Best AI Brand Monitoring Tools in 2026: 15 Platforms for Tracking What AI Says About Your Brand

Brand monitoring used to mean one question: who's talking about us, and where? In 2026 there's a second question stacked on top: what is ChatGPT telling a buyer about us right now, and is it even true? Most buyers evaluating this category are standing at the same fork. You either already pay for Brandwatch, Meltwater, Sprout Social, Brand24, Mention, or Talkwalker and want to know if it covers AI answers too, or you've never bought a listening tool and are trying to figure out whether a dedicated AEO tracker like Profound or Otterly.ai is the right first purchase.

The honest answer splits the field three ways. Meltwater's GenAI Lens, Brand24's AI Visibility add-on, and Talkwalker's LLM Insights are real extensions: the vendor built actual AI-answer tracking into a platform you may already run. Brandwatch, Sprout Social, and Mention talk about the AI-answer era in their marketing but haven't shipped a feature that tells you what ChatGPT says about you, so "just turn on the AI thing" isn't an option there yet, a gap our deeper look at AI tools for brand monitoring runs into from the listening side. And a dozen purpose-built tools, from Profound down to free checkers from HubSpot and Conductor, exist only to do this one job. This guide prices all of it, names which legacy vendors genuinely extended and which didn't, and evaluated every tool on a second test most roundups skip: does it tell you not just whether you're mentioned, but whether what's being said about you is accurate.

Key Facts

• AI chatbots state at least one false fact about 75% of brands that check more than 20 facts about themselves, and 9.2% of all AI-stated facts checked were false, across 32,556 facts and 1,704 brands, per Searchable's AI Brand Misinformation Report.
• 64% of B2B software buyers say they encounter inaccurate AI chatbot recommendations often or very often, and AI chatbots are now the number one source influencing buyer shortlists at 54%, ahead of review sites at 43%, per G2's 2026 AI Search Insight Report (1,076 B2B decision-makers, March 2026).
• On Gemini specifically, the overlap between the brands an AI mentions and the sources it actually cites can run as low as 30%, per Semrush's AI Visibility Index, cited in Forbes.
• Only about 12% of URLs cited in AI answers also rank in Google's top 10 for the same query, so strong traditional SEO rankings don't reliably predict AI citation, per Ahrefs.
• 81% of brands that integrated AI visibility tracking into an existing SEO workflow reported increased traffic or leads from AI platforms, versus 36% that managed the two separately, per Semrush.

Quick Comparison Table

Point Tracker or Platform Extension: The Decision This Guide Is Actually About

If you've never tracked a mention in your life, the decision is simple: pick a cheap AEO point tracker, run it for a month, and see if the category is worth more budget. Best AEO Tools in 2026 ranks and prices twelve of those trackers (this guide adds the legacy listening platforms and the accuracy test), and how to measure AI visibility shows the free version of the same check. The harder decision belongs to the much larger group of buyers who already pay for a listening platform and are wondering whether this is a new line item or a toggle they haven't found yet.

The answer depends entirely on which vendor you're on, and the three-way split below is the single most useful thing in this guide:

There's a fourth category worth naming so you don't confuse it with any of the above: paid citation placement services. Noble and Anchorial don't monitor anything, they sell you placement on third-party pages an AI model might cite. That's a media-buying decision, not a software purchase, and ranking it against a SaaS tracker would be comparing two different jobs. This guide doesn't rank either one.

If you're on Meltwater, Brand24, or Talkwalker already, start with your account team before buying anything new: in all three cases, extending an existing contract is cheaper and faster than standing up a second vendor relationship. If you're on Brandwatch, Sprout Social, or Mention, don't wait for the feature. None of the three has announced a shipping date for real AI-answer tracking as of this writing, and the gap between "we're thinking about the Answer Engine era" and a working dashboard has already run most of a year for at least one of them.

Presence Isn't the Same as Accuracy

Here's the test most AI visibility coverage skips: being mentioned by ChatGPT isn't the same as being described correctly by it. Searchable's review of 32,556 AI-stated facts across 1,704 brands found 9.2% were false, and three in four brands that checked at least 20 facts found at least one falsehood about themselves. Pricing errors were the single most common category, at 13.5%, followed by funding and financials at 10.9%. A dashboard that only counts mentions can't catch any of that. It would show you're "visible" the same week an AI assistant quotes a wrong price to a prospect. Counting mentions and verifying linked citations are also different measurements, which is the subject of Best LLM Citation Tracking Tools in 2026.

Several vendors have built directly for this. Profound ships a FactCheck Agent that, in the company's own words, traces an inaccurate claim back to the publisher repeating it, drafts a personalized correction, and tracks which ones actually get updated, a genuinely different job than a visibility dashboard and the clearest evidence of its pivot toward what it now calls an "AI Marketer." Goodie's Brand Command feature is built around the same idea in plainer language: "know when AI gets your brand wrong, before your customers do." Rankscale advertises sentiment analysis as a named feature ("deeply analyze the tone and sentiment inside AI answers"), AthenaHQ calls it "real-time brand sentiment intelligence" on its Starter tier and up, and HubSpot's AEO product scores sentiment on a -100 to +100 scale alongside its visibility and share-of-voice metrics. Otterly.ai, by contrast, doesn't surface sentiment anywhere in its pricing or marketing pages, which tells you its pitch is volume and coverage at a low price, not narrative depth, and that's a legitimate choice if accuracy risk isn't your most urgent problem yet.

The legacy vendors that genuinely extended into this space lean on the accuracy angle even harder than some of the AEO-native tools. Meltwater's own description of GenAI Lens includes the ability to "spot inaccuracies or negative narratives early." Brand24's AI Visibility module tracks "how AI chatbots describe and associate your brand," not just whether they mention it. Talkwalker's LLM Insights is pitched around the ability to "identify AI-generated misinformation." That's a telling pattern: the vendors with the most PR and crisis-communications heritage built the misinformation-detection angle first, because they already had customers whose job is reputation risk, not just share of voice.

Treat that table as a starting checklist for a demo, not a final verdict. Vendor marketing pages describe the headline capability; whether the depth matches your use case is the thing a trial actually answers.

1. Profound: The Category Leader, Repositioned as an AI Marketer

Profound built the reputation this category still measures itself against, and in 2026 it changed what it's selling. The homepage headline is now "Meet your AI Marketer: Research, write, report, and collaborate with a superintelligent teammate who knows your brand," a clear step up from a tracking dashboard into an agentic product that researches, drafts, and now corrects. The FactCheck Agent is the feature that matters most for the accuracy angle this guide keeps coming back to: it traces a false claim to the publisher repeating it, drafts a correction, and tracks whether the correction actually lands.

The catch is pricing transparency. Profound's public pricing page offers a free trial and an Enterprise tier with no published rate; there's no base price and no self-serve paid tier at all as of this writing, though its agency toggle does list add-ons (a client workspace at +$399 a month, +5 trial workspaces at $199 a month). Budget for a sales conversation, not a checkout page. Profound states SOC 2 Type II on its own pages.

Pricing: Trial free, Enterprise custom.

Best for: Enterprise teams that want an AI-answer tool to actively fix a problem, not just report one.

2. Ahrefs Brand Radar: AI Data Next to the SEO Data You Already Pay For

Brand Radar's whole case is integration: it sits inside Ahrefs, so an AI mention shows up next to the same domain's backlink profile and branded search volume without stitching two tools together. It tracks seven engines, AI Overviews, Google AI Mode, Gemini, ChatGPT, Perplexity, Copilot, and Claude (specific enough to state that a Claude prompt consumes 8 checks per update), across a pool Ahrefs says tops 449 million monthly prompts. It does not cover Grok, and it doesn't surface a sentiment or tone score the way some competitors do.

Custom Prompts, the entry tier, starts at $50 a month and is included free on any paid Ahrefs Lite plan and above, though Lite itself only allows 5 tracked prompts, so a real evaluation usually needs Standard or higher. The AI Visibility Index, a separate product, runs $199 a month for 83 prompts a day and access across all platforms. Ahrefs also publishes an Enterprise price of $1,499 a month with an annual commitment. The currency is served by region with no visible switcher: we saw EUR 47 and EUR 179 on 2 October and GBP 40 and GBP 159 on 5 October, against the USD figures here, so name your own currency when you budget.

Pricing: Custom Prompts from $50/mo, AI Visibility Index $199/mo (USD; currency varies by region), on top of a paid Ahrefs base plan.

Best for: SEO teams already on Ahrefs who want AI visibility without a fourth login.

3. Semrush AI Visibility Toolkit: A Clean Bolt-On, With an Unresolved Trial Question

Semrush is now an Adobe company (the acquisition completed on 28 April 2026), and the toolkit is still sold under the Semrush name. Its answer plugs straight into the dashboard an SEO team already uses: $99 a month per domain for 25 tracked custom prompts with daily AI rankings, one domain for Brand Performance tracking, 300 reports a day, and mentions pulled from ChatGPT, Google AI, Gemini, and Perplexity (the pricing page's list), plus a site audit scored for AI readiness. More prompts are available at +50 for $60 a month, per Semrush's knowledge base. Additional users run from $45 a month on the pricing page, and there's a Lead Generation add-on at $90 a month for teams that want AI-sourced traffic tied to pipeline.

One honest flag: Semrush's own pages disagree on three things. The pricing page advertises "try Semrush free for seven days," but the knowledge base page for this specific toolkit states it does not offer a free trial. The pricing page prices extra users from $45, while the knowledge base says each extra teammate needs a $99 license. And the pricing page says the $99 is billed annually, while the knowledge base says "$99 per month." Both pages were read on 2026-10-02 and again on 2026-10-05. Don't assume either way; ask sales to confirm before you commit a card. The strength here is integration (same dashboard as the SEO data you already have); the limitation is that 25 tracked prompts at the base tier runs thin for a multi-product brand.

Pricing: $99/mo per domain (billed annually on the pricing page, "$99 per month" in the knowledge base).

Best for: Marketing teams already on Semrush who want AI tracking without adding a vendor.

4. HubSpot AEO: The Cheapest Real On-Ramp

HubSpot's free AEO Grader is a genuinely useful first look: a one-time, no-card-required scan across five dimensions (sentiment, presence quality, brand recognition, share of voice, and market position) using ChatGPT, Perplexity, and Gemini. The paid product turns that snapshot into ongoing tracking for $50 a month ($45 billed annually), covering 25 tracked prompts with the option to buy more, and it's included at no extra cost inside Marketing Hub Professional and Enterprise. Sentiment is scored on a -100 to +100 scale, and the product surfaces which domains and content types are showing up as citations, though it does not flag factual inaccuracies the way Profound or Goodie do. The main limitation is engine count: only ChatGPT, Gemini, and Perplexity, no Claude or AI Overviews.

Pricing: AEO Grader free; ongoing monitoring $50/mo ($45/mo annual).

Best for: Teams that have never checked AI visibility and want a free first look before budgeting anything.

5. Otterly.ai: The Cheapest Real Ongoing Plan

Otterly earned its place as the budget option that still delivers continuous tracking rather than a one-time check. Lite runs $29 a month ($25 annual) for 15 prompts across four core engines: ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot. Standard, the plan most buyers land on, is $189 a month ($160 annual) for 100 prompts and adds API access, an MCP server, and Agent Analytics. Premium scales to 400 prompts at $489 a month ($422 annual). Gemini, Claude, and Google AI Mode are not in the base four; they're add-ons running $9 to $439 a month depending on tier, which matters a lot if Gemini coverage is the whole reason you're buying. Sentiment scoring isn't surfaced anywhere in Otterly's pricing or marketing pages, which tells you its pitch is volume and coverage, not narrative depth.

Pricing: Lite $29/mo, Standard $189/mo, Premium $489/mo, roughly 15% less billed annually.

Best for: Budget-conscious teams that want real, continuous tracking without committing to an enterprise contract.

6. Peec AI: Built for Agencies, Priced Per Tier

Peec AI's four tiers, Starter, Pro, Advanced, and Enterprise, are designed around the agency workflow: unlimited users on every plan and centralized billing across client projects, which avoids the per-seat math that makes most tools expensive once you're tracking five or ten brands at once. Starter runs $95/mo (50 prompts, 3 models, 1 project), Pro $245/mo (150 prompts, 3 models, 2 projects), and Advanced $495/mo (350 prompts, 3 models, 5 projects, multi-country tracking, Looker Studio export). The first three tiers are self-serve; only Enterprise, which adds every model up to 13 LLMs plus API and SSO, routes to sales.

The honest limitation is where those models cap out: Starter, Pro, and Advanced each include 3 models you pick from ChatGPT, AI Mode, AI Overviews, Copilot, Gemini, and Naver AI (so Google AI Overviews is covered). Perplexity is a paid add-on and Claude is Enterprise-only on brand plans, but a fourth model does not force an Enterprise jump: extra models are add-ons at $35, $85, or $165 a month by tier. Peec AI also publishes agency pricing at $245, $495, and $795 a month. The pricing itself also renders client-side rather than in the page's static HTML, which is why some roundups built on a raw fetch still call it quote-only.

Pricing: Starter $95/mo, Pro $245/mo, Advanced $495/mo, Enterprise custom.

Best for: Agencies managing AI visibility across several client brands who want transparent self-serve pricing and unlimited users.

7. Scrunch: Enterprise GEO With an Action Layer, Now With Real Pricing

Scrunch pairs monitoring with an actual content-delivery layer: its Agent Experience Platform structures and serves content specifically for AI agents to retrieve, on top of prompt-level tracking across ChatGPT, Claude, Gemini, Perplexity, Google AI Mode and AI Overviews, and Meta. That's a genuinely broader engine list than most competitors here.

The notable change for 2026 is ownership and pricing. Scrunch is now owned by Sitecore, which announced the acquisition on 3 June 2026; Sitecore did not disclose terms, and Bloomberg reported about $225M, a figure neither company has confirmed. Scrunch also now publishes real self-serve pricing, which third-party roundups have been treating as "unverified" for months. As served from the US, Starter runs $250 a month billed annually ($300 month-to-month) for 3 user licenses, 350 custom prompts, 1,000 industry prompts, 3 personas, and 5 page audits. Growth is $417 a month annual ($500 month-to-month) for 5 licenses and roughly double the prompt allowance. A 7-day free trial of Starter needs no card. The page is not identical everywhere: in some regions it shows a single Core plan at $250 a month (125 prompts, 4 engines, 5 seats, 7-day trial) plus a custom Enterprise tier, and we could not tell region from an A/B test, so check your own. One more detail worth knowing before you link to this vendor: the domain changed from scrunchai.com to scrunch.com, and the old domain now redirects.

Pricing: Starter $250/mo (annual), Growth $417/mo (annual), Enterprise custom, as served from the US; a layout served in some regions showed Core $250/mo and Enterprise custom.

Best for: Enterprise teams that want monitoring and a content-fix layer in one product, at a price that's finally public.

8. Rankscale: The Lowest Floor Price, and It Names Sentiment Directly

Rankscale wins on raw affordability and breadth: Essentials starts at $20 a month and covers 17-plus AI platforms with no per-engine add-on fee, a genuinely different model from Otterly or Ahrefs charging extra per engine. It's credit-based, so your bill scales with prompt volume rather than a flat prompt cap, and unused credits carry forward through your subscription instead of expiring. There is still an effective per-engine cost, because credits are weighted by engine: ChatGPT, Perplexity, Gemini, and AI Mode cost 0.25 credits a check, DeepSeek 1, and Claude 2. Rankscale is also one of the few tools here that names sentiment as a core, explicit feature rather than an afterthought: the vendor describes it as the ability to "deeply analyze the tone and sentiment inside AI answers."

Pricing runs in clean USD steps: Essentials $20/mo ($17 annual), Pro $99/mo (1,200 credits, unlimited seats), Pro+ $229/mo (3,000 credits, adds the REST API), Growth $385/mo (5,500 credits, adds white-label, most popular), and Enterprise $780/mo (12,000 credits). Note that this is genuinely USD, not EUR, correcting a figure that circulated widely in third-party coverage earlier in 2026.

Pricing: Essentials $20/mo, Pro $99/mo, Pro+ $229/mo, Growth $385/mo, Enterprise $780/mo, credit-based.

Best for: Budget-sensitive teams that still want broad engine coverage and real sentiment analysis.

9. AthenaHQ: The Broadest Engine List, With a Real Free Tier

AthenaHQ's pitch is flexibility without per-seat penalties: unlimited seats on every plan and a credit system (1 credit per AI response tracked) that lets you spend budget across prompts and engines instead of a fixed prompt count. Essential is genuinely free, with a $25 credit grant covering 300 credits (its plans page does not state a monthly renewal) and unlimited team members. Starter, at $295 a month (monthly billing; annual is 17% cheaper), steps up to 3,600 credits and 11 tracked engines, the widest list in this guide: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, Claude, Copilot, Grok, DeepSeek, Meta AI, and Mistral. Both Starter and Enterprise include "real-time brand sentiment intelligence," and Enterprise adds Oracle discrepancy detection and the Athena Citation Engine, both aimed at the accuracy problem rather than raw mention counting.

Pricing: Essential free (300 credits), Starter $295/mo (monthly billing, 3,600 credits, 1 credit = 1 AI response), Enterprise custom.

Best for: Teams that want the broadest engine coverage, including Claude and Grok, without committing to Enterprise pricing.

10. Trakkr: Flat Pricing, No Credit Math

Trakkr's whole pitch is simplicity: every plan includes all 8 AI models with no per-model fees and no credit metering to learn. Growth runs $100 a month for 1 brand, 50 prompts, and 3 seats. Scale is $500 a month for 10 brands and unlimited seats, though the included allowance stays at 50 prompts per brand on both tiers. If a single brand needs more than 50 tracked prompts, Trakkr sells prompt packs (+50 for $39, +100 for $59, +200 for $99), and its agencies page lists extra brands at $50 a month each. Enterprise starts from $1,000 a month for unlimited brands and prompts. Trakkr calls its core metric "perception analysis," not sentiment analysis by name, worth confirming in a demo if sentiment scoring specifically is on your checklist.

Pricing: Growth $100/mo (1 brand), Scale $500/mo (10 brands), Enterprise from $1,000/mo.

Best for: Small teams that want flat, predictable pricing and don't want to learn a credit system.

11. Goodie: A Writer Built Into the Monitoring Loop

Goodie's differentiator is closing the loop between finding a gap and fixing it: every plan includes Prompt Research, Visibility Monitoring, Optimization Actions, and Analytics & Attribution, with an AEO Writer that drafts content from the gaps monitoring surfaces (teams building that step themselves instead of buying it bundled in can see our AI SEO content brief agent write-up). Its Brand Command feature targets the exact problem this guide keeps returning to, in the vendor's own words: "know when AI gets your brand wrong, before your customers do." Goodie counts enterprise names like Unilever and SteelSeries among its customers.

Goodie publishes its self-serve rates, which is worth saying because a good deal of third-party coverage still describes it as fully quote-only. On higoodie.com/pricing every headline figure is an annual-billing rate. The brand tiers are Core at $399 a month billed annually ($478.80 billed monthly, brand-level tracking only, with a 7-day free trial) and Pro at $999 a month billed annually ($1,198.80 monthly, with SKU-level tracking that is Pro and Enterprise only). Pro shows a price but its button reads "Get a demo," and Enterprise is demo-gated. There is also an agency Growth tier: a $275 a month base billed annually ($330 billed quarterly) plus client workspaces from $399 each. That puts Goodie at the expensive end of the self-serve field, roughly fourteen times Otterly's $29 entry tier even at the annual rate, which is the honest trade for having content production built in rather than handed to a separate team.

Pricing: Core $399/mo, Pro $999/mo, agency Growth $275/mo, all billed annually; Enterprise demo-gated.

Best for: Enterprise brands that want generated content fixes built into the monitoring workflow, not a separate step.

12. Conductor: An SEO Platform That Added AEO, Not a Native AEO Tool

Conductor belongs in this guide as what it honestly is: an established SEO platform (Essentials, Growth, Enterprise, none with published prices) that added AI tracking rather than a tool built for AI tracking from day one. Conductor Intelligence handles the AEO-plus-SEO reporting, metered in AI Search Credits, Conductor Creator drafts AI-optimized content (60 to 600 pieces a year depending on tier), and the platform monitors ChatGPT, Perplexity, Gemini, and Copilot. For a reader deciding between a $29-a-month point tool and an enterprise platform with no published price, that's the honest trade-off: broader platform, fewer dollars disclosed upfront.

Conductor's most useful asset for this guide's audience might be its free AI Visibility Analysis, a no-cost checker at its own free-tools page that scores a brand's presence in ChatGPT, Perplexity, and Gemini answers without a sales call.

Pricing: Essentials, Growth, Enterprise, not published; free AI Visibility Analysis available with no account.

Best for: SEO teams deciding whether AEO belongs bolted onto the platform they already run.

The Rest of the AEO-Native Field, Strengths and Limitations at a Glance

Legacy Monitoring Platforms That Actually Extended Into AI Answers

These three built something real. If you already pay for one of them, this is the cheapest and fastest path into AI-answer tracking you have.

13. Meltwater (GenAI Lens): The Broadest Engine Count of Any Tool Here

GenAI Lens is Meltwater's answer, and it tracks more platforms than anything else in this guide: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, DeepSeek, Llama, Claude, Gemini, and Grok, nine in total. It runs your custom prompts across those models every 24 to 48 hours and, per Meltwater's own description, lets you "spot inaccuracies or negative narratives early," directly on point for the accuracy problem this guide is built around.

It's sold as an add-on to the main Meltwater platform, not a standalone product, and no public price exists for it; Meltwater's own FAQ says to confirm with your account team. The base Meltwater platform itself is custom-quoted with no public price list; Vendr's anonymized contract data puts the median buyer at $25,800 a year, with a wide range from $5,375 to $56,993 depending on modules, seats, and geographic scope, based on 126 purchases.

Pricing: GenAI Lens is an add-on, price not published; base Meltwater custom, Vendr median $25,800/yr (range $5,375-$56,993/yr, n=126).

Best for: Existing Meltwater customers, especially PR and comms teams, who want AI-answer tracking without a new vendor relationship.

14. Brand24 (AI Visibility): The Clearest Priced Path From Legacy to AEO

Brand24's AI Visibility module, built on its Chatbeat engine, is the most transparently priced legacy-to-AEO extension in this guide. It's a flat $99-a-month add-on on top of an active paid Brand24 subscription, tracking brand mentions across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, Google AI Mode, DeepSeek, Grok, and Copilot, and reporting "share of voice and sentiment across AI responses," including how AI chatbots describe and associate your brand, not just whether they name it.

The add-on shows as available on Pro ($399/mo annual, $499 month-to-month) and Business ($599/mo annual, $699 month-to-month) tiers, and is bundled into Enterprise (from $1,499/mo annual). It is not available on the cheaper Individual ($199/mo annual) or Team ($299/mo annual) tiers, so budget for Pro and up, plus the $99 add-on, if AI visibility is the reason you're buying Brand24 specifically.

Pricing: AI Visibility add-on $99/mo on top of Pro $399/mo or Business $599/mo (annual billing).

Best for: Mid-market teams already running or considering Brand24 who want AI tracking without a second vendor contract.

15. Talkwalker (LLM Insights): Enterprise Listening, With AI Tracking Built In

Talkwalker's LLM Insights gives visibility into how a brand and its competitors appear across ChatGPT, Gemini, Claude, and Perplexity, and per Talkwalker's own description, lets a team "track sentiment trends, identify AI-generated misinformation, and optimize their presence." It's available two ways: inside Talkwalker directly, or as an add-on to Hootsuite Listening, since Hootsuite acquired Talkwalker and folded it into a module called Lumen. Neither path publishes a price for LLM Insights specifically.

The base platform is custom-quoted either way. Standalone Talkwalker's Vendr-reported contract data shows a median of $13,298 a year (range $12,260 to $15,860). Via Hootsuite, the relevant tiers are Standard $99/user/mo, Professional $199/user/mo, and Advanced $399/user/mo, all billed annually, with Enterprise custom; Hootsuite's own pricing page does not specify which tier unlocks LLM Insights, so confirm that detail before you buy expecting it. If you're comparing Hootsuite against its closest rival for the base listening platform itself, our Sprout Social vs Hootsuite comparison covers that decision separately from AI-answer tracking.

Pricing: LLM Insights not published; standalone Talkwalker Vendr median $13,298/yr (range $12,260-$15,860/yr); via Hootsuite, Standard $99/user/mo through Advanced $399/user/mo.

Best for: Enterprise comms teams that want AI-answer tracking inside the same tool they already use for broader listening.

Legacy Platforms Where the "AI" Feature Doesn't Track AI Answers

These three are worth naming plainly, because each one markets an AI feature that sounds like it might do this job and doesn't.

Brandwatch built Ask Iris, a GPT-powered chat layer that lets you ask plain-language questions about your own listening data and get an instant summary. That's useful, but it analyzes data Brandwatch already collected from the open web; it does not run your prompts against ChatGPT or Gemini and report what they say. Brandwatch has no public pricing; Vendr's contract data (40 purchases) puts the median buyer at $50,000 a year, ranging from $19,542 to $81,200.

Sprout Social announced "Answer Engine era" solutions in February 2026, including Recruit, a creator-partnership landing page builder, and an expanded Reddit partnership aimed at getting brands cited more often in AI answers. Notably absent from that announcement, or anywhere else on Sprout's site, is a feature that tells you what an AI engine currently says about your brand. Its Trellis AI agent queries your existing listening data, and its ChatGPT integration only pulls TikTok publishing analytics into a chat window. Base pricing runs Essentials $79/mo, Standard $199/mo, Professional $299/mo, and Advanced $399/mo, all annual per seat, with Social Listening available as an undisclosed-price add-on from Standard up (see our best social media management software roundup for how that scheduling-and-inbox side of Sprout stacks up against Hootsuite and Buffer).

Mention uses ChatGPT for exactly one thing: helping you write better Boolean search queries for its own alert builder. That's a real but narrow use of AI, and it is not AI-answer tracking. Pricing has narrowed sharply since mid-2025: the legacy self-serve tiers are gone, leaving a single Company Plan at $599 a month, billed yearly, capped at 50,000 mentions a month shared across all alerts.

Pricing One Real Scenario

Here's a single stated scenario, priced across every vendor that publishes enough to compute it: one brand, one user, tracked across ChatGPT, Gemini, Perplexity, and Google AI Overviews, at roughly 100 prompts a month.

This is a single illustrative scenario, not a recommendation; your real prompt volume and engine mix will move these numbers.

The spread is the finding here: a lean setup runs $99 to $295 a month at the AEO-native end, climbs to roughly $498 a month if your path runs through Brand24's Pro tier, and goes fully opaque at the enterprise end, where five of the fifteen ranked tools in this guide will not tell you a number until you've booked a call.

Stage and Sizing Fit

How to Choose: Decision Framework

Common Mistakes

What to Do Next

Figure out which of the three groups you're actually in before you request a single demo. If you already pay for Meltwater, Brand24, or Talkwalker, call your account team this week and ask directly whether GenAI Lens, AI Visibility, or LLM Insights is available on your current plan; that's a faster and cheaper path than evaluating a new vendor. If you're on Brandwatch, Sprout Social, or Mention, stop waiting for the feature and run a free check with HubSpot's AEO Grader or Conductor's AI Visibility Analysis instead, since neither of your current vendors tracks this today. And if you're starting from zero, run a two-week pilot on one cheap, real tool (Otterly.ai or Rankscale both work) before you pay for anything with a sales call attached. You'll learn your actual mention volume and, more importantly, whether what AI says about you is even true, and that's worth more than any feature comparison in this guide. If it turns out AI describes you badly or not at all, how to get cited in AI answers lays out the fixes that have evidence behind them, and it's worth reading before you pay for any optimization feature, since the two most-marketed tactics, llms.txt and schema markup, have little evidence of lifting citations. To see which vendors here do more than report, Best GEO Tools in 2026 sorts the same practice under its other name by whether software watches, diagnoses or acts. Once you know which gap you're actually closing, our broader AI marketing tools buyer's guide is a useful next stop for placing this purchase alongside the rest of your martech stack.