The Best AI Visibility Tools for Enterprise Brands in 2026
8 AI visibility tools compared for large organizations that need SSO, a dedicated CSM, and the deepest engine coverage, with an honest look at where a self-serve tool is enough and where it is not.
AI Peekaboo gives you a read/write API from $30/month and white-label delivery from $100/month, but there is no SSO on the roadmap, so it fits best as a fast pilot or a single-brand tool rather than an org-wide rollout.
Profound tracks up to 9 AI engines and adds SSO/SAML plus a dedicated Slack CSM at Enterprise, but you cannot buy it without a demo call and both the API and white-label stay locked below that tier.
cloro is the API option: it returns live ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, AI Overview, Search, and News answers as structured JSON from $30/month, with 500 free monthly credits for teams building their own tracking.
Evertune starts at $800/month with no self-serve trial and no API on any plan, in exchange for brand accuracy audits and competitive positioning built for board-level reputation risk conversations.
Adobe LLM Optimizer is sales-led only and skips API access entirely, but it ships white-label reporting and agentic traffic attribution that no other tool here offers, and it is the clear pick if your stack already runs on Adobe Experience Cloud.
Scrunch AI adds SAML/OIDC security and a dedicated go-to-market team at its custom Enterprise tier, on top of a $250 to $417/month self-serve range, but there is no white-label at any price point.
XFunnel covers the widest engine set here, 8 platforms including Grok and Google AI Mode, and pairs the data with dedicated analyst support, but there is no self-serve pricing and no API at all.
Brandlight offers real-time alerting and executive-ready dashboards built for comms teams, but pricing is not published anywhere and there is no API, so every evaluation starts with a demo.
You are not evaluating an AI visibility tool the way a solo founder or a small agency does. You need to know whether a vendor can pass your security review, whether there is a named person you can call when a board member asks why your brand is missing from a ChatGPT answer, and whether the engine coverage goes deep enough to satisfy legal, comms, and brand teams who all want a slightly different slice of the same data. You can also tolerate, and often expect, a sales-led buying process with a contract and an MSA rather than a credit card and a self-serve signup. This comparison looks at 8 tools through that lens: which ones actually offer SSO and SCIM, which ones staff a dedicated CSM instead of a chat widget, which one gives technical teams raw answer data, and which self-serve tools you might still use for a single brand or a fast pilot even without enterprise plumbing behind them.
- Marketing, brand, comms, and legal all want AI visibility data, but there is no single governed source everyone can see the same numbers in
- A tool your team piloted on a credit card gets blocked by IT security review the moment you try to roll it out past one brand, because there is no SSO or SAML option at any price
- Self-serve tools cap out at 4 or 5 AI engines right when your customers are asking questions across ChatGPT, Gemini, Claude, Copilot, Perplexity, and Grok all at once
- Your procurement process assumes a demo call and a signed contract, but several AI visibility vendors only offer self-serve signup with no sales contact at all
What you should look for
Does the vendor offer single sign-on and SAML at all, and if so, is it gated behind a custom Enterprise tier or genuinely absent from the roadmap?
Is there a named CSM and a real onboarding process, or does support mean the same ticket queue a $50/month customer uses?
How many of the AI surfaces your customers actually use (ChatGPT, Gemini, Claude, Copilot, Perplexity, Grok, Google AI Overviews and AI Mode) does the tool track, and at which tier?
Can you actually buy this through a contract and an MSA, or does the vendor only support self-serve credit card signup with no path to a governed enterprise purchase?
Tools at a glance
You should not expect SSO or a named CSM from AI Peekaboo, and it is worth saying that plainly up front. What you get instead is a read and write API on every paid plan from $30/month, white-label delivery with guest access links from $100/month, and tracking across ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode without a sales call standing between you and real data.
For a large organization, the honest use case is a fast, low-risk pilot: get one brand or one region running this week, prove the data is useful to your team, and use that as ammunition when you go back to procurement with a case for a deeper enterprise tool. If your security team requires SSO before anything touches production systems, budget for that conversation separately rather than expecting AI Peekaboo to clear it.
| Feature | Pay for what you track From $30/mo |
|---|---|
| How the price is set | Brands, prompts, AI models and check frequency you choose |
| AI models | ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode |
| Add-on models | Claude, Microsoft Copilot |
| Team members | Unlimited |
| REST API and Looker Studio | Included on paid plans |
| White-label reports and share links | From $100/mo |
| Free trial | 14 days on plans under $100, card required |
- You pay for what you track: plans start at $30 a month and are built from brands, prompts, AI models and check frequency
- Read and write API and Looker Studio on every paid plan
- No per-seat fees, so adding team members does not raise the price
- White-label reports and client share links from $100 a month
- Tracks ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode, with Claude and Microsoft Copilot as add-ons
- No crawler log access (cannot see when GPTBot or ClaudeBot visited your pages)
- White-label reports and share links need a plan of $100 a month or more
- Claude and Microsoft Copilot cost extra as add-on models
- Content briefs only, no full article drafting
Profound
Enterprise AI visibility with crawler log analysis and AEO content generation
Profound is the tool in this comparison built closest to how your organization actually buys software: a demo call, structured onboarding, a Customer Success Manager, and dedicated Slack support at the Enterprise tier, alongside SSO and SAML. In exchange for that structure, you get coverage across up to 9 AI engines, the widest set here, plus crawler log access showing exactly when GPTBot or ClaudeBot last visited a given page, something no other tool in this list offers at any price.
The tradeoff is that both API access and SSO/SAML sit behind the custom Enterprise contract, and the Starter and Growth tiers below it cover only 1 and 3 engines respectively at $99 and $399/month. If your organization has the headcount to run a serious AI search program and the patience for a sales-led buying process, Profound is built for exactly that. If you need data flowing into your own systems on day one at a known price, it is not the starting point.
| Feature | Free trial Free (7 days) | Enterprise Custom |
|---|---|---|
| Answer engines tracked | 3 engines | Up to 9 |
| Unique prompts tracked | 50, recommended set (not customizable) | Custom |
| Team seats | Unlimited | Unlimited |
| CSV / JSON exports | ✗ | ✓ |
| API access | ✗ | ✓ |
| SSO / SAML | ✗ | ✓ |
| Dedicated Slack support | ✗ | Custom |
- Tracks 9 AI engines, the widest coverage in the market
- Crawler log access showing when GPTBot and ClaudeBot visited specific pages
- Built-in AEO content generation via Marketing Agents
- Structured onboarding with a CSM and dedicated Slack support
- Gap analysis surfaces the difference between what AI models say and what is actually true about your brand
- API access is locked to Enterprise custom contracts
- Brand Enterprise uses a custom quote, while Agency Growth is self-serve
- Trial prompts are recommended and cannot be customized
- No published brand plan price: past the 7-day free trial, every brand plan is a custom Enterprise quote
- No white-label delivery or client reporting features
cloro
AI search API that returns ChatGPT, Gemini, Perplexity, Copilot and Google AI answers as structured data
cloro is the API option in this comparison. Rather than asking you to move into another vendor dashboard, it returns live answers from ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, Google Search, Google News, and Google AI Overview as structured JSON. Parsed sources, citations, and query fan-out can go straight into the warehouse, BI layer, or internal application your team already uses. The published entry point is 500 free credits per month, then $30/month for 37,500 credits.
The feature set is unusually practical for a technical team: unlimited seats, asynchronous jobs, webhooks with retry delivery, a hosted MCP server, country targeting worldwide, and US state targeting on ChatGPT, Copilot, Perplexity, and Gemini. The limits are just as clear. There is no dashboard to present to leadership, no published SSO, SAML, or SOC 2 information, and unused monthly credits expire. Choose cloro when you want to own the reporting layer, not when you need a vendor UI to do it for you.
| Feature | Free $0/mo | Lite $30/mo | Hobby $100/mo | Starter $250/mo | Growth $500/mo | Business $1,000/mo | Enterprise 2K $2,000/mo | Enterprise 3K $3,000/mo | Enterprise 4K $4,000/mo | Enterprise 5K $5,000/mo | Custom Enterprise $5,000+/mo custom |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Included credits per month | 500 | 37,500 | 250,000 | 650,000 | 1.35M | 2.8M | 5,871,025 | 9,306,606 | 12,756,261 | 16,391,783 | Custom |
| Price per 1,000 credits | $0 | $0.80 | $0.40 | $0.39 | $0.37 | $0.36 | $0.34 | $0.32 | $0.31 | $0.31 | $0.25 |
| Concurrent jobs | 1 | 10 | 20 | 50 | 75 | 100 | 135 | 175 | 215 | 255 | Custom |
| Seats | 1 | Unlimited | Unlimited | Unlimited | Unlimited | Unlimited | Unlimited | Unlimited | Unlimited | Unlimited | Unlimited |
| Support | Documentation assistant | Priority email | Priority email | Slack | Slack | Slack | Slack | Custom | |||
| Unused credits roll over | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
- Returns parsed answers, sources, citations, and query fan-out as structured JSON
- Covers ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, AI Overviews, Search, and News
- Published monthly credit allowances from a free 500-credit tier
- Supports every country and US state targeting for ChatGPT, Copilot, Perplexity, and Gemini
- Includes async tasks, webhooks with retries, unlimited seats, and a hosted MCP server
- No ready-made dashboard for visibility reporting or stakeholder presentations
- Requires in-house engineering or data work to turn responses into tracking
- Does not publish SSO, SAML, or SOC 2 information
- Unused monthly credits expire rather than rolling over
- Credit use varies by engine and Google result depth, so capacity planning takes care
Evertune
AI visibility tracking across 5 to 11 models with competitor benchmarking and strategic actions
Evertune is not trying to be the cheapest or the most self-serve option, and at $800/month with no public trial, it makes that clear from the first price point you see. What you are actually buying is a brand accuracy audit: a systematic check of whether ChatGPT, Claude, Gemini, Perplexity, and Copilot are describing your company correctly, and competitive positioning analysis that tells you whether AI models frame you as the premium option or the budget alternative relative to your named competitors.
There is no API on any plan, including Enterprise, so if your team wants to pipe this data into your own dashboards, you will be working from exports rather than a live feed. The multi-stakeholder dashboards are built for exactly the audience you are dealing with though: brand, comms, and marketing leadership all reviewing the same report without needing separate logins or separate explanations.
| Feature | Starter $60/mo | Pro $800/mo billed annually | Enterprise Custom |
|---|---|---|---|
| AI platforms tracked | 5 | 11 | 11 |
| Prompt credits | 5,000 | 100,000 | Custom |
| Content Agent articles/month | ✗ | 25 | ✓ |
| Data MCP | ✗ | ✓ | ✓ |
| API access | ✗ | ✗ | ✓ |
| Fact Checker | ✗ | ✗ | ✓ |
| Bot analytics | ✗ | ✗ | ✓ |
- Tracks 5 AI models including Copilot
- Enterprise includes Fact Checker
- Competitor benchmarking compares your brand with competitors across 11 models
- Brand-performance dashboard for visibility reporting
- Dedicated customer support at Enterprise, plus onboarding support on Pro
- Advanced features, including Fact Checker and API access, are limited to Enterprise
- API access and cloud-bucket export are listed on the Enterprise plan
- Ads Agent's first 7 days are free
- Enterprise pricing requires a sales conversation
- Significant budget commitment before you know if the data is actionable for your use case
If your organization already runs on Adobe Experience Cloud, Adobe LLM Optimizer removes a category of integration work that every other tool in this list would otherwise require. It tracks visibility across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews, and Copilot, and it includes agentic traffic attribution, distinguishing site visits from AI agents acting on a user's behalf versus a human clicking a citation, a capability none of the other 7 tools here offer at all.
Pricing is not public and there is no self-serve signup, so you are talking to Adobe sales from the first click regardless of how big your deployment is. There is also no API, which is a real gap if your team wants this data outside the Adobe reporting layer. Outside the Adobe ecosystem, you are paying for a big vendor name more than for GEO-specific depth that specialist tools already cover.
| Feature | Pricing not verified Not verified |
|---|---|
| Pricing model | Not verified |
| Free tier | Not verified |
| Self-serve signup | Not verified |
| AI platforms tracked | 10 LLM families, including ChatGPT, Perplexity, Google AI Mode, Claude, and Microsoft Copilot |
| Competitive benchmarking | ✓ |
| Agentic traffic attribution | Not verified |
| Content opportunity discovery | ✓ |
| White label | Not verified |
| API access | Not verified |
- Brand visibility measurement across 10 LLM families, including ChatGPT, Perplexity, Google AI Mode, Claude, and Microsoft Copilot
- Attribution capabilities for AI visibility and traffic impact
- Competitive benchmarking and share of voice analysis built into the core workflow
- Opportunity prioritization helps identify areas to improve AI visibility
- Native integration with Adobe Analytics and Customer Journey Analytics
- Current pricing details are not verified
- Free-tier and self-serve trial availability are unconfirmed
- API access availability is unconfirmed
- Value proposition weakens significantly for teams not using Adobe Experience Cloud
- Newer entrant to the GEO space; feature maturity may lag more established specialist tools
Scrunch AI answers a different question than most tools on this list: not "where does my brand show up" but "what is driving citations across my entire category, and who is winning them." That framing comes with a 1,000-prompt industry library on the $250/month Starter tier (2,500 on the $417/month Growth tier) covering ChatGPT, Claude, Perplexity, Gemini, and Copilot, so your content team gets a map of the category before they narrow in on brand-level tracking.
The Enterprise tier is where this becomes a genuinely enterprise-shaped purchase: SAML/OIDC security and a dedicated go-to-market team both unlock there, alongside the Enterprise Data API that is the only export path on the platform. There is no white-label at any tier, so this stays an internal analysis tool for your team rather than something you would hand to an external stakeholder directly.
| Feature | Core $250/mo | Enterprise Custom |
|---|---|---|
| User licenses | 5 | Custom |
| Unique prompts | 125 | Custom |
| AI responses per month | 5,000 | Custom |
| Brand workspaces | 1 | Custom |
| AI platforms | ChatGPT, Perplexity, Google AIO, Copilot | ChatGPT, Claude, Perplexity, Gemini, Meta AI, Google AI Mode, Google AIO, Copilot, Grok |
| Site audits | 5 / month | Full Site Audit(s) |
| Page optimizations | 1 / month | Custom |
| Content generation | Basic | Advanced |
| Query API Access | ✗ | ✓ |
| Looker Studio Access | ✗ | ✓ |
| Advanced API Access | ✗ | ✓ |
| MCP Access | ✗ | Custom |
| CLI Access | ✗ | Email + Slack |
| AXP | ✗ | Custom |
| SAML / OIDC security | ✗ | ✓ |
| Dedicated Account Team | ✗ | ✓ |
- Category-level citation intelligence shows which prompts drive AI mentions across your whole niche
- Industry prompt library means you are not building your prompt set from scratch
- Core includes 125 unique prompts, 5,000 AI responses a month and 4 supported AI platforms for $250/month
- Persona-based analysis lets you filter citation patterns by user type
- Core includes five site audits and one page optimization a month
- Starts at $250/month for Core, the most expensive of the three in this comparison
- AXP, expanded engine coverage, Query API, Looker Studio and Advanced API Access are Enterprise-only
- White-label delivery and agency client reporting availability is unconfirmed
- Crawler log access availability is unconfirmed
- Core includes Basic content generation, while Enterprise includes Advanced content generation
XFunnel
Track and optimize your brand presence across ChatGPT, Gemini, Perplexity, Claude, and Grok
XFunnel tracks 8 AI platforms, ChatGPT, Gemini, Google AI Overviews, Google AI Mode, Claude, Perplexity, Copilot, and Grok, which is the widest set in this comparison and includes two engines (Grok, AI Mode) that most competitors skip entirely. That breadth is paired with dedicated analyst support rather than pure self-serve software: you get a strategy assessment and ongoing guidance interpreting the data, which matters if your team does not have in-house AI search expertise yet.
The commercial model reflects that positioning. There is no self-serve pricing at all beyond a free one-time audit, no API for pulling data into your own systems, and no white-label option. If you want software you can operate independently at a known monthly price, this is not that. If you want the widest engine coverage available paired with a human who helps you act on it, it is worth the sales conversation.
| Feature | Free Starter $0 one-time audit | Enterprise Custom tailored pricing |
|---|---|---|
| AI platforms tracked | Not verified | 8 |
| Query research | Not verified | ✓ |
| Experiment framework | Not verified | ✓ |
| Analyst support | Not verified | ✓ |
| API access | Not verified | Not verified |
| White-label reports | Not verified | Not verified |
- Tracks eight AI platforms including Grok and Google AI Mode
- Dedicated analyst support included, not just software
- Experiment framework to test and measure optimization changes
- Free one-time audit to assess current AI visibility
- Strong for large brands needing strategic oversight
- No self-serve pricing, enterprise-only commercial model
- API availability is unconfirmed
- White-label and client-reporting availability is unconfirmed
- Community size is not publicly stated
- Enterprise monitoring is listed as daily
Brandlight
AI visibility measurement with sentiment and competitive share-of-voice analysis
Brandlight is built for a specific moment in your workflow: something shifts in how AI models talk about your brand, and you need to know within hours, not at the next monthly review. Real-time alerts fire on sentiment or share-of-voice changes across ChatGPT, Claude, Gemini, and Perplexity, and the executive dashboards are designed to be boardroom-ready without your team needing to reformat anything before a leadership review.
Pricing is not published anywhere, so every evaluation starts with a demo call regardless of your deployment size, and there is no API on any plan. If real-time alerting and a clean executive reporting layer are what your comms team actually needs, it is worth that conversation. If you need the data to move into your own systems, verify that limitation directly with their team before you get deep into an evaluation.
| Feature | Contact for pricing Not public |
|---|---|
| AI platforms tracked | Not verified |
| Real-time alerts | Not verified |
| Sentiment analysis | Not verified |
| Competitive benchmarking | Not verified |
| Executive dashboards | Not verified |
| API access | Not verified |
| White label | Not verified |
- Visibility, sentiment, and share-of-voice measurement against competitors
- Sentiment measurement alongside visibility and share of voice
- Competitive benchmarking and share-of-voice included
- Leadership reporting on AI visibility
- Weekly action priorities for teams
- No public pricing, requires a sales conversation to get a quote
- API availability is unconfirmed
- Free-tier and trial availability are unconfirmed
- White-label and client-sharing availability are unconfirmed
- Cannot assess value for money without knowing the price
Which AI visibility tool should you actually buy?
Be honest with yourself about what you are actually solving for before you sign anything. If you need to move fast on one brand or one region and prove the category matters before procurement gets involved, AI Peekaboo gets you real data this week from $30/month, even though there is no SSO waiting for you when you try to scale it org-wide. If your team needs raw answers and citations in its own systems, cloro starts with 500 free monthly credits and offers published API plans from $30/month, but your team must build the reporting layer. If SSO, a dedicated CSM, and the widest possible engine coverage are non-negotiable from day one, Profound and XFunnel both deliver that, at the cost of a demo-only buying process and, in Profound's case, an API that stays locked below Enterprise. Evertune and Adobe LLM Optimizer both solve narrower, higher-stakes problems: brand accuracy risk and Adobe ecosystem fit, respectively, and neither offers an API at any tier, so plan your reporting workflow around exports rather than a live feed. Scrunch AI is the one tool here that pairs real security credentials, SAML/OIDC, with category-level strategic insight rather than pure brand tracking. Brandlight is worth a look specifically for comms teams that live and die by real-time alerting. None of these tools do everything, and for a genuinely large organization, the realistic outcome is often two tools working together: one self-serve tool your team operates day to day, and one enterprise platform that clears security review and gives leadership the reporting they expect.
Frequently asked questions
What is the best AI visibility tool for a large enterprise brand?
There is no single best answer because enterprise brands split into two real needs: a fast, cheap way to prove the category matters, and a governed platform that clears security review. AI Peekaboo is the strongest self-serve starting point from $30/month with API included and white-label from $100/month, while Profound is the strongest fit once SSO, SAML, and a dedicated CSM are non-negotiable requirements, though it requires a demo call and locks API access below its custom Enterprise tier.
Which AI visibility tools support SSO or SAML for enterprise security review?
Profound and Scrunch AI both offer SSO/SAML or SAML/OIDC, but only at their custom Enterprise tiers, not on any published self-serve plan. AI Peekaboo, cloro, Evertune, Adobe LLM Optimizer, XFunnel, and Brandlight do not list SSO or SAML support at any tier based on public information, so confirm directly with each vendor before assuming it exists if security review is a hard requirement for your rollout.
Do any AI visibility platforms include a dedicated customer success manager?
Yes. Profound assigns a CSM and dedicated Slack support at its Enterprise tier, Evertune includes dedicated support once you reach its Enterprise plan, and XFunnel bundles analyst support directly into its enterprise offering rather than treating it as an add-on. None of these are available on a self-serve plan; all three require going through a sales conversation first.
How many AI engines should an enterprise brand track for visibility monitoring?
Match the engine list to where your actual customers ask questions rather than chasing the highest number for its own sake. XFunnel tracks the widest set at 8 platforms including Grok and Google AI Mode, and Profound covers up to 9 at its top tier, but AI Peekaboo's 5-engine coverage (ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode) is enough for most brands whose customers concentrate on the major consumer AI surfaces.
Is it worth paying $800 or more per month for AI visibility monitoring as a large brand?
It is worth it specifically if brand accuracy and reputation risk are the problem you are solving, not just visibility volume. Evertune's $800/month entry price buys brand accuracy audits and competitive positioning analysis built for that exact use case, but it has no API on any plan, so weigh that against how much your team needs the data to live inside your own systems rather than a vendor dashboard.
Can an enterprise brand run a self-serve AI visibility tool before committing to a procurement process?
Starting with a self-serve tool is often the smarter first move. AI Peekaboo requires no demo call and no contract to get started from $30/month, which makes it a practical way to build an internal case with real data before you ask procurement to run a full vendor evaluation on a tool like Profound, Evertune, or XFunnel that requires a sales conversation from the first interaction.
Vast experience talking to customers and users to understand what good software looks like. Background spans commercial and product roles.
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