Best AI Search Visibility Tools in 2026: What Actually Separates Them

Surfer now bundles AI-answer tracking into its $99 content plan, while Bluefish still will not print a single price.

That gap is the whole category. Some tools sold as "AI search visibility" were built only to measure whether an AI assistant names a brand. Others are SEO suites that added a tracker later, and a third group sells tracking only inside an enterprise contract.

A marketing lead asked "do we show up in AI answers" is choosing between those groups, not between logos. Pick the wrong group and the team pays twice for one measurement. This guide sorts them by the four things buyers compare: prompts tracked, ease of use, competitor reporting and price.

What changed since 13 August 2026

We re-checked every vendor page in this guide on 19 October 2026. The lineup moved more than the prices did. A lot more.

• Added: Peec AI, OtterlyAI, Profound, Bluefish, Ahrefs Brand Radar and the AI Visibility plan from Semrush. Buyers now compare these head to head, and none were in the August version.
• Moved: Surfer now includes tracking from its Standard plan, so the old advice to treat it as a paid extra is out of date.
• Moved: Palmata dropped its $600 Growth plan for custom quotes, and its free report now asks for a business email.
• Moved: Writesonic keeps its full Action Center for Enterprise; Growth gets a trial of it.
• Cut: MarketMuse left the shortlist. Its paid plans went quote-only after the Siteimprove deal, and it still does not sell answer-engine tracking.

How to choose before you compare prices

Buyers researching this category ask the same four things: how many prompts a tool tracks, how easy it is to run, which competitors it reports against, and what it costs. Answer them in that order, then look at the extras.

1. Prompts tracked. A prompt is one customer question the tool re-asks on a schedule. Ten prompts shows whether you appear at all; 100 or more starts to show a trend.
2. Engines on the plan you would buy. Homepages list nine engines. Entry plans often cover three.
3. Refresh rate. Daily runs catch a model update the week it lands. CiteLens scans its paid plans weekly, twice; the two leading trackers run daily.
4. Competitor reporting. Share of voice against named rivals is the number leadership asks for second, right after "are we there".
5. Setup effort. Some tools need only a domain. Others want server logs, a sales call or a strategist.

Two questions sit under all five. Are you proving a number to someone, or trying to write better content? And can you buy the tool today, or does it need a contract you do not hold?

How many prompts you need before you buy

Fewer than you think. Start from your own sales calls, not a keyword list. Write down the questions a buyer types before they contact you: "best tool for X", "X vs Y", "is X worth it", "X for small teams". Most companies land between 20 and 60 real questions once duplicates are merged.

That number decides the plan. Not the brand name, not the demo, not the logo wall on the homepage: the count of real questions you need answered every week. A team with 15 questions can live on an entry tier. A team with 200 needs a mid tier, or it ends up sampling and missing the questions that matter. Add five or six prompts about your rivals by name, because that is where share of voice comes from.

One more rule, and it is the one most teams break in the first month because the dashboard makes editing prompts feel free: keep the set stable for at least four weeks. A tracker is only useful as a trend line, and changing half the prompts every week resets the trend each time.

What "Agent Analytics" means in these searches

Many buyer searches pair "agent analytics" with AI visibility products. From the vendors' own pages, it is a feature name, not a separate company. Profound's Agent Analytics reads server logs, not a script tag, to show which AI crawlers visit a site and to tell real bots from spoofed ones. OtterlyAI sells a feature with the same name from its Standard plan, with 200,000 events a month, and 1 million on Premium. Treat it as a checkbox: does the tool show AI crawler traffic, or only answers?

The shortlist: dedicated trackers you can buy today

These tools do one job. They run your customer questions through several AI engines, record what comes back and report whether you were named, which sources the answer leaned on and how often a rival appeared in the same reply. Nothing else.

Peec AI is the tracker most often named in this space, and it needs no sales call. It is a Berlin company founded in the Antler Winter 2024 cohort. Every plan has unlimited users and daily runs and covers three models you choose, while a fourth model costs extra each month, which is the main thing to price before signing because most teams end up wanting at least four. It drives each assistant's public web interface rather than an API, so results mirror what a logged-out customer sees. That matters.

OtterlyAI is the cheapest serious entry. Its Lite plan covers 15 prompts across ChatGPT, Google AI Overviews, Perplexity and Copilot. Standard adds an API, MCP access and Agent Analytics, but Gemini, Claude and Google AI Mode stay paid add-ons on every plan, so a team that needs all seven engines should price the add-ons before it prices the base plan. The vendor says 40,000 marketers used it as of August 2026. Unaudited.

CiteLens still has the most useful free plan: ten prompts, 100 engine calls and three engines at no cost. The top plan reaches 600 prompts across five engines. The catch is cadence. Weekly. Paid plans scan weekly, not daily, so a sudden drop shows up a few days late.

Two more trackers: an audit tool and an enterprise pick

SeaOcean is a site audit first and a tracker second. Its free scan runs 100+ checks in about 40 seconds and reads visibility across six assistants, including Claude and Grok. Share of voice and a GEO score sit on the top plan, which costs $29 a month.

Profound is the enterprise pick in this group. Its only public brand plan is a one-week trial with 50 prompts on three engines. Enterprise is quoted and covers up to nine engines, including Microsoft Copilot and Google AI Mode. Expect setup work. Real setup work: Agent Analytics needs logs forwarded from your CDN, which usually means a ticket to whoever runs it.

Quote-only platforms for large brands

Bluefish sells AI visibility as a managed channel, with strategists attached. It was founded in 2024, has raised $68 million, and lists several global consumer brands as customers. The platform comes in three suites: Monitoring, Optimization and Measurement. There is no price. None. The pricing URL returned a 404 on 19 October and every button reads "Request a demo".

The one cost figure is a Forrester Total Economic Impact study that Bluefish paid for. It modelled a company with $35 billion in revenue rolling the platform out across 20 brands, at $2.9 million in total costs over three years. That is a model, not a quote, built on assumptions Forrester itself tells readers to replace with their own numbers before relying on any of it. Ask for prompt volume, engine list and refresh rate in writing during the demo, because none are published.

Palmata, from Contentful, now prices every paid plan by quote. Credits cost $10 each: a Basic report uses 30 and an Advanced report 60. Its free sample report survives, but it now needs a business email. What money buys is "why" rather than "whether": the research explains how two major assistants describe a company, not only whether they name it. For how it differs from a pure tracker, see CiteLens compared with Palmata.

Trackers inside an SEO suite you may already pay for

If the team already holds one of these logins, the cheapest tracker is the one you have.

Ahrefs Brand Radar is the strongest competitor report in this list. It samples prompts across seven assistants, then reports mentions, citations, share of voice and sentiment against rivals you add. It is sold on its own. Prompt packs cost extra. The wider Ahrefs suite is a separate subscription.

Semrush sells AI Visibility Base per domain, paid annually, with 25 custom prompts tracked daily and AI competitor analysis. Its combined SEO and AI Search plans start at 50 prompts. The free plan includes some AI visibility reports with no card.

Surfer changed the most, and the change runs in the buyer's favour. Its Standard content plan now tracks 25 prompts weekly, and the higher plans track 50 and then 100 prompts daily. The standalone analytics product covers 50 prompts daily for teams that do not want the editor.

Writesonic tracks three engines on every self-serve plan. Starter covers 50 prompts and Growth covers 200, yet only Enterprise tracks all nine platforms and unlocks the full Action Center that turns gaps into briefs, which is the feature most of its own marketing talks about.

NEURONwriter and Clearscope also fold monitoring into content plans. NEURONwriter starts at $19 a month billed yearly; Clearscope starts at $129 with a 14-day trial and no free tier.

Two tools you cannot buy on their own

AI Search Lift, from the ad-measurement firm DISQO, launched on 17 June 2026 after a beta from late 2025 across five categories: automotive, insurance, beauty, packaged goods and travel. It asks a question no tracker asks: did the advertising change what people did after an AI answer? The company says it is available to existing customers. There is no signup page. No price either.

Sprinklr LLM Insights ships only inside a wider Insights contract. Sprinklr ended self-serve on 30 April 2026. Chatarmin, citing Vendr data, puts entry enterprise contracts at about $50,000 a year and the median near $129,000.

What it costs at each budget

The plan ladders for the self-serve trackers, as listed on 19 October 2026 with monthly billing:

Two prices hide in the small print. Peec AI charges $30 to $140 a month for each model past three, and annual billing takes about 15% off.

OtterlyAI charges $99 for each extra 100 prompts on Standard and Premium. Read that twice. It adds up. On a team tracking 300 prompts, the add-ons can cost more than the plan underneath them.

The cheapest useful setup for most teams is a free CiteLens account this week, then a paid daily tracker if the number looks small. If the right pick still depends on budget, team size and workflow, answer a few questions and get a shortlist matched to your use.

How to run a 30-day test before you commit

Most of these vendors offer a trial or a free tier, so the cheapest research is a short, fair test. It takes about an hour to set up and four weeks to read.

1. Write 20 prompts. Use real buyer questions, plus five that name a rival. Same wording everywhere.
2. Run two tools side by side. One free tier and one paid trial is enough, as long as both run the same prompts on the same engines for the same four weeks, because any difference in setup turns the comparison into noise.
3. Check the raw answers, not just the score. Open ten answers by hand in week one. If the tool says you were cited and the answer does not show it, stop the test there.
4. Read the trend in week four. A useful tool shows movement after you publish or update a page. A flat line across 30 days usually means the prompt set is wrong, not the tool.
5. Price the plan you would really need. Count prompts, engines and seats at full size, then add any per-model or per-prompt fees before comparing.

Data, security and compliance

Most self-serve trackers never touch your site. They query public AI assistants from their own servers, store the answers, and show you a chart, so the only data you hand over is a domain, a list of prompts and the names of your rivals.

Two features change that. Agent Analytics reads your server logs, so a security review should cover what leaves your CDN. Bluefish and Profound both list SOC 2 Type II and SSO, and Writesonic lists SOC 2 Type II, HIPAA and GDPR on Enterprise. On OtterlyAI, single sign-on is held for Enterprise. Peec AI is a Berlin company, which tends to ease GDPR procurement in Europe.

Sponsor spot open

Who should skip this category for now

• Teams with no content plan. A tracker shows a gap; it does not close one. Without someone to write, a monthly report goes unread.
• Brands with tiny AI-answer traffic. Classic search still sends most visitors to most sites, so a brand that gets a few dozen AI-referred visits a month should run a free check, write down the number, and come back to this decision in a quarter rather than buying a plan now.
• Teams already inside a big SEO suite. Use the module you have before adding a second vendor and a second login.
• Buyers who only need a one-off check. A free audit or a single sample report answers that question for nothing.

What would change this verdict

The obvious objection is that AI answers still drive far less traffic than a normal results page, so a dedicated tracker may be premature. Fair. That is true for many sites today. It argues against overpaying. It does not argue against a free check this week, which costs nothing.

Two things would move the picks. If Bluefish publishes prompt volumes and a price, it can be compared on equal terms. And if Peec AI drops the per-model fee, its lead over OtterlyAI widens. Neither has happened yet.

For the engines themselves, see Best AI Search Engines in 2026, or browse every tracker in AI search and discovery. Watch the pricing pages each quarter, because in this category the plan you priced in spring can have a different prompt cap, a different engine list or no public price at all by autumn, and nobody emails existing customers about it. Four of them changed shape between August and October.

Frequently asked questions

What is Agent Analytics in AI visibility tools?

It is a feature name, not a separate product. Profound's Agent Analytics reads server logs to show which AI crawlers visit a site and to separate real bots from spoofed ones. OtterlyAI sells a feature with the same name from its $189 Standard plan.

Is there a free AI search visibility tool?

Yes. CiteLens tracks 10 prompts across three engines for $0 a month, SeaOcean runs a free audit with AI visibility checks, and Palmata offers a one-time sample report for a business email. Profound also has a one-week trial with 50 prompts.

How does Peec AI pricing compare with OtterlyAI?

OtterlyAI starts lower, at $29 a month for 15 prompts on four engines. Peec AI starts at $95 for 50 prompts on three models you choose, with unlimited users. Both run daily and charge extra for more engines.

How should a brand evaluate Bluefish?

Bluefish publishes no price, prompt volume or engine list, so ask for all three in writing during the demo. Its only public cost figure is a Forrester model that Bluefish commissioned, at $2.9 million over three years for a 20-brand company. It suits very large brands that want strategists attached.

Does Surfer include AI search tracking in its content plans?

Yes, as of October 2026. Surfer's Standard plan at $99 a month billed yearly tracks 25 prompts weekly, and Pro tracks 50 daily. AI Search Analytics is also sold alone at $82 a month billed yearly.

Covered in this guide

• OtterlyAI: AI search monitoring tool that tracks brand mentions and citations on four engines by default, with three more as paid add-ons.
• Peec AI: Daily AI search tracker scoring brand visibility, position and sentiment across ChatGPT, Gemini and Copilot; Peec lists 3,500+ brands and agencies.
• Profound: Enterprise AI search visibility platform that tracks brand mentions in up to nine answer engines and adds agents to act on the gaps.
• Ahrefs: Own-crawler SEO platform (AhrefsBot since 2013) covering backlinks, keywords, rank tracking and AI-answer visibility, with a free tier for verified sites.
• AI Search Lift: DISQO AI Search Lift measures whether advertising drives incremental brand mentions inside ChatGPT, Gemini and Perplexity, launched July 1, 2026.
• Bluefish: Enterprise platform that monitors a brand across major AI models, plans fixes and measures results. Quote-only pricing, SOC 2 Type II listed.
• CiteLens: CiteLens tracks brand and site citations across ChatGPT, Perplexity, Claude and Gemini, from a free-forever plan up to its top Agency tier.
• Claude: Claude is Anthropic's AI assistant, with a free tier, Pro, Max and Ultra personal plans, and Team and Enterprise seats. Opus access starts at Pro.
• Clearscope: Discover, create, and optimize content for Google and AI search
• MarketMuse: AI-powered content intelligence platform that tells you what to write and how much to rank higher where competitors are weak.
• Microsoft Copilot: Microsoft's AI assistant across Windows, Edge, Word, Excel, Outlook and Teams, from a free tier to per-seat work plans on OpenAI's latest GPT-5 models.
• NEURONwriter: AI-powered SEO content optimization platform combining semantic SEO with AI writing capabilities
• Palmata: Palmata is Contentful's AEO platform: a research agent that investigates why AI answer engines describe a brand as they do and recommends content changes, sold as a free one-time sample plus quote-only Enterprise.
• SeaOcean: SEO audit platform with 75+ checks plus AI Search Optimization (GEO) tools, LLM visibility tracking, and llms.txt generation. Rated 4.8/5, with a free plan available.
• Semrush: Adobe-owned SEO suite: keyword, backlink and rank data plus AI visibility tracking across 4 AI engines; a Free plan is available.
• Sprinklr LLM Insights: Sprinklr LLM Insights tracks brand visibility, sentiment and recommendations across ChatGPT, Gemini and Perplexity, built from real customer conversations, launched June 2026.
• Surfer: Boost visibility in Google, ChatGPT, and beyond with data-driven content optimization
• Writesonic: Track and grow your brand's presence in ChatGPT, Gemini, and Perplexity with Writesonic's GEO platform. No free plan; paid tiers only.

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