# Why Our Drafts Aren't Generic AI Content | Citedintel Docs > The grounding, review layers, freshness checks, trust signals and schema recommendations that separate Citedintel drafts from commodity AI output. Source: https://www.citedintel.com/docs/evidence-grounded-content By Cited (citedintel.com) — the generative engine optimization (GEO) platform. --- [Docs home](https://www.citedintel.com/docs) Getting started - [Getting started](https://www.citedintel.com/docs/getting-started) - [Projects & prompts](https://www.citedintel.com/docs/projects-and-prompts) Measurement - [Reading your metrics](https://www.citedintel.com/docs/reading-your-metrics) - [AI endorsement](https://www.citedintel.com/docs/ai-endorsement) Running the loop - [Readiness scans](https://www.citedintel.com/docs/readiness-scans) - [Content workflow](https://www.citedintel.com/docs/content-workflow) - [Buyer intent & funnel](https://www.citedintel.com/docs/buyer-intent-and-funnel-stages) - [Competitive tracking](https://www.citedintel.com/docs/competitive-tracking) Under the hood - [Evidence-grounded drafts](https://www.citedintel.com/docs/evidence-grounded-content) Account - [Plans & billing](https://www.citedintel.com/docs/plans-and-billing) Looking for strategy? 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[Open the GEO Hub](https://www.citedintel.com/generative-engine-optimization) [Getting started](https://www.citedintel.com/docs/getting-started)[Projects & prompts](https://www.citedintel.com/docs/projects-and-prompts)[Reading your metrics](https://www.citedintel.com/docs/reading-your-metrics)[AI endorsement](https://www.citedintel.com/docs/ai-endorsement)[Readiness scans](https://www.citedintel.com/docs/readiness-scans)[Content workflow](https://www.citedintel.com/docs/content-workflow)[Buyer intent & funnel](https://www.citedintel.com/docs/buyer-intent-and-funnel-stages)[Competitive tracking](https://www.citedintel.com/docs/competitive-tracking)[Evidence-grounded drafts](https://www.citedintel.com/docs/evidence-grounded-content)[Plans & billing](https://www.citedintel.com/docs/plans-and-billing) Under the hood 6 min read # Why Citedintel Drafts Are Not Generic AI Content The internet is filling with AI content that reads the same everywhere, and engines respond by citing almost none of it. Citedintel's drafts are built to be the exception, not because the words are prettier, but because every draft is grounded in evidence from your own audits and passes through layers that generic generation skips. This page explains what those layers do, without publishing the recipe. On this page - [The problem with generic AI content](#the-generic-content-problem) - [Grounded in your audit evidence](#grounded-in-your-audit) - [The review layers before a draft reaches you](#review-layers) - [Built to be cited, not just published](#built-to-be-cited) - [What stays yours](#what-stays-yours) ## The problem with generic AI content Ask a general-purpose model to write your comparison page and it produces plausible prose grounded in nothing: no knowledge of which prompts you lose, which sources the answers lean on, or what your competitors' pages actually claim. Engines have no reason to cite it, because it adds no evidence the answer did not already have. The failure is not the writing quality. It is the absence of grounding, and grounding is the part that cannot be prompted in from the outside. ## Grounded in your audit evidence Every Citedintel draft starts from data that exists only in your workspace: - The target prompts: Each draft is written to win specific buyer prompts you currently lose, so the page answers a question buyers verifiably ask, at a stage that verifiably leaks. - The citation benchmark: The draft brief carries what engines currently cite in the answers you lose, so the content competes with the evidence that is actually winning, not with a guess about it. - Your category benchmark: Claims are framed against the brands engines really recommend in your answers, including the ones your team never listed as competitors. ## The review layers before a draft reaches you Between generation and your queue, every content idea passes checks that exist to kill generic output before you see it: - Freshness by construction: Every idea, brief and draft is checked against your live pages, the pages AI engines already cite for you, and your existing drafts. Overlaps become strengthen-this-page recommendations, and every asset shows the verdict. On Pro and above the check is content-aware across your full sitemap: actual page content, not just URLs. - Format fit by business type: A B2B SaaS project and a D2C brand get different content formats, matched to how their buyers actually ask. One-size formats are a generic-content tell, so there are none. - Placeholder discipline: Drafts never invent numbers, customer names, quotes or outcomes. Anything that must come from you arrives as a clearly marked placeholder, because an invented statistic is worse than a blank. ## Built to be cited, not just published A draft that wins retrieval has properties beyond the prose, and the briefs carry them: - Trust signals: Recommendations include the proof structure engines reward: checkable claims, conceded trade-offs, transparent specifics, because pages that read like evidence get cited and pages that read like brochures get skipped. - Schema and entity clarity: Where markup earns citation confidence, the deliverable says so: structured data recommendations and consistent entity naming travel with the content, not as an afterthought. - Freshness maintenance: Answers move as models retrain and re-retrieve, so verification is part of the loop: the next audits re-ask the target prompts and show whether the engines picked the page up. ## What stays yours Citedintel does not publish anything. Drafts are starting points written to be edited: your voice, your proof points, your customer stories and your claims are what make the page yours, and they are the parts no platform should generate. The division of labor is deliberate: Citedintel contributes the grounding, the structure and the evidence brief; you contribute the truth only you have. The test worth applying Take any draft and ask: could a competitor's tool have produced this page for them? For a Citedintel draft the answer is no, because it is built from the specific answers, citations and gaps in your category audit. That non-transferability is the whole point. Related docs - [The content workflow](https://www.citedintel.com/docs/content-workflow) - [Closing the loop on buyer intent and funnel stages](https://www.citedintel.com/docs/buyer-intent-and-funnel-stages) - [AI readiness scans](https://www.citedintel.com/docs/readiness-scans) [Competitive tracking](https://www.citedintel.com/docs/competitive-tracking)[Plans & billing](https://www.citedintel.com/docs/plans-and-billing) AI Rankings · You vs competitors Live #BrandAI SOVTrend 1BBrightstack34% 2YYour brandYou27% 3NNimbusly19% 4CCorefleet11% 5VVantapoint6% Your buyers already asked AI. Reach them before your competitors [Claim Your AI Search Visibility](https://www.citedintel.com/start) [Try the interactive demo](https://www.citedintel.com/demo) Win category conversations with GEO optimized Brand Visibility