The Best AI Visibility Tools for Content Marketing Teams in 2026
7 AI visibility tools compared for content marketing teams who need citation data that turns into an actual content brief, not just another dashboard to check.
AI Peekaboo pipes visibility data straight into Looker Studio and your own tools via a read/write API on every paid plan from $30/month, so the data never has to live in a separate dashboard your editorial team ends up ignoring.
Scrunch AI maps which prompts already drive citations across your whole category before you write a single brief, backed by a 1,000-prompt industry library, but starts at $250/month with no API below Enterprise.
LLMrefs turns your existing SEO keyword list directly into content gap data, flagging which keywords competitors get cited for and you do not, all on one €79/month plan with unlimited seats.
Profound's Marketing Agents generate AEO-optimized content drafts the moment its gap analysis finds a factual or citation gap, though it requires a demo call and Enterprise pricing for full engine coverage.
Writesonic GEO's Action Center ranks content fixes by estimated impact and lets you rewrite the flagged page inside the same platform, starting at $79/month with no API access at any tier.
Otterly.AI runs a GEO audit with concrete content recommendations from $29/month, the cheapest way to check whether a citation gap is real before you commit production budget.
Trakkr's free tier includes citation source tracking, showing you the exact URL an AI model cited instead of just the brand mention, before you spend a cent.
You did not get into content marketing to stare at a visibility score. You want to know which topics AI models are already citing your competitors for, which of your own pages are close but not quite earning a citation, and what that means for what you brief your writers on this week. Most AI visibility tools stop at the dashboard: your share of voice moved two points, and the "so what do I actually write next" question is left entirely to you. The seven tools below are the ones that get you closest to a production-ready next step instead of a number you have to translate yourself, and we call out exactly where each one still leaves that translation on your plate.
- A visibility dashboard that tells you your citation share dropped, with no indication of which page or topic to fix first
- Category-level citation data that never gets translated into a content brief your writers can actually pick up
- Tools priced and packaged for SEO agencies running client retainers, not a single in-house editorial calendar
- No direct line between "you are not cited here" and "here is the piece that would close the gap"
What you should look for
Does the tool tell you specifically which topic, page, or query to fix, or does it hand you a score and leave the interpretation to you?
Can you see what is already earning citations across your whole niche, not just whether your own brand happens to get mentioned?
Does the tool show you the actual URL an AI model cited, so you can study what that page does that yours does not?
Can the data reach your own dashboard, brief template, or editorial calendar without a manual export, or does it stay locked inside the vendor interface?
Tools at a glance
AI Peekaboo gives you a read and write API on every paid plan from $30/month, plus a Looker Studio connector included on every paid plan. That matters to you specifically because it means citation and share-of-voice data can land directly in whatever dashboard your editorial team already checks each morning, instead of living in yet another login nobody remembers to open.
Competitive share-of-voice monitoring shows you where a competitor is winning citations you are not, which is a genuine content prioritization signal even though AI Peekaboo will not draft the piece for you. There is no crawler log access and no built-in content generation layer, so you are pairing this with your own writing process rather than expecting the platform to hand you a brief.
| 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
Scrunch AI answers a different question than most tools on this list: not "where does my brand show up," but "what is already earning citations across my entire category." That framing is exactly the one you need before you greenlight a content calendar, and the 1,000-prompt industry library on Starter means you are not building that research from a blank page.
The page audit feature tells you which of your existing pages are citation-ready and which are not, and persona-based analysis shows whether you are missing a specific audience segment entirely. The catch is cost and access: $250/month to start, and no data export at all until you reach a custom Enterprise API, so plan on someone manually pulling findings into your brief templates.
| 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
LLMrefs
Keyword-based AI search visibility tracking across 11 engines with share of voice, citations, and unlimited agency seats
LLMrefs takes the keyword list you already maintain and turns it directly into content gap data: it flags the exact keywords where competitors are getting cited in AI answers and you are not. That is the fastest route from "here is a gap" to "here is what goes on next week's content calendar" of anything in this comparison, and it costs one flat €79/month with unlimited projects and seats.
Source and citation tracking shows you which domains and pages are actually earning authority for a given keyword, so you can hand a writer the specific format that is working rather than a vague instruction to "cover this topic better." There is no white-label client portal, which will not matter if you are an in-house team, and the API is under-documented, so budget some trial and error if you want to build custom reporting on top of it.
| Feature | All in One €79/month |
|---|---|
| AI engines tracked | 11 (ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, Grok, Copilot, Meta AI, DeepSeek, ChatGPT Search, AI Mode) |
| Max prompts tracked | 500 |
| Prompts per keyword | Auto-generated fan-out prompts |
| Projects | Unlimited |
| Team seats | Unlimited |
| Keywords per project | Subject to 500-prompt allowance |
| Geo-targeting | 50+ countries |
| Language support | 20+ languages |
| Data refresh | Weekly automated reports |
| CSV export | ✓ |
| API access | ✓ |
| Source citation tracking | ✓ |
| Content gap analysis | ✓ |
| Competitor benchmarking | ✓ |
| Priority support | ✓ |
| Custom feature requests | ✓ |
| Bonus tools included | AI crawlability checker, Reddit threads finder, LLMs.txt generator |
| Free trial | 7 days, no credit card |
- Covers 11 AI engines: ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, and DeepSeek
- Keyword-based tracking: import existing SEO keyword lists directly without prompt engineering
- Auto-generates fan-out prompts per keyword based on real user conversations
- Unlimited projects and unlimited team seats on a single €79/month subscription, listed as a limited-time price
- Geo-targeting across 50+ countries and 20+ languages
- Share of voice and position metrics aggregated across all prompts for statistical significance
- Identifies content gaps: keywords where competitors rank in AI but your brand does not
- Full source and citation tracking shows which domains carry authority in your category
- CSV export and API access included for custom reporting workflows
- 7-day free trial with no credit card required
- The €79/month price is listed as limited time only
- White-label client portal availability is unconfirmed
- API capabilities are under-documented on the public website
- Lower-priced plan availability is unconfirmed
- Track limit of 500 prompts
Profound
Enterprise AI visibility with crawler log analysis and AEO content generation
Profound's Marketing Agents are the most direct answer to "turn the gap into a draft" on this list: once its accuracy gap analysis identifies where AI models are citing incorrect, outdated, or missing information about your brand, Marketing Agents can generate AEO-optimized content aimed at closing exactly that gap, inside the same platform where you spotted it.
Getting there requires a demo call rather than self-serve sign-up, and the entry Starter plan only tracks ChatGPT, with broader engine coverage locked behind Growth and Enterprise pricing. There is no white-label delivery and it is not built for managing several client brands, so this is squarely an in-house tool for a team with the budget and headcount to run a structured programme.
| 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
Writesonic GEO
AI Search Growth Engine tracking brand visibility across 9 AI platforms with content optimization
Writesonic GEO's Action Center ranks what to fix by estimated impact, which is close to a ready-made content to-do list rather than a wall of raw citation counts you have to interpret yourself. When it flags a page that is not earning citations, you can rewrite it with the platform's own AI content tools without switching to a different login.
The tradeoff is that there is no API access at any tier, so the data is genuinely locked to the Writesonic interface, and white-label only unlocks on the $399/month Growth plan if you ever need to present this work under your own brand. At $79/month for Starter, it is a reasonable entry price if you are comfortable working entirely inside the platform.
| Feature | Starter $79/mo billed annually | Basic $199/mo billed annually | Growth $399/mo billed annually | Enterprise Custom |
|---|---|---|---|---|
| AI platforms tracked | 3 | 3 | 3 | All 9 |
| 7-day trend data | Not verified | Not verified | Not verified | Not verified |
| Action Center | Not included | Not included | Trial: 5 off-page + 5 on-page actions/mo | Full |
| AI Article Writer | 15 articles/mo | 25 articles/mo | 50 articles/mo | Custom |
| Citation management | Not verified | Not verified | Not verified | Not verified |
| Site audits | 10 audits/mo, 100 pages each | 20 audits/mo, 1,200 pages each | 50 audits/mo, 2,500 pages each | Custom |
| White label | Not verified | Not verified | Not verified | Not verified |
| API access | Not verified | Not verified | Not verified | Not verified |
- Enterprise tracks brand visibility across all 9 AI platforms, including ChatGPT, Claude, Gemini, Grok, Microsoft Copilot, Google AI Mode, and Muse Spark
- Action Center surfaces optimisation priorities ranked by estimated impact rather than leaving you to interpret raw data
- AI-powered content rewriting tools let you act on recommendations inside the platform
- Citation management shows where to build links on Reddit, YouTube, and blogs to influence AI citations
- White-label reporting is listed on custom-priced Agency Enterprise
- API plan eligibility is not publicly resolved, although official REST documentation covers GEO prompts, citations, and performance reports
- No free tier; the entry plan at $79/month billed annually is higher than some competitors
- Looker Studio, APIs, and MCP are listed as integrations, with Looker Studio included on Enterprise
- Writesonic is primarily known as a content generation platform, so GEO functionality is newer and still maturing
Otterly.AI
Track brand visibility across 4 base AI engines from $29/month, with more engines as add-ons and API and MCP support
Otterly.AI's GEO audit gives you concrete content and structural recommendations for improving citation frequency, and at $29/month for the Lite plan, it is the cheapest way for you to validate that a citation gap is real before committing serious production budget to fixing it.
Domain ranking and citation link analysis show you which competitor pages are earning citations in your category, which is a direct content-gap signal you can act on. The catch: API access and MCP integration only unlock on the $189/month Standard plan and above, so if you want this feeding into an automated workflow rather than a dashboard you check manually, budget for the upgrade.
| Feature | Lite $29/mo | Standard $189/mo | Premium $489/mo | Enterprise From €1,000/mo |
|---|---|---|---|---|
| AI models tracked | 4 base, more as paid add-ons | 4 base, more as paid add-ons | 4 base, more as paid add-ons | Contact |
| Prompts | 15 | Contact | Contact | Contact |
| Workspaces | 1 | Unlimited | Unlimited | Contact |
| GEO audit | ✓ | ✓ | ✓ | ✓ |
| Citation link analysis | ✓ | ✓ | ✓ | ✓ |
| API access | ✗ | ✓ | ✓ | ✓ |
| MCP integration | ✗ | ✓ | ✓ | ✓ |
| White label | ✗ | ✗ | ✗ | Contact |
- Cheapest paid plan in the category at $29/month with real multi-model tracking
- Covers 7 AI engines including Google AI Overviews, AI Mode, and Microsoft Copilot
- Built-in GEO audit with optimization recommendations, not just monitoring
- API access plus MCP integration on Standard and Premium plans
- Domain ranking and citation link analysis included
- API and MCP integration locked to Standard ($189/mo) and above
- Branded agency reporting relies on custom Google Looker Studio reports
- No free tier to evaluate before committing
Trakkr
AI search monitoring across ChatGPT, Claude, Gemini, and Perplexity with citation source tracking
Trakkr's free tier includes citation source tracking, which logs the exact URL an AI model cited rather than just the brand mention. For you, that is the single most actionable data point in this whole category: if a competitor's blog post is cited repeatedly for a query your own content should own, you see the exact page and can study what makes it citable.
There is no content recommendation layer built in and no white-label delivery, and coverage tops out at four models (ChatGPT, Claude, Gemini, Perplexity), missing Copilot and Google AI Mode entirely. But at $0 to start, it is the lowest-risk way to confirm a gap is worth your team's time before you commit a writer to it.
| Feature | Growth $100/mo | Scale $500/mo |
|---|---|---|
| AI models tracked | 8 | 8 |
| Brands | 1 | 10 |
| Prompts per brand | 50 | 50 |
| Monitoring frequency | Daily | Daily |
| REST API access | Not verified | ✓ |
| Looker Studio connector | Not verified | ✓ |
| White-label client portals | Not verified | ✓ |
- A 14-day trial is available with a card required
- Citation source tracking shows which URLs are cited in AI answers, not just which brands
- Competitor share-of-voice benchmarking included
- REST API access on the Scale plan
- Clear self-serve pricing with no sales call required
- The 14-day trial requires a card
- REST API access and white-label client portals are listed on the Scale plan
- Growth is limited to eight AI models, so teams needing broader coverage should confirm the model scope before choosing a plan
- Support is less mature than established enterprise platforms
- Built-in prioritized actions and step-by-step playbooks
Which AI visibility tool actually feeds your content pipeline?
None of these seven tools will write your content calendar for you, but they differ sharply in how much translation work they leave on your plate between "here is a citation gap" and "here is what to brief a writer on this week." If you want the data flowing into systems you already use, AI Peekaboo's API and Looker Studio connector do that from $30/month. If you want to understand your entire category before you write anything, Scrunch AI and LLMrefs both map citation patterns at a category or keyword level, with LLMrefs the cheaper and more keyword-native of the two. If you want the platform to actually draft something once it spots a gap, Profound's Marketing Agents and Writesonic GEO's content rewriting are the two tools built to close that loop, at the cost of a demo call for one and no API for the other. And if you just need to confirm a gap is real before you spend a writer's time on it, Trakkr's free citation source tracking and Otterly.AI's $29/month GEO audit are the lowest-risk starting points. Start with whichever matches how far you already are: validating a hunch, mapping a category, or ready to hand a writer a brief today.
Frequently asked questions
What is the best AI visibility tool for content marketing teams building an editorial calendar around AI citations?
AI Peekaboo is the strongest starting point if your priority is getting citation and share-of-voice data into the same reporting stack your editorial team already uses, since it is the only tool here with a read/write API and a Looker Studio connector on every paid plan from $30/month. If you specifically want the platform to also map what is winning citations across your whole category before you plan a calendar, pair it with Scrunch AI or LLMrefs.
Which AI visibility tool shows the actual pages AI models cite, not just brand mentions?
Trakkr, LLMrefs, and Scrunch AI all log the specific URL an AI model cited rather than a generic brand mention count. Trakkr does this on its free tier, LLMrefs ties it directly to your keyword list so you can see which competitor pages are winning a given keyword, and Scrunch AI adds a page-audit layer that tells you which of your own pages are already citation-ready.
Is there a free way to check whether a content gap in AI answers is real before writing anything?
Yes. Trakkr has a genuine free tier with citation source tracking and no credit card required, which is enough to confirm whether a competitor is being cited for a query you think you should own. Use it to validate the gap first, then move to a paid tool once you know the content is worth producing.
Which AI visibility tool actually generates content, not just data?
Profound's Marketing Agents draft AEO-optimized content directly from its gap analysis, and Writesonic GEO includes content rewriting tools tied to its Action Center recommendations. Both require you to work inside their platform: Profound requires a demo call to buy, and Writesonic GEO has no API, so the content stays inside that interface until you manually move it into your own workflow.
How much should a content team budget for AI visibility monitoring in 2026?
Entry pricing in this comparison ranges from free (Trakkr) to $250/month (Scrunch AI Starter), with AI Peekaboo, Profound, and Otterly.AI all under $100/month to start. The real budget question for you is not the entry price, it is whether the tier you can afford actually surfaces gap-level data you can brief from, or just a brand mention count you still have to interpret yourself.
Can I track category-wide citation patterns instead of just my own brand?
Scrunch AI is built specifically for this: it maps which prompts drive citations across your entire category using a 1,000-prompt industry library, before narrowing down to your own brand's performance within that landscape. It is also the most expensive tool in this comparison at $250/month to start, so weigh that against how much category-level research you actually need versus brand-level tracking.
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