Full-stack AI search optimization for DevOps and B2B SaaS, measuring share-of-model across ChatGPT, Perplexity, Claude, Gemini, and Grok.
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Get ListedClear Cited is a full-stack AI search optimization (AEO/GEO) service designed for DevOps, developer tools, and B2B SaaS companies. The core problem it solves is that buyers increasingly use AI engines like ChatGPT, Perplexity, Claude, Gemini, and Grok to research products before making purchase decisions. If a brand is not recommended by these AI tools, it is effectively invisible to a growing segment of buyers. Clear Cited gets brands cited and recommended across all five major AI engines, measured by a proprietary metric called share-of-model. The service is built for seed to Series A developer-tools and B2B SaaS companies that need a done-for-you approach to AI search visibility.
Share-of-Model Measurement: Clear Cited runs each buyer prompt 10+ times per engine and reports the median with a 95% confidence interval. This reproducible methodology ensures that visibility data is statistically sound, not anecdotal. The measurement covers ChatGPT, Perplexity, Claude, Gemini, and Grok, plus Google's AI surfaces (AI Overviews and AI Mode) separately.
Full-Stack Optimization: Unlike point tools that only measure or only produce content, Clear Cited delivers the entire stack: SEO foundation (technical SEO, Core Web Vitals, backlinks, domain authority), AI-answer optimization (answer-first content, entity schema), done-for-you content (comparison pages, benchmark pages, developer-grade documentation), and off-site authority (directory listings on G2, Capterra, Crunchbase, Product Hunt, and dozens more, plus digital PR).
Done-for-You Content Production: The service writes and publishes content across 30+ channels, including LinkedIn, X, Reddit, YouTube, Dev.to, Hashnode, Medium, Stack Overflow, and more. Every asset is researched across YouTube, Reddit, Dev.to, Hashnode, Medium, Stack Exchange, and search to ensure it matches the topics, formats, and hooks that perform in the client's niche.
AI-Speed, You-Approved Workflow: All assets are drafted quickly using AI acceleration, then reviewed and approved by the client before publication. This ensures speed without sacrificing quality or brand voice.
Engine-by-Engine Fixes: Because each AI engine produces different answers, Clear Cited optimizes per engine rather than applying a one-size-fits-all approach. The service identifies which third-party sources each engine cites and works to get the client listed there.
Transparent Methodology: Clear Cited publishes its methodology openly, including how it measures share-of-model, how it calculates confidence intervals, and how it determines which tactics work. The company refuses snake oil tactics like AI meta tags or keyword stuffing, which measurably backfire.
The engagement follows a four-step journey. First, a free teardown analyzes 5-8 prompts across three engines to show the client's current visibility gap. Second, a paid audit (Starter, Full, or Comprehensive) provides a measured baseline and a 30/60/90 roadmap. Third, a done-for-you retainer (Growth, Scale, or Authority) executes the optimization, producing content, building off-site authority, and measuring monthly. Fourth, add-on services like technical SEO, video production, and digital PR are available à la carte. Every step builds the same five levers: AI measurement, SEO foundation, content, off-site authority, and a monthly measurement loop.
Clear Cited is built for DevOps, developer tools, and B2B SaaS companies, typically at the seed to Series A stage. The ideal client has an in-house marketing team but lacks specialized AI search optimization expertise. The service is particularly well-suited for US companies, as Clear Cited handles cross-border paperwork (W-8BEN), bills in USD, and operates fully async. Companies in niches like CI/CD platforms, AI observability, API platforms, databases, feature flags, incident management, vector databases, CRM software, and product analytics will find tailored playbooks.
