Knownwise
Knownwise helps brands and marketing teams track how ChatGPT, Claude, Gemini, and Perplexity answer buyer questions about their category. Its dashboard records brand mentions, competitor recommendations, answer position, sentiment, and cited sources, making it possible to compare visibility across AI assistants over time. Users can run a free site audit that scores AI readiness and highlights issues affecting how assistants read and cite a website. Paid plans schedule recurring answer tracking across all four assistants, with plan-based prompt and answer limits, alerts, and analytics connections. On eligible plans, an agent can prepare website fixes as GitHub pull requests for review; users approve changes before they go live. The service also offers a free brand check and audit for evaluating AI search visibility.
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Citlyze
Citlyze is an AI visibility platform that shows how AI answer engines like ChatGPT, Gemini, Perplexity, and Grok describe, cite, and rank your brand. Track the buyer prompts that matter on a daily schedule, see whether your brand is mentioned or recommended, and measure visibility against competitors over time. Citation tracking reveals which URLs and domains AI engines quote when answering — including owned vs. competitor citation share — so you know which sources are doing the convincing. AI crawler tracking shows which bots (GPTBot, ClaudeBot, PerplexityBot, and more) visit your site, while GEO audits check whether answer engines can access and read your pages. Content agents turn visibility gaps into reviewable article drafts grounded in the sources AI already cites. Share progress with scheduled reports by email, Slack, or Teams, plus CSV exports and a read-only API. Built for marketing and SEO teams, and for agencies managing AI search visibility across client brands.
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Ossvy
Ossvy is a web-based AI search visibility platform for marketing and SEO teams, agencies, and organizations monitoring how brands appear in AI assistant responses. It runs buyer prompts across services such as ChatGPT, Gemini, Claude, Perplexity, Microsoft Copilot, and Grok, then records mentions, positions, citations, sentiment, and competitor share of voice over time. Dashboards and reports help teams review the sources behind responses and identify visibility gaps. Ossvy also provides prioritized content, FAQ, and structured-data recommendations, with publishing workflows for Webflow and WordPress. Agencies can manage client projects and create white-label reports. Plans vary by tracked prompt volume, AI engines, markets, team seats, and features; API access is listed for certain higher-tier plans. The service is delivered through a web app.
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Contentstack Canoe
Contentstack Canoe is a web-based AI visibility monitor for marketing, SEO and content teams and agencies tracking how AI search tools describe and recommend their brands. Users enter a website domain, then review a generated brand profile, products, competitors, personas, and buyer questions before creating monitors. Contentstack Canoe sends questions to ChatGPT, Gemini, Perplexity, and Claude according to plan, with web search enabled, and reports brand mentions, visibility, rankings, sentiment, competitor comparisons, cited sources, and ranked recommendations. Scheduled and on-demand reports support repeat measurement, and a site audit assesses whether AI crawlers can read the website. Contentstack Canoe works without installing software or changing the site and does not require Contentstack CMS. A free plan covers ChatGPT and Gemini; Growth adds all four engines, API and MCP access, and higher monitoring limits.
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