Content guideGEO content creation
How to citation-check AI-written content
AI writers can draft a page in minutes. Whether an AI engine will ever cite that page is a separate question — here's how to check before you publish.
What our own tracked corpus shows AI engines actually cite
Across every real (non-mock) scan in PingMyBrand's own store, here's the breakdown of source-page categories AI engines cited when answering — the real evidence behind the structure advice below, not a guess.
Full methodology + live numbers: The State of AI Citations report.
Step 1
Read the first two sentences the way an engine would
Same discipline as this cluster's content-audit guide, applied pre-publish: does the AI-generated opening actually answer the target question with no prior context needed, or does it open with "In today's fast-paced world..."-style throat-clearing? Left unprompted, most AI writers default to the latter.
Step 2
Verify — or cut — every number the draft invented
Generated drafts frequently produce plausible-sounding statistics with no real source behind them. Every number in an AI-written draft needs a real, checkable citation before publish, or it needs to be removed — an unverifiable number is a liability, not harmless filler.
Step 3
Confirm the structure survived generation, not just the prose
If you asked the tool for numbered steps or FAQ pairs, check that they actually rendered as real headings and list markup, not bolded text inside a paragraph. AI writers frequently produce output that looks structured to a human reader but parses as flat prose to a crawler.
Step 4
Watch for boilerplate the tool reuses across every customer
Templated AI-writer output can produce near-duplicate phrasing across different customers' sites. An engine (or a search index) that has already seen the same sentence on five other domains has no reason to prefer citing yours.
Step 5
Re-probe the target question after it ships
Publishing doesn't confirm anything by itself. Ask the real target question against the actual engines you're aiming at once the page is live, and log whether you're named — the only honest measure of whether the draft worked.
This is the same pass PingMyBrand runs on the fix content it generates for your account — the content-audit-for-ai-citation-readiness guide earlier in this cluster is the identical checklist applied to a page you already published instead of one still in draft.
Evaluating tools to act on this guide? See the best Otterly.AI alternative or the full AI-visibility tools comparison.