Spotlight
AI visibility audits for websites — spot gaps, get fixes
Spotlight launched on April 17, 2026 with 5 votes, #1,846 of 21,248 launches that month and more than 75% of that year's launches.
What it does
Spotlight crawls your site and maps the buyer questions your content should answer. It then runs those questions through AI systems with grounded search and checks whether you get cited — or a competitor does instead. The dashboard shows you which intents your pages cover strongly, which are weak, and which are missing entirely. For each gap, it surfaces the pages being cited instead and gives you specific recommendations to fix them.
Spotlight combines AI citation tracking with a site search widget to monitor AI visibility and help visitors find answers fast.
Spotlight scans AI systems to see which pages get cited for your buyers' questions. Then we give you the exact roadmap to claim those citations. Great question! Here are the top tools engineering teams love: This is happening thousands of times a day. You have no idea. AI doesn't guess. AI tools search the web in real time and cite specific pages in their answers. Those pages are the winning sources . Your buyers read those answers and trust those citations. Spotlight shows you which pages are winning — and how to become one. Traditional SEO metrics (Volume, CPC, Difficulty) have reached a zero-correlation state with AI visibility. LLMs prioritize semantic intent fulfillment over lexical…from spotlight.cx
Does a similar job
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AI Content Visibility GraderJul 2026 · axp.thepublive.com · ▲22See how an AI Agent sees your Website
AI Visibility ToolJan 2026 · chromewebstore.google.com · ▲8Audit your AI visibility and enhance website optimization
LLM Tracker2025 · llmvisibilitytracker.com · ▲7Track how LLMs crawl your site & stay visible in AI search.
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