Best AI Visibility Tools (2026): Top 10 Compared
Compare buyer fit, pricing notes and trade-offs. How entries are ordered.
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| Vendor | Consider for | Pricing notes | Standout |
|---|---|---|---|
| Profoundenterprise | Brands wanting daily prompt tracking plus log-based AI crawler data | Starter $99/mo (50 prompts); Growth $399/mo (3 engines, 100 prompts); Enterprise custom (checked Sep 2026) | Agent Analytics reads server or CDN logs via Cloudflare, Vercel, Fastly and others |
| ZipTiesmb | SEO teams wanting a low-cost AI Overviews, ChatGPT and Perplexity tracker | Basic $69/mo (500 checks), Standard $99 (1,000), Pro $159 (2,000); yearly saves 15% (checked Sep 2026) | Each check covers AI Overviews, ChatGPT and Perplexity together |
| Peec AImid-market | Teams wanting unlimited users and cited-domain analysis | Starter 50, Pro 150, Advanced 350 prompts; monthly figures did not render in checked copy (checked Sep 2026) | Billed unit defined: one answer is one chat result per model |
| Semrush AI Visibility Toolkitmid-market | Semrush users adding AI share of voice beside SEO data | $99/mo, 25 prompts, no free trial; extra user or domain $99 each (checked Sep 2026) | Prompt Research reports volume, difficulty and intent per topic |
| Goodiemid-market | Brands tying AI visibility to GA revenue and SKU-level shopping | Core $399/mo (100 prompts, 3 seats); Pro $999/mo (250 prompts); Enterprise quoted (checked Sep 2026) | Higher tiers track shopping assistants, including Alexa and Sparky |
| Scrunch AImid-market | Brands segmenting prompts by persona and funnel stage | Core $250/mo (125 prompts, 4 LLMs, 5 seats); Enterprise custom (checked Sep 2026) | Persona and funnel-stage segmentation on the entry plan |
| Knowatoasmb | Smaller teams tracking competitor gaps across several sites | Starter $59/mo (3 services); Growth $199/mo (7 services, API, MCP); Enterprise custom (checked Sep 2026) | Unlimited sites share one question allowance |
| Otterly.AIsmb | Solo marketers and agencies wanting a low entry price | Lite $29/mo (15 prompts), Standard $189 (100), Premium $489 (400); extra 100 prompts $99 (checked Sep 2026) | Link citation and domain ranking reports from the Lite plan |
| Ahrefs Brand Radarmid-market | SEO teams benchmarking share of voice on a pre-built prompt index | Custom prompts $50–$250/mo (2,500–25,000 checks); $699/mo all models; listed on Standard $249/mo (checked Sep 2026) | Index of more than 464 million search-backed prompts |
| LLMrefssmb | SEO teams and agencies tracking keywords, not single prompts | All in One $79/mo (limited time), 500 prompts, all listed engines, 7-day trial (checked Sep 2026) | Generates fan-out prompts per keyword and aggregates share of voice |
These comparisons draw on public product information, not hands-on testing of every tool. Source records identify available references and checks; missing evidence is marked. Buyer fit is an editorial assessment, not a measured performance score. How to use this research.
AI visibility tools measure how a brand appears inside answers from ChatGPT, Perplexity, Gemini, Copilot, Claude and Google’s AI Overviews and AI Mode. They run a fixed set of prompts on a schedule, store every answer and report mentions, share of voice against named competitors, sentiment, position in the answer and the source URLs each engine cited. The category grew out of rank tracking, and the pricing unit reflects that: plans are sold by prompts, checks or analysed answers per month, then by the number of engines and countries covered.
The market splits three ways. Dedicated trackers such as Profound, Peec AI, Scrunch AI, Otterly.AI, ZipTie, Knowatoa and LLMrefs sell visibility monitoring as the core product. Goodie pairs tracking with content actions and revenue attribution. Semrush and Ahrefs sell AI visibility as a module beside established SEO data. Differences that matter in evaluation are engine coverage per tier, whether cited-source and crawler reporting are included, and how the billed unit is counted.
Vendor details and trade-offs
Profound
enterpriseProfound measures AI visibility by running structured prompts across answer engines daily and recording where a brand appears, which sources are cited, the sentiment of the answer and how competitors are positioned. The pricing FAQ states that the prompt set begins from an industry recommendation that the customer can edit, disable or add to, and that the vendor notifies accounts as they approach the prompt limit.
The Enterprise tier lists capability for ChatGPT, Perplexity, Google AI Mode, Gemini, Microsoft Copilot, Grok, DeepSeek, Claude and Google AI Overviews. Beyond monitoring, Profound Agents run content tasks on a credit model, with an estimated credit cost shown before each run. The developer documentation covers Agent Analytics, which receives request logs from CDNs, hosting platforms, WordPress, Shopify and Adobe Experience Manager to show how AI crawlers and assistants read a site.
Potential strengths
- Pricing states prompts and monthly analysed responses per tier, so sampling depth is visible before purchase
- Prompt sets start from an industry recommendation and can be edited, disabled or extended
Trade-offs
- Tracking beyond three engines and more than one company sits on the custom Enterprise plan
- Agent credits for content work are consumption-based, and higher allowances require an Enterprise package
- Product reference
- Product documentation
- Pricing source
- Billing terms: Per month on Starter and Growth; Enterprise quoted
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
ZipTie
smbZipTie began as a tracker for Google AI Overviews and now describes itself as an AI search intelligence tool covering Google AI Overviews, ChatGPT and Perplexity. The product page groups the work into monitoring brand and product presence, identifying competitors that appear in AI answers, and content optimisation guidance for pages that should be cited.
Usage is metered in AI search checks. The pricing page states that every check returns data from all three engines, which makes the allowance simpler to reason about than per-engine prompt counts. Each tier also carries a monthly allowance of AI data summaries and content optimisations, rising from 5 and 10 on Basic to 100 and 200 on Pro. Available countries are listed individually, including the United States, United Kingdom, Germany, India, Japan and Australia. Custom plans are offered on request.
Potential strengths
- The published rate card is among the lowest entry points for three-engine tracking in this comparison
- Content optimisation and AI data summary allowances are stated per tier alongside the check allowance
Trade-offs
- Coverage is limited to three engines, with no stated tracking of Gemini, Copilot or Claude
- Every published plan includes one seat, and tracking is available in 14 listed countries
- Product reference
- Pricing source
- Billing terms: Per month or per year, metered by AI search checks per month
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Peec AI
mid-marketPeec AI presents itself as AI search analytics for marketing teams and agencies. Tracking is organised around prompts, which can be discovered, imported in bulk, generated from keywords and grouped by topic, tag, persona and intent. The measurement layer covers brand analytics, local visibility, AI shopping, source analytics with fan-out and retrieval views, and brand perception scoring by attribute.
Reporting features on the plan comparison include visibility lift analysis, custom tables, agent analytics fed from CDN and log providers, a crawlability audit, AI referral tracking and shareable dashboards; Looker Studio integration appears from Advanced. Sub-brands can be tracked separately, and agency accounts include this by default. Share of voice is expressed through brand visibility against named competitors, with citations traced to the source URLs each model relied on.
Potential strengths
- Unlimited users are listed from the Starter tier, so access does not scale with seat count
- Source analytics, fan-out overview and source classification show which domains feed the answers being tracked
Trade-offs
- API access and SSO are listed only on the Annual plan
- Each self-serve tier includes three chosen models, and further models are an additional charge per plan
- Product reference
- Pricing source
- Billing terms: Tiered by prompts and projects; additional models priced per plan; Annual plan quoted
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Semrush AI Visibility Toolkit
mid-marketSemrush sells its AI visibility capability as a separate toolkit, documented in its knowledge base as built for SMBs, agencies and mid-market companies. The Visibility Overview gives any brand an AI Visibility Score worldwide or by region, and Competitor Research shows the prompts and topics where competitors are cited and the brand is not.
Prompt Tracking monitors named prompts daily on platforms including Google AI Mode and ChatGPT, so a sudden drop can be caught and tied to a change. Brand Performance covers share of voice, sentiment and key narratives, with AI-generated recommendations. The toolkit connects to Site Audit through AI search checks for crawler access, and exports are capped at ten CSV files a day. Corporate accounts share access by buying a licence per sub-user, each with a separate set of Brand Performance reports.
Potential strengths
- Brand Performance reports share of voice, sentiment and the narratives shaping a brand against competitors
- The AI Search Health check in Site Audit flags pages that may block AI crawlers
Trade-offs
- Only 25 prompts are tracked daily at the base price, which is small for a multi-product brand
- Access for each additional team member requires a separate $99 licence
- Product reference
- Product documentation
- Billing terms: Per month; added to an annual subscription as a one-time prorated charge aligned to the renewal date
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Goodie
mid-marketGoodie describes itself as an end-to-end answer engine optimisation platform organised in four stages: research, monitor, act and measure. The monitoring stage tracks mentions, citations, sentiment and competitive share, and the pricing page states daily data collection with an all-time lookback on every plan.
Coverage widens by tier: Core tracks ChatGPT, AI Overviews, Perplexity, AI Mode and Copilot; Pro adds Gemini and shopping assistants; Enterprise extends to Claude, Meta AI, DeepSeek and Grok. Country and language limits also rise by tier, from two each on Core to eight or more on Enterprise. Beyond monitoring, the platform lists prompt research with volume patterns, prioritised optimisation actions, a content studio, an agent experience suite for crawler access, and an agentic commerce suite for product visibility in AI shopping answers.
Potential strengths
- Revenue attribution through Google Analytics is listed from the Core plan
- An MCP server is included on every brand plan
Trade-offs
- The entry price is higher than most self-serve trackers in this comparison
- Gemini and SKU-level commerce visibility start on Pro at $999 per month
- Product reference
- Pricing source
- Billing terms: Monthly, or billed annually with two months free; agency plans billed quarterly or annually
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Scrunch AI
mid-marketScrunch groups its product into monitoring and insights on one side and agent experience on the other. Monitoring and citations show how a brand appears in AI answers, insights turn that into recommendations, and a shopping view reports AI search performance at product level. An AI search trends feature tracks emerging topics.
The pricing comparison lists what the Core plan monitors: ChatGPT, Perplexity, Google AI Overviews and Copilot, 125 prompts, one country, three personas, two languages and five competitors, with citation sources, funnel stages and prompt management included. The analysis layer adds site audits, a 25-page site map, AI agent traffic and sentiment. The Agent Experience Platform, which detects AI agents at the edge and serves them optimised content, is an Enterprise capability.
Potential strengths
- Citation and source reporting, sentiment and AI bot traffic are included on Core
- Enterprise lists nine models including Claude, Gemini, Meta AI and Grok
Trade-offs
- Core covers one country and query fan-out is marked limited
- Looker Studio, API and MCP access are listed only on Enterprise
- Product reference
- Pricing source
- Billing terms: Per month on Core; Enterprise quoted
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Knowatoa
smbKnowatoa describes its work as six weekly jobs around AI search visibility. It shows which URLs AI answers already cite for a brand and which cited domains dominate a category, runs head-to-head gap analysis against a named competitor to separate competitor-only, shared and unique questions, and sends a weekly digest of what changed.
The pricing FAQ explains the data model: a question is what a person types into an AI search service, an answer is the returned text with its sources, and insights are derived from those answers. The vendor states it queries the default and most popular model for each service, since that is what most users see. Content agents draft articles against identified gaps for review. Brand sentiment alerts and competitor gap reporting appear on every plan.
Potential strengths
- Product names, executives and events can be attached to one brand as tracked terms
- Language and location can be set at account, site and question level
Trade-offs
- Starter covers three services, and Claude, Gemini and similar engines require Growth
- The reporting stack, including the API, is not available on Starter
- Product reference
- Pricing source
- Billing terms: Per month, cancel anytime; annual pricing available; Enterprise quoted
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Otterly.AI
smbOtterly.AI positions itself as a content intelligence platform for AI search, running from prompt research through monitoring to optimisation. The monitoring side reports brand mentions and website citations across ChatGPT, Google AI Overviews, Perplexity, AI Mode, Gemini and Copilot, with an average brand position and a Brand Visibility Index for comparing share of voice against competitors.
Every paid plan includes the AI prompt research tool, multi-country support across more than 50 markets, domain ranking, link citation analysis and a generative engine optimisation audit, with the monthly URL audit allowance rising by tier. Standard adds a Looker Studio connector, 2,000 API and 2,000 MCP requests a month and agent analytics events. The custom plan adds single sign-on, custom payment terms, a quarterly health check and a dedicated customer success manager.
Potential strengths
- Unlimited team members are listed on self-serve plans
- Standard adds API and MCP access with stated monthly request allowances
Trade-offs
- Lite includes 15 prompts, which covers little beyond a handful of brand and category questions
- Three engines are paid add-ons rather than included
- Product reference
- Pricing source
- Billing terms: Monthly or annual; prompt blocks added at $99 per 100
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Ahrefs Brand Radar
mid-marketAhrefs Brand Radar tracks AI visibility in two ways. The AI Visibility Index maps how brands appear across responses Ahrefs has already collected, built by expanding keyword data into natural questions and running them through AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini and Copilot. Custom Prompts cover the specific buyer questions a team defines, run as often as daily.
Visibility is calculated from mentions in answer text and citations to a brand's pages, then expressed as AI share of voice and impressions weighted by search volume. The product page adds AI analytics showing which pages AI platforms send traffic and crawlers to, and source research across YouTube and Reddit results. The vendor notes the index works best for established brands, and recommends custom prompts where search volume is low.
Potential strengths
- Metrics are defined on the product page: mentions, citations, AI share of voice and estimated impressions
- Fan-out queries generated by AI platforms can be inspected to locate content gaps
Trade-offs
- The index is re-tested monthly on a 90-day window and is stated to favour brands with search demand
- Cost is spread across a base Ahrefs plan and separate prompt packages, which takes some work to total
- Product reference
- Pricing source
- Billing terms: Monthly add-on packages by check volume; annual Ahrefs plans save up to 17%
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
LLMrefs
smbLLMrefs takes a keyword-first approach to AI visibility. Instead of asking teams to write prompts, it accepts SEO keyword lists and generates fan-out prompts based on conversations users have with AI chatbots, then aggregates the answers per keyword. The vendor states results are weighted across every prompt to reach a statistically significant brand ranking per keyword.
Output is expressed as share of voice and average position for each brand against competitors, with the full set of source URLs that engines cite filterable for content and outreach work. Listed engines include ChatGPT, ChatGPT Search, AI Overviews, AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI and DeepSeek. The plan also bundles monthly prompt volume estimates, an AI crawlability checker, a Reddit thread finder and an llms.txt generator.
Potential strengths
- Unlimited projects and domains sit on one subscription, which suits agencies
- Geo-targeting is listed for more than 50 countries and 20 languages
Trade-offs
- Reports are refreshed weekly rather than daily
- The single published price is labelled limited time, so the ongoing rate may change
- Product reference
- Pricing source
- Billing terms: Per month, cancel anytime
- Source review: checked Sep 22, 2026
- Vendor confirmation: not confirmed
Frequently asked questions
What do AI visibility tools measure?
AI visibility tools run a defined set of prompts or keywords through answer engines such as ChatGPT, Perplexity, Gemini and Google AI Overviews, store the answers and report how often a brand is mentioned, which of its pages are cited, how it is described and how it compares with named competitors. The common outputs are a visibility or share-of-voice figure, sentiment, average position in the answer and a list of cited source domains.
How is AI share of voice calculated?
Definitions differ by vendor, so the method should be checked on each product page. Ahrefs describes AI share of voice as the percentage of responses within a topic set that mention or cite a brand against competitors. LLMrefs aggregates share of voice and position across generated prompts per keyword. Semrush reports share of voice inside Brand Performance. Comparing figures across tools is unreliable unless the prompt set and engines are the same.
How many prompts does a team need to track?
Allowances in this comparison range from 15 prompts on the Otterly.AI Lite plan to several hundred on mid-tier plans, and 500 on LLMrefs. A single-product brand can cover its category, comparison and pricing questions with a few dozen prompts. A brand with several product lines, regions or personas multiplies that number quickly, because each combination is tracked separately and billed against the same allowance.
Why do answers change from day to day?
Answer engines are non-deterministic and their underlying models and retrieval indexes are updated frequently, so the same prompt can return different brands and sources on consecutive days. This is why most tools sample prompts daily and report trends rather than single results. Knowatoa's pricing FAQ gives model updates as the reason for daily collection, and Peec AI counts each model's answer to each prompt as a separate data point.
Which answer engines should be tracked?
Coverage varies by plan more than by vendor. Entry tiers commonly include ChatGPT, Perplexity and Google AI Overviews; Copilot, AI Mode, Gemini, Claude, Grok, Meta AI and DeepSeek are often reserved for higher tiers or sold as add-ons. Buyers should list the engines their customers actually use, then check the plan that includes all of them, since that plan is the realistic cost.
Do AI visibility tools show which sources answer engines cite?
Most tools in this comparison report cited sources. Otterly.AI lists Link Citations Analysis from its Lite plan, Scrunch AI includes citations and sources on Core, Peec AI offers source analytics with fan-out and retrieval views, and Knowatoa reports the domains AI models cite most. Source reporting is often the most actionable output, because it shows which third-party pages shape answers in a category.
How is AI visibility tracking different from AI crawler analytics?
Visibility tracking samples what answer engines say to users. Crawler or agent analytics reads a site's own server or CDN logs to show which AI bots visit and which pages they fetch. Profound documents log integrations for Cloudflare, Vercel, CloudFront, Fastly and Akamai, and Peec AI, Otterly.AI and Scrunch AI list agent or bot traffic features. The two views answer different questions and are often used together.
Are free trials available for AI visibility tools?
Several vendors publish trials. ZipTie offers 14 days with 75 checks, Goodie a 7-day trial on Core, Scrunch AI a 7-day trial on Core and LLMrefs a 7-day trial. Semrush states that its AI Visibility Toolkit has no free trial. Because visibility data needs several weeks to show a trend, a short trial is better used to check engine coverage and reporting than to judge results.
Suggest a vendor or correction
Send factual corrections to editorial@statwharf.com. Corrections are free. For inclusion or placement enquiries, contact partnerships.
First published September 2026. Page update dates reflect editorial changes, not a fresh check of every vendor.