Rank tracking & index quality — found from sitemap — Lumar

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• AI visibility platform Report an error

  “AI Visibility tools in Lumar track your brand’s AI presence, sentiment, and citations across the AI models your buyers are using today — and tells you exactly what to do about the gaps.”

• Tracked AI models Report an error

  “Track where your brand appears across ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode, and Claude — and understand how it’s being represented.”

• Custom prompts Report an error

  “Configure custom prompts to track across AI models”

• AI visibility score Report an error

  “Track your AI Visibility Score”

• Brand sentiment monitoring Report an error

  “Monitor brand sentiment in AI answers”

• Competitor benchmarking Report an error

  “Benchmark against competitors‘ AI inclusion on the same prompts”

• Topic rollups Report an error

  “Organize tracking by topic for strategic roll-ups”

• Refresh cadence Report an error

  “Get structured AI brand visibility data refreshed at your chosen cadence, and measure the impact of your GEO / AEO optimizations over time.”

• Visibility score definition Report an error

  “A single, weighted metric combining AI brand mention frequency and citation quality across your chosen AI platforms. Reliable enough for leadership reporting. Granular enough for day-to-day GEO diagnosis. Backed by up to two years of stored data.”

• Sentiment scoring Report an error

  “Lumar's sentiment scoring assesses how your brand is being presented in every AI answer, not just whether it appears.”

• Topic cluster aggregation Report an error

  “Organize tracked prompts into strategic topic clusters. Get aggregated visibility scores at the topic level”

• Crawl AI visibility integration Report an error

  “Exclusive to the Lumar platform: Connect your AI Visibility data to Lumar’s deep website crawl data for your domain. Identify pages that have the potential to appear in AI answers but aren’t — and pinpoint the technical blockers (robots.txt, rendering, schema, indexability) holding them back.”

• Geo content evaluation Report an error

  “Content GEO issues — Go deep with Lumar’s GEO content evaluator tools. See where your content is falling behind in precision, semantic relevance, and other factors that matter for AI selection and inclusion.”

• Technical geo alerts Report an error

  “Technical GEO issues — Get alerted on technical issues impacting your AI visibility – like robots.txt or NoSnippet rules on your site that could be blocking AI bots, or structured data issues that could be holding you back from conveying information about your brand to AI systems.”

• Professional services Report an error

  “Our professional services partnerships are tailored to your team's needs, offering technical site audits, parity audits, SEO & GEO strategy guidance, log file analysis, custom dashboard development, website migration support, and more.”

• No prices on page Report an error

  “Get Lumar platform pricing”

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