Prime Sentia

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Prime Sentia operationalizes GEO through a modular agent system. Each stage of the workflow is handled by a specialized agent — from brand discovery and visibility auditing to citation-readiness optimization and task-level resolution.

Prime Sentia GEO

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Prime Sentia GEO is a Generative Engine Optimization (GEO) platform that helps B2B brands get accurately understood, cited, and recommended by AI answer engines — ChatGPT, Perplexity, Google AI Overviews, and Claude. The platform audits how AI engines currently read a brand's site, pinpoints the technical and content gaps that suppress citation, and generates prioritized, task-level remediation the team can ship. It scores content against 39 deterministic GEO citation signals across four dimensions — Accessibility, Extractability, Authority, and Citability — plus 22 Agent-Readiness checks, and tracks brand visibility across engines through multi-model probing. Core capabilities: - AI visibility tracking — monitor where and how often a brand is cited across ChatGPT, Perplexity, Google AI, and Claude. - Citation-readiness auditing — deterministic signal scoring that surfaces the exact factors driving or blocking AI citation. - Guided remediation — prioritized, task-level fixes for content, SEO, structured data, and web, ready to hand to Claude Code, Cursor, or your own team. - Competitor benchmarking — compare AI-answer presence against a contrastive peer set. Sixteen of the platform's signals are pre-registered in an observational study of 2,000 websites (OSF DOI 10.17605/OSF.IO/XCG7J), so scoring rests on documented evidence rather than opinion.