the short version. If you want one platform that monitors and also fixes gaps through automated content and CMS publishing, Promptwatch is the strongest fit at its price point, and it's the one we point most teams toward given the Reddit/YouTube coverage and crawler-log data most competitors skip entirely. If you need enterprise compliance features and have a negotiated budget, talk to Profound or Scrunch AI. If you're an agency juggling multiple client accounts with unlimited seats, Peec AI's pricing structure is friendlier than most. And if you genuinely just want a cheap sanity check with no frills, Otterly.AI's Lite plan will do that job without pretending to be more than it is.
For a broader look at the category, including tools we didn't cover in depth here, the GEO software directory at bestgeosoftware.com is worth a browse before you commit to an annual contract.
If you'd rather hand the whole AI-search strategy to someone else instead of running the tool yourself, that's a service question rather than a software one. 1001 SEO Media runs GEO and AI search visibility work for clients using this same category of tooling, including Promptwatch, and can set up the tracking, interpret what it's telling you, and actually produce the content fixes, rather than leaving you with a dashboard and a to-do list you never get to.