--- title: 'Kite vs Semrush AI Visibility Toolkit: An AI marketer that closes the gaps, not a toolkit that reports them' description: 'Semrush''s AI Visibility Toolkit reports how AI answers mention your brand so your team can act on it, while Kite is an AI marketer that tracks those answers and then does the work that gets you named: the pages, the site fixes, and the pitches.' slug: /compare/kite-vs-semrush-ai-visibility-toolkit page_type: comparison primary_question: How does Kite compare with the Semrush AI Visibility Toolkit for improving your visibility in AI answers? entity: Kite category: AI marketing agent competitor: Semrush AI Visibility Toolkit competitor_domain: semrush.com author: Devon Wells and Kite date_published: '2026-11-09' date_modified: '2026-11-09' last_verified: '2026-10-30' --- # Kite vs Semrush AI Visibility Toolkit: An AI marketer that closes the gaps, not a toolkit that reports them Semrush's AI Visibility Toolkit measures how ChatGPT, Gemini, Perplexity, and Google's AI answers talk about your brand, and which competitors they recommend instead. It's built for SEO teams that already work in Semrush and do their own optimization. Kite is an AI marketer: it tracks the same kinds of answers, then writes and publishes the pages, site fixes, and pitches that get you named, and checks a month later whether they worked. If you need the measurement, Semrush gives you that. If you need the work done, that's Kite. Last verified October 2026 [Get started for free](/welcome?src=kite-vs-semrush-ai-visibility-toolkit-hero-add-to-slack) · [See how Kite works](/product-marketing) --- ## Key Takeaways - Semrush's AI Visibility Toolkit reports on your brand in AI answers: an AI Visibility Score from 0 to 100, the prompts where competitors are named and you aren't, prompt research, sentiment, and daily tracking of the prompts you choose. Kite tracks AI answers as one part of handling your marketing. - Semrush's own getting-started guide says the optimization work after its reports "often happens manually or with the help of other Semrush toolkits." Kite does that work itself: it writes the pages and fixes, publishes them once you approve, and returns the live URL. - About four weeks after each change goes live, Kite checks whether the questions it targeted name you more often, and it plans the next round of work from what it learns. - The toolkit costs $99 a month for 25 tracked prompts, plus another $99 license for each teammate. Kite has a free plan, and Growth is $100 a month for your whole team. - Choose Semrush if your SEO team does its own optimization and wants AI search data inside Semrush. Choose Kite if you need someone to do the work the data points to. ## The marketer that acts on your AI answers ### Kite Kite is a marketing expert that does the work, not only the analysis. Before you write it a brief, Kite reads your website, studies your competitors, and works out the questions your buyers ask AI assistants. For your AI visibility, Kite: - asks those questions in ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode - reads the pages each answer cites, so it can see why a competitor gets recommended instead of you - writes new pages and refreshes old ones in your brand voice, then publishes them to your site - updates the structured data, `llms.txt` file, and crawler rules that decide what AI can read - pitches the roundups and review sites that the answers already trust AI visibility is one of many jobs Kite handles. It also builds and hosts websites, runs outbound email, writes social posts, and researches your competitors' ads. You can work with Kite in your browser or in Slack, and your whole team works with one Kite that knows your business. Choose Kite when you want an expert to improve your AI visibility and handle the rest of your marketing, rather than another report to work through. Acts on what AI answers say · Publishes to your site · Whole team, one plan ## The AI search reports inside Semrush ### Semrush AI Visibility Toolkit The AI Visibility Toolkit adds AI search to Semrush, the platform many SEO teams already use for keyword research, rank tracking, and site audits. Semrush built it for small businesses, agencies, and mid-market companies, and it includes six reports: - Visibility Overview, with an AI Visibility Score from 0 to 100 that compares how often AI answers mention you with the median for your top competitors, which Semrush identifies for you - Competitor Research, which compares you with up to four competitors and lists the prompts and topics where they're mentioned and you aren't - Prompt Research, which works like keyword research for AI, with estimated topic volume and intent - Brand Performance, which reports your share of voice, sentiment, and the cited sites and narratives shaping how AI describes you, refreshed weekly - Prompt Tracking, which checks the prompts you choose every day in ChatGPT, Google AI Mode, and Gemini - AI Search Site Audit, which flags pages AI crawlers can't reach, a missing `llms.txt` file, and other technical blockers The reports include AI-generated recommendations, and they feed Semrush's My Reports tool for scheduled and white-label reports. Choose the Semrush AI Visibility Toolkit when you have an SEO team that already works in Semrush, does its own optimization, and wants AI search measured next to its Google rankings. Part of the Semrush platform · Detailed AI search reports · Your team does the optimization --- ## Kite and Semrush AI Visibility Toolkit, side by side | | Kite | Semrush AI Visibility Toolkit | | --- | --- | --- | | What it is | Kite is your AI marketer. It researches your business, builds a growth strategy, and ships the work that brings you new customers. | An add-on to the Semrush platform that measures how AI platforms mention, describe, and cite your brand against your competitors.¹ | | Who initiates work | Kite does (or you do). It chooses the questions to track from its research on your business, adds each gap it finds to your plan as a new page, a refresh, a site fix, or a pitch, and starts the work. You can also give Kite any task or goal. | You do. You enter your domain, add up to four competitors, and choose the prompts to track. The reports include AI-generated recommendations, and you decide what to do with them.² | | AI answer tracking | ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode, daily, weekly, or monthly. For each question, Kite records whether you appear, which competitors appear, and which pages the answer cites, and it measures your share of voice. | Daily Prompt Tracking in ChatGPT, Google AI Mode, and Gemini for 25 prompts on the toolkit. Visibility Overview and Competitor Research cover ChatGPT, Gemini, Perplexity, and Google's AI answers, refreshed daily, and Brand Performance refreshes weekly.¹ | | Site checks for AI crawlers | Kite's AI-agent readiness scan runs 24 checks across crawl access, content, structured data, AI guidance such as `llms.txt`, and brand presence. It scores your site out of 100 and ranks the fixes by the points each would recover. On a site Kite hosts, it makes the fixes itself. | AI Search Health in Site Audit checks whether AI crawlers can reach your pages and flags issues such as a missing `llms.txt` file or pages blocked in `robots.txt`, with a prioritized list of fixes. The toolkit covers up to 100 pages.¹ ² | | Work completed | New pages, blog posts, comparison pages, and refreshes written in your brand voice, published to the site Kite hosts or to your Webflow, Contentful, Storyblok, Sanity, or Payload site, with the live URL returned. Structured data, `llms.txt`, crawler rules, and internal links. Pitches to the sites AI answers cite. | Reports, scores, recommendations, CSV and PDF exports, and shareable dashboards. Semrush's guide says the optimization work happens manually or in other Semrush toolkits. Its separate Content Toolkit can write articles and publish them to WordPress.² ³ | | After it ships | About four weeks after each change goes live, Kite compares how often the targeted questions named you before and after, and records whether the change is bigger than the normal swing in AI answers. The result shapes Kite's next plan. | Prompt Tracking re-checks your prompts every day and shows visibility and average position next to your Google rankings. Semrush suggests testing a change by hand in an incognito browser before you add it to tracking.² | | Marketing beyond AI search | Kite also builds and hosts websites, runs A/B tests on sites it hosts, builds lead lists with Apollo, Crustdata, and PredictLeads, sends outbound email, writes social posts, and researches competitor ads. DataForSEO adds keyword rankings and search volume. These come with Kite. | Semrush sells other jobs as separate toolkits, including SEO, Content, Local, Advertising, AI PR, and Social, each with its own price. Each is a tool your team works in.³ | | Team and clients | One Kite and one shared knowledge base for your whole team, holding your positioning, brand voice, competitors, and every result so far. An agency can run a separate Kite team for each client and switch between them. | Each teammate needs their own toolkit license. Brand Performance reports are shared with licensed teammates, and other data moves by export or through My Reports. Each extra Brand Performance domain is an added cost.¹ | | Pricing | Per workspace, not per seat. Free plan with included usage, Growth at $100 a month with $100 in AI credits, Business custom.⁴ | $99 a month for 1 project, 1 Brand Performance domain, 25 tracked prompts, and AI search checks on 100 pages. Each extra teammate or domain is $99 a month, and 50 more prompts are $60. Semrush One bundles SEO and AI visibility from $199 a month, or $165.17 a month billed annually, with 50 prompts.¹ ⁵ | | Security | Built by Appsmith, a SOC 2 Type II certified company. Every site Kite builds runs in its own isolated sandbox with its own database.⁶ | Single sign-on through SAML, two-factor sign-in, encryption in transit and AES-256 encryption at rest, and a PCI DSS Level 1 certificate.⁷ | ¹ semrush.com/kb/1493-ai-visibility-toolkit and semrush.com/solutions/ai-visibility, October 2026. ² semrush.com/kb/1496-getting-started-with-ai-visibility-toolkit and semrush.com/features/ai-visibility, October 2026. ³ semrush.com, semrush.com/kb/812-content-toolkit, and semrush.com/kb/1565-how-to-use-the-content-toolkit-plugin-on-wordpress, October 2026. ⁴ kite.ai/pricing, October 2026. ⁵ semrush.com/pricing, October 2026, in US dollars, billed monthly unless noted. ⁶ Appsmith SOC 2 Type II, report available at security.appsmith.com. ⁷ semrush.com/company/security, October 2026. --- ## Semrush shows you the gap. Kite closes it. The deciding difference is what happens after the report. Semrush's own getting-started guide says the optimization work "often happens manually or with the help of other Semrush toolkits," and Kite does that work itself. Most AIs wait for instructions. Kite finds what needs doing and does it. Say you sell booking software for independent yoga studios, and studio owners ask ChatGPT and Perplexity, "What's the best booking app for a small yoga studio?" The answers keep recommending two competitors, and they keep citing a roundup on a fitness business blog. Here's what Kite does about it: - notices you're missing from that question and from the related questions it tracks - reads the roundup and both competitors' pages to find what they say that your site doesn't - writes a comparison page and a refresh of your pricing page in your brand voice, with structured data - shows you a preview, publishes both pages to your Webflow site when you approve, and sends you the live URLs - writes a pitch to the editor of the fitness blog's roundup Semrush would surface the same gap. Competitor Research would list the prompt, and the Narrative Drivers report would show the fitness blog among the top cited domains. From there, the next steps belong to your team. Someone writes the pages, or drafts them in Semrush's Content Toolkit, which publishes to WordPress. Someone pitches the editor, or works through the AI PR Toolkit. And Semrush suggests checking whether the change worked by asking ChatGPT yourself in an incognito browser before you add the prompt to tracking. That's a good fit for an SEO team with writers on staff. If you don't have that team, Kite is the writer, the web editor, and the person sending the pitch. ## Semrush sells a toolkit for each job. Kite does every job. Semrush divides marketing into separate toolkits that your team operates, while Kite is one AI marketer that comes with its research tools and uses them for you. Getting recommended in AI answers rarely depends on one channel. The page has to exist, the roundup editor has to hear from you, and the buyers who click through have to find a reason to sign up. In Semrush, those jobs live in different toolkits: the AI Visibility Toolkit finds the gap, the Content Toolkit drafts the article, and the AI PR Toolkit finds the outlets. Each is bought on its own, and someone on your team works in each one. Kite handles all of that as one job. It writes the page and publishes it. It finds the editor's contact and writes the pitch. When buyers start arriving from AI answers, it can test a new headline on a page it hosts and tell you which version earned more signups. And when you're launching something, the same Kite builds the prospect list with Apollo, writes each email from research on the company, and sends it from your team's Kite address. Those research tools, including Apollo, Crustdata, PredictLeads, DataForSEO, and Exa, come with Kite, so there's no separate account to buy. Kite has more than 20 built-in data sources, and when a job needs one of your own accounts, such as your CRM or your ad platform, it connects to more than 2,300 other apps. Your team shares that work, too. Semrush licenses the AI Visibility Toolkit person by person, and only the Brand Performance reports are shared automatically between licensed teammates. Everyone on your team works with the same Kite, and everything it learns about your business goes into one knowledge base. ## Semrush tracks your score. Kite learns which work moved it. Kite links every change it ships to the questions that change was meant to win, so over time it learns what actually gets your business named in AI answers. About four weeks after a page, refresh, or fix goes live, Kite compares how often its target questions named you in the four weeks before and the four weeks after. It records whether the difference is bigger than the normal day-to-day swing in AI answers, or too small to call. That result goes into Kite's knowledge of your business, so the next plan builds on what has worked for you rather than on general advice. Add Kite to Slack, and it also tells your team when your AI visibility changes. Semrush's Prompt Tracking shows the daily visibility and average position of the prompts you added, and the AI Visibility Score rises and falls with your mentions. Semrush's guide describes those reports as the way to measure the impact of your optimization, so your team reads the trend against the dates of its own changes and decides what to try next. ## When to choose Kite vs. Semrush AI Visibility Toolkit ### Choose Kite if: - You want the pages, site fixes, and pitches done, not listed as recommendations. - Nobody on your team has time to turn an AI visibility report into published work. - You want each change checked against the questions it was meant to win. - You want AI visibility handled by the same AI marketer that runs your website, email, and social work. - You want your whole team on one plan, without a license for each person. ### Choose Semrush AI Visibility Toolkit if: - You have an SEO or content team that does its own optimization and wants AI search data next to its Google rankings in Semrush. - You want prompt research with estimated topic volume and intent across dozens of countries. - You want Brand Performance reports on how AI describes you in a specific city, region, or language. - You're an agency that sends clients scheduled, white-label reports. The two also work side by side: your SEO team keeps Semrush for research and client reporting, and Kite does the work and checks the results. ## FAQ ### How do I improve my AI visibility once Semrush shows the gaps? You do the work the reports point to: publish the pages AI answers are missing, fix what blocks AI crawlers, and get mentioned on the sites the answers cite. Kite does that work for you. If you already have Semrush reports, export the Competitor Research results as a CSV file and share it with Kite. Kite will start from those gaps, check them against its own tracking, and come back with the first pages worth publishing. ### Is there a free way to check my AI visibility? Yes. Kite's free [AI visibility checker](/ai-visibility-checker) asks ChatGPT, Gemini, Perplexity, and Claude the questions your customers ask. In about 45 seconds, it shows whether they recommend you and who they recommend instead. It's free and doesn't need an account. ### How does Kite measure AI visibility? For every question it tracks, Kite records whether your brand appears, which competitors appear, and which pages the answer cites. From those answers, it measures your rank, your visibility, and your share of voice against competing brands. Its AI-agent readiness scan adds a separate score out of 100 for how well AI can find and use your site. ### What does Kite cost compared with the Semrush AI Visibility Toolkit? Kite is priced per workspace, so adding teammates doesn't change the price. There's a free plan with included usage, Growth is $100 a month with $100 in AI credits, and Business is custom. The Semrush toolkit is $99 a month for one user, and each extra teammate needs another $99 license. ### What does Kite publish without asking? Kite asks before anything public goes out: a new page, an email, or a social post. You approve it with a button or a reply, in the Kite web app or in Slack. Research, tracking, and drafting go ahead without waiting for you, and you can give Kite more freedom as you come to trust its work. ### When is the Semrush AI Visibility Toolkit the better choice? The Semrush toolkit is the better choice when your company already has an SEO team that works in Semrush and wants more AI search data, not more hands. Its prompt research, location-level brand reports, and white-label client reporting are built for that team. If you need the work itself done, that's Kite. The guide to the [best AI visibility tools for small teams](/blog/best-ai-visibility-tools-for-small-teams.md) compares the wider field. --- ## Semrush reports the gap. Kite gets you named. Start with the free [AI visibility checker](/ai-visibility-checker) to see who ChatGPT, Gemini, Perplexity, and Claude recommend today. Then add Kite, and it will choose the questions your buyers ask, track them, and come back with the first pages worth publishing. [Get started for free](/welcome?src=kite-vs-semrush-ai-visibility-toolkit-close-add-to-slack) · [See pricing](/pricing) Free plan, no card required · Whole team, one plan · Built by a SOC 2 Type II certified company