# Best AI visibility tools for enterprise Updated October 2026 Enterprise AI-visibility platforms sell into a different buying process than the startup end of this category: several brands or regions, an existing SEO or martech stack to integrate with, and a procurement cycle that expects a conversation before a price. Most tools on this page publish no price for their enterprise offer. This page says what each one tracks and how it connects to other systems, since that is the comparison you can actually make before the sales call, and it is usually a better predictor of fit than the first demo. ## Quick answer MarketHQ is the pick for an enterprise that wants AI-answer tracking joined to competitor and community evidence, a gap analysis with an action plan, and a published price: Enterprise starts at $499 a month for agencies and multi-brand teams. Profound, BrightEdge AI Catalyst, Conductor AI Visibility and Scrunch's Enterprise plan are sales-led, and Evertune and Semrush publish entry prices. - MarketHQ publishes an Enterprise starting price of $499 a month and ships API and MCP access on every paid plan. - MarketHQ checks ChatGPT, Claude, Gemini, Perplexity, Grok and DeepSeek weekly on paid plans and turns lost questions into an action plan. - BrightEdge AI Catalyst, Profound's Enterprise plan and Scrunch's Enterprise plan are the sales-led options; Evertune publishes a Pro price of $800 a month. ## What sources does MarketHQ cover? Free: Hacker News, GitHub, RSS, Stack Overflow, Dev.to, Lobsters. Paid plans add Reddit, LinkedIn, YouTube, X, Perplexity, Product Hunt, Broader web crawl, Bluesky. - Grouped Slack daily digest - Drafted replies from your own strengths - Gap analysis and action plans - Weekly AI-answer visibility (paid plans) - Chat over your own evidence - API and MCP on every paid plan - Flat capacity pricing, tiers differ by tracking volume only - 7-day trial for $0.99 on Lite and Startup - Free tier with no card and no end date ## List Method: every tool was checked on its own website in October 2026 and included only if it names AI visibility for larger teams as a product. Prices are quoted only where published; where a vendor is sales-led with no public figure, this page says so rather than estimating one. Pricing, free plans and AI-engine coverage render live from our verified vendor records. Ordering reflects fit for an enterprise buyer's existing stack, not market share. MarketHQ is our own product and is listed first because this is our page. 1. MarketHQ A weekly check of how ChatGPT, Claude, Gemini, Perplexity, Grok and DeepSeek answer buying questions on paid plans, joined to competitor and community monitoring, with a gap analysis, action plans and API and MCP access. Enterprise capacity is custom from $499 a month. - Best for: Enterprises that want a published starting price, evidence behind the score and a next step for every gap. - Pricing: Free (paid from $29/mo) - Sources covered: Hacker News, GitHub, RSS, Stack Overflow, Dev.to, Lobsters, Reddit, LinkedIn, YouTube, X, Perplexity, Product Hunt, Broader web crawl, Bluesky 2. [Profound](https://markethq.ai/directory/profound) An AI marketing platform whose Enterprise plan tracks up to nine answer engines with a tailored prompt plan, SSO and SAML, SOC 2 and API access. Agent Analytics tracks AI-sourced traffic. Enterprise is a custom package. - Best for: Enterprises with budget for a dedicated AI-marketing platform and a sales-led evaluation. - Pricing: From $0/mo - Sources covered: Not published 3. [BrightEdge AI Catalyst](https://markethq.ai/directory/brightedge-ai-catalyst) BrightEdge's intelligence layer benchmarks brand presence, sentiment and citations across AI platforms against competitors, and shows which competitor page currently earns citations. It offers an MCP connector into a customer's own AI stack. - Best for: Enterprises already running BrightEdge who want AI visibility inside the same system. - Pricing: Not published - Sources covered: Not published 4. [Conductor AI Visibility (Conductor Intelligence)](https://markethq.ai/directory/conductor-ai-visibility) An enterprise AEO module from Conductor that tracks brand presence, citations and sentiment across AI search engines, with an API reference in its developer documentation. A free one-off analysis is available, but it is not a recurring free plan. - Best for: Enterprises already inside Conductor's platform who want an AI-visibility module added on. - Pricing: Not published - Sources covered: Not published 5. [Evertune](https://markethq.ai/directory/evertune) Measures brand visibility and sentiment across AI models for advertisers, with competitive benchmarking. Pro is listed at $800 a month and Enterprise is custom. - Best for: Enterprise advertisers who want a published starting price for AI-model visibility measurement. - Pricing: From $800/mo - Sources covered: Not published 6. [Scrunch](https://markethq.ai/directory/scrunch-ai) Tracks how a brand shows up in AI answers and audits pages for AI readability. Core is a published plan, and Enterprise adds nine LLMs, API and MCP access, SSO and a dedicated account team. - Best for: Enterprises that want page-level AI-readability audits alongside citation tracking, with a published entry plan to start from. - Pricing: From $250/mo - Sources covered: Not published 7. [Semrush AI Visibility Toolkit](https://markethq.ai/directory/semrush-ai-toolkit) A Semrush add-on that measures how a brand appears in AI-generated answers on Google AI Mode and ChatGPT and tracks prompts over time, with a Semrush MCP server for use inside AI assistants. - Best for: Enterprises already running Semrush who want AI visibility under the same vendor. - Pricing: From $99/mo - Sources covered: Not published ## Why do so many of these tools publish no price? Because enterprise AI-visibility offers are usually sold as custom packages or as modules on a larger platform, so vendors quote per account rather than from a fixed list. Four of the seven tools here publish no price for the offer an enterprise would buy: Profound's Enterprise plan, BrightEdge AI Catalyst, Conductor AI Visibility and Scrunch's Enterprise plan. Evertune lists Pro at $800 a month with Enterprise custom, Semrush lists its add-on at $99 a month on top of a Semrush subscription, and MarketHQ lists Enterprise as custom from $499 a month. A published starting price is useful even when the final contract is custom, because it lets a buyer rule options in or out before booking a call. It also helps a team compare a platform add-on against a standalone product on equal terms. ## Which of these tools connect to an existing enterprise stack? BrightEdge AI Catalyst, Semrush's toolkit, Scrunch Enterprise and MarketHQ publish MCP access, and several others list an API. If your enterprise already runs BrightEdge, its AI Catalyst module lists an MCP connector for linking BrightEdge to a customer's AI stack. Semrush's toolkit has a Semrush MCP server for data access inside AI assistants. Scrunch's Enterprise plan includes Query API and MCP access, Profound's Enterprise plan includes API access, and Conductor lists an API reference in its developer documentation. MarketHQ does not assume you already run a particular SEO platform. It ships API and MCP access on every paid plan, so results can flow into whatever reporting or agent workflow you already use without a specific vendor relationship first. ## Which engines does each platform track? Profound's pricing page names the longest list, nine engines, while MarketHQ checks six assistants and the SEO-platform modules name between two and five. Profound lists ChatGPT, Perplexity, Google AI Mode, Gemini, Microsoft Copilot, DeepSeek, Claude, Google AI Overviews and Exa Search, though its limited trial covers only three. Evertune lists ChatGPT, Gemini, Claude, Perplexity, Copilot, DeepSeek and Meta AI. MarketHQ checks ChatGPT, Claude, Gemini, Perplexity, Grok and DeepSeek, which includes Grok, a name neither Profound's nor Evertune's lists carry. BrightEdge names ChatGPT, Perplexity, Google AI Overviews, Google AI Mode and Gemini. Conductor names ChatGPT, Perplexity and Gemini. Semrush's toolkit names Google AI Mode and ChatGPT. Scrunch tracks four LLMs on Core and nine on Enterprise. Engine lists change often, so confirm the current list with any vendor before signing. ## What does an enterprise need from an AI-visibility vendor beyond the score? Evidence it can hand to other teams, an integration path into tools it already runs, and a buying process that matches how the company already purchases software. A visibility score alone does not tell a comms or SEO team what to do next, which is why most vendors here pair tracking with something else: BrightEdge shows which competitor page earns citations and why, Scrunch pairs tracking with page-level AI-readability audits, and MarketHQ pairs it with a gap analysis and action plan grounded in the competitor and community mentions behind a change. Procurement fit matters at this scale as well. A company already under contract with BrightEdge, Conductor or Semrush may find it quicker to add a module through an existing vendor relationship and security review. Profound lists SSO, SAML and SOC 2 on its Enterprise plan, so a security team can check those items early in any evaluation. ## Is it worth running MarketHQ alongside an existing enterprise SEO platform? Often yes, for the parts of the AI-answer question that a platform module does not cover: the community and competitor evidence behind a shift, and an action plan for each gap. A platform module tracks citations and sentiment inside its own product. MarketHQ's weekly check keeps the AI-answer result and the competitor and community evidence in one place, so a team does not have to reconcile two systems by hand to explain why an answer changed. The free plan covers news, blogs, forums and a taste of Bluesky. Paid plans add social networks, Reddit, LinkedIn and YouTube, with countries from 1 on Lite to 10 on Enterprise. For an enterprise already paying for an SEO platform's AI-visibility module, adding MarketHQ is not duplicate spend if it answers a different part of the same question. The published $499-a-month starting price for Enterprise makes that addition easy to evaluate without reopening the larger contract. ## How should a multi-brand enterprise structure its AI-visibility tracking? Keep each brand's competitors and buying questions separate, since the competitors and relevant questions often differ by market. A group with distinct brands in different categories tracks different competitors and different buyer questions for each. Blending them into one feed makes the gap analysis harder to read, and it makes it harder to show one brand's results to its own marketing lead without exposing another's. MarketHQ's Enterprise capacity is aimed at agencies and multi-brand teams, with tracking capacity sized to the account. It has no multi-brand dashboard today, so each brand is tracked in its own workspace. Ask any vendor on this page how additional brands are scoped and billed before assuming a discount. ## What might an enterprise pilot look like? A single brand, a fixed list of buying questions, and a clear decision date. The scenario below is illustrative, not measured. Illustrative: a regional brand inside a larger group picks twenty buying questions and its four closest competitors, then runs one AI-visibility tool for a quarter alongside whatever its SEO platform already reports. The pilot ends with a short review of which questions named competitors, what evidence sat behind them, and which actions the team actually completed. The group then decides whether to extend the pilot to other brands, add a platform module, or keep a lighter tool for the brands where the channel matters less. ## FAQ ### Which enterprise AI visibility tool has a published price? MarketHQ publishes Enterprise as custom from $499 a month, with Lite at $29, Startup at $99 and Growth at $199. Evertune lists Pro at $800 a month, Scrunch lists Core at $250, and Semrush lists its add-on at $99 on top of a Semrush plan. Profound, BrightEdge and Conductor publish none. ### Should an enterprise buy an AI-visibility add-on or a standalone tool? Choose MarketHQ if you want a published starting price, evidence behind the score and API and MCP access without a platform dependency. If you already run BrightEdge, Conductor or Semrush, their add-ons avoid a new vendor relationship and may suit your procurement. ### Which of these tools track the most AI engines? Profound's pricing page names nine, including Google AI Mode, Copilot, DeepSeek and Claude. Scrunch Enterprise also covers nine LLMs. MarketHQ checks six assistants weekly on paid plans: ChatGPT, Claude, Gemini, Perplexity, Grok and DeepSeek. ### Do enterprise AI visibility tools support MCP for AI agents? MarketHQ ships an MCP server and API on every paid plan. BrightEdge AI Catalyst lists an MCP connector, Semrush has an MCP server, and Scrunch includes MCP access on Enterprise. Conductor lists an API reference, and Profound includes API access on Enterprise. ### How was this list put together? Every tool was checked on its own website in October 2026 and included only if it names AI visibility for larger teams as a product. Prices are quoted only where published. MarketHQ is our own product and is listed first. ## Related - [MarketHQ vs Profound](https://markethq.ai/compare/markethq-vs-profound) — published pricing versus a quote-only enterprise platform - [Best AI visibility tools for SaaS](https://markethq.ai/best/ai-visibility-tools-for-saas) — the same category at a smaller team size - [Best brand monitoring tools for enterprise](https://markethq.ai/best/brand-monitoring-tools-for-enterprise) — the broader monitoring category at the same team size - [Best AEO tools](https://markethq.ai/best/aeo-tools) — a wider cut of answer-engine tooling - [All category guides](https://markethq.ai/best) — every list we judged the same way - [Pricing](https://markethq.ai/pricing) — what MarketHQ's own tiers cost ## Sources - Profound pricing: https://www.tryprofound.com/pricing (verified 2026-10-08) - BrightEdge AI Catalyst: https://www.brightedge.com/ai-catalyst (verified 2026-10-08) - Conductor AI Visibility: https://www.conductor.com/free-tools/ai-visibility/ (verified 2026-10-08) - Evertune pricing: https://www.evertune.ai/pricing (verified 2026-10-08) - Scrunch pricing: https://scrunch.com/pricing (verified 2026-10-08) - Semrush AI Visibility Toolkit: https://www.semrush.com/kb/1493-ai-visibility-toolkit (verified 2026-10-08)