Best AI Visibility Tools for Enterprise (2026): Mentionova $799 + 9

The best AI visibility tool for most enterprise teams is Mentionova, at $799 a month billed annually for 2,500 agentic tasks, 250 tracked prompts and six answer engines: pick it if you want a published enterprise price and agents that draft the fix; skip it if your security review demands SSO and SOC 2 paperwork on the pricing page, where Profound, Scrunch or AthenaHQ list them. Enterprise buyers face a market where most vendors hide prices behind a demo. Of the ten tools below, only Mentionova, Goodie and Ahrefs publish a price at enterprise volume. Every price, limit and feature on this page comes from the vendor’s own pricing or product page, fetched November 2, 2026.

Prices from each vendor’s pricing page, fetched November 2, 2026. US prices in USD.

New to the category? Start with our best AI visibility tools guide; agencies should read AI visibility tools for agencies, and SaaS teams AI visibility tools for SaaS.

What makes an AI visibility tool enterprise-ready?

An enterprise AI visibility tool does the same core job as any tracker: it asks ChatGPT, Gemini, Perplexity, Google AI Overviews and other engines the questions your buyers ask, records whether your brand is mentioned or cited, and benchmarks you against competitors. What changes at enterprise scale is everything around that job:

1. Volume. Hundreds of prompts per product line, multiplied by markets and languages.
2. Coverage. Engines that matter in each market, including Microsoft Copilot, Google AI Mode and regional models such as Naver AI.
3. Governance. SSO, role-based access, audit logs and SOC 2 reports for procurement.
4. Multi-brand structure. Separate workspaces or projects per brand, region or business unit.
5. Action. Briefs, drafts, schema and technical fixes, because a share-of-voice chart alone does not move the answer.
6. Integration. API or MCP access so the data reaches BI tools and agents.

From each vendor’s pricing page, fetched November 2, 2026. A tool missing from a row may still offer the feature on request; it is not listed on the page we checked.

How did we rank these enterprise AI visibility tools?

We scored each tool on six criteria weighted for an enterprise buyer:

Our scoring weights. The facts behind each score come from the vendor pages listed under each tool, fetched November 2, 2026.

We used official vendor pages only, with no review sites, coupon pages or affiliate lists, and left out any claim we could not find on the vendor’s own site. Where a vendor lists a feature only under “custom”, we say so.

Mentionova

Mentionova is an AI visibility platform built around agents. Its Answer Engine Monitor tracks ChatGPT, Perplexity, Claude, Gemini, Google AI and Reddit, and its Content Engine turns the gaps into on-brand pages built to be cited. Nothing publishes until you approve it.

Best for

Enterprise marketing teams that want tracking and the content work in one contract, with a price they can put in a budget without a sales cycle.

What each plan includes

Source: mentionova.com/pricing, fetched November 2, 2026.

Agentic tasks run 100 a month on Starter, 500 on Scale and 2,500 on Enterprise. Every plan includes pages and AI traffic attribution, actionable opportunities with ready briefs, Workflows & Grids for pipelines and bulk content, Reddit engagement and integrations. Above the Enterprise plan, Mentionova lists a custom tier with “volume pricing, custom controls and onboarding” through sales. Groups that run several brands can use the agency plans instead: Growth is also $799 a month billed annually, with 2,500 agentic tasks, 200 prompts, six engines and 10 client workspaces.

Limits

Mentionova does not list Microsoft Copilot or Google AI Mode as separate engines. Its pricing page does not list SSO, SOC 2 or audit logs, so security teams should request them during the trial. It is not a log-file or site-monitoring product.

The pricing catch

Enterprise is $9,588 a year billed annually, or $11,988 if you pay monthly. That works out to about $3.20 a tracked prompt, higher than pure trackers, because most of the price buys the 2,500 agentic tasks rather than the tracking.

Who should skip it

Teams that only need a share-of-voice dashboard across a dozen engines, or whose procurement will not start a trial without a SOC 2 report in hand.

Why it is #1

It is the only tool here that publishes an enterprise price, tracks Reddit alongside five answer engines, and has agents draft the brief, page or Reddit reply that changes the answer. It starts with a free trial with no card, and there is no pixel, code or tag to install. Read the Mentionova review, Mentionova pricing and Mentionova vs Profound.

Profound

Profound is an enterprise AEO platform that pairs Answer Engine Insights (how your brand appears in AI platforms) with AI Marketer, a credit-based agent that builds and reuses workflows for your team.

Best for

Large brands that need many engines, SSO and SOC 2 in one contract, and want agents running on top of the data.

What each plan includes

Source: tryprofound.com/pricing, fetched November 2, 2026.

Enterprise covers ChatGPT, Perplexity, Google AI Mode, Gemini, Microsoft Copilot, DeepSeek, Anthropic Claude, Google AI Overviews and Exa Search, with custom languages and regions, ChatGPT Shopping, unlimited domains in Agent Analytics (with integrations for Akamai, AWS, Cloudflare, Fastly, Vercel and others), dedicated support, SSO/SAML and SOC 2 compliance.

Limits

The trial runs for 7 days on three engines with one language and one region, no history and no exports, so it shows the interface rather than a real benchmark.

The pricing catch

Every paid plan is custom, and AI Marketer runs on credits, so the total depends on how much agent work you run.

Who should skip it

Teams that need a price before a demo. See Profound alternatives and Mentionova vs Profound.

BrightEdge

BrightEdge is an enterprise SEO platform founded in 2007 by Jim Yu and Lemuel Park. Its 2,400 global customers include 57 of the Fortune 100, among them IKEA, Best Buy, Salesforce, Microsoft and Visa.

Best for

Fortune 500 SEO teams that want AI search tracking inside the platform they already use for classic search.

What it includes

Source: brightedge.com product pages, fetched November 2, 2026.

AI Catalyst covers ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Gemini, and labels sentiment as positive, neutral or negative with the reasoning. The Data Cube research engine has over 4 billion data points and 10 years of history. Agent Edge needs CDN access and two 30-minute sessions with your IT team, and BrightEdge says sites using it have seen agent traffic double or triple within weeks.

Limits

Five AI engines in AI Catalyst, with no Claude or Copilot tracking named on that page. BrightEdge is a suite, so most of the contract pays for classic SEO.

The pricing catch

The pricing page lists no prices. It describes a call, a live analysis across Google and AI search, and recommended actions.

Who should skip it

Teams that want AI visibility without an enterprise SEO suite. See BrightEdge alternatives.

Conductor

Conductor calls itself the enterprise platform for AI and search visibility. It combines AI search performance tracking, SEO reporting, a Writing Assistant and Conductor Monitoring.

Best for

Enterprise SEO teams that want AEO, content generation and 24/7 site monitoring in one platform.

What each plan includes

Source: conductor.com/pricing, fetched November 2, 2026. Essentials credits come from the plan comparison table.

Enterprise adds 600 Writing Assistant drafts a year, 125,000+ pages analyzed, 60,000+ tracked keywords, 75+ tracked competitors and 24/7 monitoring for sites of any size. Conductor’s engine chart tracks seven models, including Google AI Overviews, AI Mode, ChatGPT, Copilot, Gemini and Claude.

Limits

AI Search Credits are counted per year, and the Writing Assistant allowance is yearly too, so heavy months draw down the annual pool.

The pricing catch

No plan has a public price. Conductor describes a usage-based model “built around the value you get, not the seats you buy.”

Who should skip it

Teams that bought Conductor only for AEO. See Conductor alternatives.

Semrush Enterprise

Semrush sells AI visibility as a $99-a-month toolkit and as part of Semrush Enterprise, a custom plan for organizations managing multiple brands, regions and teams.

Best for

Enterprises that already run SEO in Semrush and want AI visibility, governance and support in the same account.

What each plan includes

Source: semrush.com/pricing/ai, fetched November 2, 2026.

Enterprise lists custom large-scale AI prompt tracking, daily or weekly frequency, multi-brand and multi-product AI visibility, AI automations and content workflows, forecasting and ROI attribution, multi-million-page crawling, custom integrations and API, SSO with team governance and audit logs, a dedicated account manager, and an enterprise SLA with 24/7 support.

Limits

The self-serve toolkit tracks 25 prompts on one domain across ChatGPT, Google AI, Gemini and Perplexity, far below enterprise volume.

The pricing catch

The toolkit is $1,188 a year per domain; multi-brand tracking moves you to a custom Enterprise quote.

Who should skip it

Teams not already on Semrush. See Semrush AI Visibility Toolkit alternatives and Mentionova vs Semrush.

Scrunch

Scrunch tracks AI visibility and runs site audits for AI agents, and its Enterprise plan adds AXP, an Agent Experience Platform.

Best for

Enterprises that want SSO, an API and an agent-facing version of their site.

What each plan includes

Source: scrunch.com/pricing, fetched November 2, 2026.

Core includes 5,000 responses a month, 5 site audits a month, 1 brand workspace and 5 user licenses across ChatGPT, Perplexity, Google AIO and Copilot. Enterprise adds Claude, Gemini, Meta AI, Google AI Mode and Grok, custom workspaces and licenses, complete site audits, API access and integrations, SSO (SAML, OIDC) and a dedicated account team.

Limits

Core has one persona, one language and five competitors, so global brands land on Enterprise.

The pricing catch

Core is $3,000 a year, about $2.00 a prompt; Enterprise is quoted.

Who should skip it

Teams that need content drafted, not audited. See Scrunch alternatives.

Goodie

Goodie is an AEO platform with agents, optimizations and AEO strategist support on every plan.

Best for

Brands that want the most model coverage and a strategist alongside the software.

What each plan includes

Source: higoodie.com/pricing, fetched November 2, 2026.

Pro adds MCP with 100 optimizations a month and SKU-level agentic commerce visibility. Enterprise adds complete revenue attribution, white-glove implementation, centralized multi-brand performance, MCP and API access, a dedicated AEO strategist and SOC 2 compliance. Every plan has unlimited seats.

Limits

Optimizations are capped per month: 50 on Core and 100 on Pro.

The pricing catch

Pro is $11,988 a year, about $4.00 a prompt, the highest published per-prompt price here.

Who should skip it

Teams that do not need strategist support. See Goodie alternatives.

AthenaHQ

AthenaHQ is a credit-based AI visibility platform where one credit equals one AI response.

Best for

Enterprises that want wide model coverage, SSO and an audit log on a credit model.

What each plan includes

Source: athenahq.ai/pricing, fetched November 2, 2026.

Starter covers ChatGPT, Perplexity, AI Overviews, AI Mode, Gemini, Claude, Copilot, Grok, DeepSeek, Meta AI and Mistral with unlimited topics, prompts and competitors. Enterprise adds a knowledge base with claim review, Oracle discrepancy detection, the Athena Citation Engine, SAML and OIDC SSO and an organization audit log. AthenaHQ lists SOC II certification.

Limits

API access and extra credits are paid add-ons billed on top of the plan.

The pricing catch

Starter is $3,540 a year, and credits burn per response, so more engines means fewer prompts.

Who should skip it

Teams that want a flat prompt allowance. See AthenaHQ alternatives.

Ahrefs Brand Radar

Ahrefs Brand Radar measures brand visibility across an index of 525 million prompts and adds custom prompt tracking on top.

Best for

Enterprise research teams that want market-wide AI visibility data on every competitor without setup.

What each plan includes

Source: ahrefs.com/brand-radar, fetched November 2, 2026.

The $699 tier includes 2,500+ checks a month, overage at $0.020 per check, all platforms including Claude and a custom refresh cadence. Ahrefs says Brand Radar is used by 3,000+ companies.

Limits

Claude consumes 8 checks per update, and Brand Radar measures rather than drafts.

The pricing catch

All-model tracking is $8,388 a year before the $2,388 index and the Ahrefs plan it sits on.

Who should skip it

Teams that want fixes, not data. See Ahrefs Brand Radar alternatives.

Peec AI

Peec AI is an AI search analytics tool with unlimited users on every plan.

Best for

Global marketing teams that need many seats and many markets.

What each plan includes

Source: peec.ai/pricing, fetched November 2, 2026.

Paid plans let you choose 3 models; Advanced adds multi-country tracking and a Looker Studio integration. Enterprise adds all models (up to 13 LLMs), daily or weekly tracking, custom prompt setup, API access and single sign-on.

Limits

Three models on every self-serve plan.

The pricing catch

Advanced is $5,940 a year, about $1.41 a prompt, but more than three models needs Enterprise.

Who should skip it

Teams that want content help. See Peec AI alternatives.

How to choose an enterprise AI visibility tool

Start with the engines your buyers use

Copilot matters for Microsoft 365 workplaces; our Bing statistics show how large that surface is. Claude and Perplexity matter for technical buyers. Regional engines matter in Korea or China.

Pass security review before the pilot

List SSO, audit logs and SOC 2 as gates. Profound, Scrunch, AthenaHQ, Semrush and Peec AI list SSO on their pricing pages; ask the others in writing.

Price per prompt, then per outcome

Divide the plan price by tracked prompts, then ask how many briefs, drafts or fixes the plan includes. A cheaper tracker can cost more once your team writes every fix by hand.

Run a side-by-side trial

Use the same 50 to 100 non-branded prompts in two tools for two weeks and compare share of voice per engine and the sources cited.

Enterprise AI visibility tools by use case

Our picks from each vendor’s pricing page, fetched November 2, 2026.

Enterprise AI visibility pricing compared

Our arithmetic from each vendor’s listed price and prompt allowance, November 2, 2026. Profound, BrightEdge, Conductor and the custom Enterprise tiers are left out because they publish no price.

Which should you choose?

Choose Mentionova if you want a published enterprise price, six engines including Reddit and agents that draft the fixes. Choose Profound if security review and engine count come first, BrightEdge or Conductor if AI visibility must live inside your enterprise SEO suite, and Semrush Enterprise if your team already runs on Semrush. Choose Goodie for the most models with a strategist, Ahrefs Brand Radar for market research, and Peec AI for unlimited seats.

More in this cluster: AI share of voice tools, LLM brand monitoring tools, AI citation tracking tools and our AI search statistics.

Frequently asked questions

What is the best AI visibility tool for enterprise?

Mentionova. Its Enterprise plan is published at $799 a month billed annually ($999 monthly) with 2,500 agentic tasks, 250 tracked prompts and six answer engines, and a custom tier adds volume pricing, custom controls and onboarding. Its agents also draft the briefs, pages and Reddit replies that close a visibility gap, which most enterprise suites leave to your team.

How much does enterprise AI visibility software cost?

Of the ten tools here, only a few publish an enterprise-grade price. Mentionova Enterprise is $799 a month billed annually, Goodie Pro is $999 a month and Ahrefs lists $699 a month for prompt tracking on all models. Profound, BrightEdge, Conductor, Semrush Enterprise, Scrunch Enterprise, AthenaHQ Enterprise, Peec AI Enterprise and Goodie Enterprise are quoted by sales.

Which enterprise AI visibility tools offer SSO?

Profound lists SSO/SAML with SOC 2 compliance, Scrunch Enterprise lists SSO (SAML, OIDC), AthenaHQ Enterprise lists SAML and OIDC SSO with an organization audit log, Semrush Enterprise lists SSO, team governance and audit logs, and Peec AI Enterprise lists single sign-on. Mentionova's pricing page does not list SSO, so ask during the trial if it is a requirement.

Which tools track the most AI engines?

Goodie Enterprise tracks up to 14 models, Peec AI Enterprise up to 13 LLMs, AthenaHQ Starter 11 models, and Profound Enterprise and Scrunch Enterprise 9 each. Conductor names seven models. Mentionova tracks six on Scale and Enterprise, including Reddit, which most rivals do not list.

Is BrightEdge good for AI visibility?

BrightEdge is a full enterprise SEO platform with AI features added. AI Catalyst tracks mentions and citations across ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Gemini with sentiment, and Agent Edge serves AI-optimized content to verified agents through your CDN. Its pricing page lists no prices; you book a call.

Does Profound publish its enterprise price?

No. Profound's pricing page shows a free trial (50 prompts run daily for 7 days on ChatGPT, Gemini and Google AI Overviews) and a custom Enterprise plan with a tailored prompt plan, up to 9 answer engines, dedicated support, SSO/SAML and SOC 2 compliance.

Can enterprise teams use Semrush for AI visibility?

Yes. Semrush AI Visibility starts at $99 a month per domain billed annually with 25 custom prompts tracked daily. Semrush Enterprise is custom-priced and adds unlimited projects, custom large-scale prompt tracking, multi-brand visibility, SSO, audit logs, a dedicated account manager and an enterprise SLA with 24/7 support.

What should an enterprise AI visibility RFP include?

Ask for the engines tracked per plan, the number of prompts and how often each runs, languages and regions, the number of brands or workspaces, seats, SSO and audit logs, SOC 2 status, API or MCP access, and the price per prompt or per credit in writing. Then run a two-week side-by-side trial on the same 50 to 100 prompts.

How many prompts does an enterprise need to track?

Most enterprise programs start with 100 to 250 non-branded buying questions per product line, then add markets and languages. Mentionova Enterprise covers 250 prompts, Goodie Pro 250, Peec AI Advanced 350, and Ahrefs Enterprise prompt tracking starts at 83 prompts a day across every platform.

Do these tools help fix visibility, or only report it?

Several now act on the data. Mentionova's agents draft briefs, articles and Reddit replies for approval; Profound runs AI Marketer agents on credits; Goodie bundles optimizations each month; BrightEdge has Site Agents for links, schema and publishing; Conductor includes a Writing Assistant. Ahrefs Brand Radar and Peec AI are mainly measurement tools.

Sources

1. Mentionova, Pricing, mentionova.com/pricing, captured Nov 2, 2026.
2. Mentionova, Agency pricing, mentionova.com/pricing, captured Nov 2, 2026.
3. Mentionova, Home, mentionova.com/, captured Nov 2, 2026.
4. Profound, Pricing, www.tryprofound.com/pricing, captured Nov 2, 2026.
5. BrightEdge, Home, www.brightedge.com/, captured Nov 2, 2026.
6. BrightEdge, About, www.brightedge.com/about, captured Nov 2, 2026.
7. BrightEdge, Pricing, www.brightedge.com/pricing, captured Nov 2, 2026.
8. BrightEdge, AI Catalyst, www.brightedge.com/ai-catalyst, captured Nov 2, 2026.
9. BrightEdge, Agent Edge, www.brightedge.com/agent-edge, captured Nov 2, 2026.
10. BrightEdge, MCP, www.brightedge.com/products/brightedge-mcp, captured Nov 2, 2026.
11. Conductor, Pricing, www.conductor.com/pricing/, captured Nov 2, 2026.
12. Conductor, AI engine coverage, www.conductor.com/platform/features/ai-search-performance/ai-engine-llm-coverage/, captured Nov 2, 2026.
13. Semrush, AI Visibility pricing, www.semrush.com/pricing/ai/, captured Nov 2, 2026.
14. Scrunch, Pricing, scrunch.com/pricing, captured Nov 2, 2026.
15. Goodie, Pricing, higoodie.com/pricing, captured Nov 2, 2026.
16. AthenaHQ, Pricing, www.athenahq.ai/pricing, captured Nov 2, 2026.
17. Ahrefs, Brand Radar, ahrefs.com/brand-radar, captured Nov 2, 2026.
18. Peec AI, Pricing, peec.ai/pricing, captured Nov 2, 2026.

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