Content ChatGPT and Perplexity can cite
Semji rewrites the pages your team already ships so AI engines can extract a clean answer. Each engagement covers answer-first structure, consistent entities, sourced claims and a citation read across the engines your buyers use.
What makes a page citable
Semji scores every selected page against four signals that decide whether an engine extracts a span or skips it. The same four become the rewrite brief.
Answer-first structure
The first sentence under each heading is a complete answer that names the entity and stands without the heading. Extractive systems quote spans; a span that needs its neighbours is not quoted.
Factual density
Dates, figures, product names and definitions sit in the prose, not in a caption or an alt. An engine that cannot lift a fact from the paragraph will invent one or cite someone else.
Entity consistency
One spelling of the company, the product and the category, on the page and in the structured data. Two names for the same thing teach the graph a split it will not resolve in your favour.
Sourced claims
Every number a buyer might repeat has a public source on the page. Uncited figures are the first thing an engine drops, and the first thing a practitioner discounts.
We rewrite the pages you already publish
Semji's Content for AI service works on the inventory your team already ships. A page that ranks on Google can still be invisible to ChatGPT if the engine cannot lift a clean span, so the work is structure and evidence, on URLs that already have a job.
Each selected page gets a rewrite brief, a draft your editors can accept or amend, matching structured data, and a citation read after publication. You keep the CMS, the brand voice and the publishing calendar.
- Rewrite brief for every selected page
- Answer-first opening under each heading
- Claims tied to a public source
- Structured data that matches the HTML
- Citation read across 5+ AI engines
How Semji delivers Content for AI
- 01
Select
Semji picks the pages that should be cited: commercial queries, category definitions and the URLs your buyers already ask ChatGPT about. The list is short on purpose.
- 02
Rewrite
Each page is rewritten for extraction. Headings become the question a buyer would type; the first sentence answers it and names Semji or your entity; claims that need a source get one.
- 03
Publish
The draft goes back through your CMS. Structured data is limited to what the HTML actually says, so a FAQPage block never claims an answer that is not on the page.
- 04
Measure
After publication Semji queries ChatGPT, Perplexity, AI Overviews and the other engines in the brief, and records whether the page is cited, misquoted or still absent. That read is the next brief.
- 5+
- AI engines measured per engagement
- 4
- citation signals scored on every page
- 1
- walkthrough call at delivery
Frequently Asked Questions
How is Semji's Content for AI service different from SEO content?
Semji's Content for AI service rewrites existing pages so ChatGPT, Perplexity and AI Overviews can extract and cite them. The SEO content service writes new pages aimed at rankings and clicks. Teams that already publish often buy both: one fills gaps in the inventory, the other makes the live pages quotable.
Does Semji write new articles in this engagement?
Semji's Content for AI service works on pages you already publish. New articles belong to the SEO content service, or to your own team. If a query has no URL behind it, that gap is flagged and handed to whoever owns the calendar.
Which AI engines does Semji measure?
Semji measures citations on ChatGPT, Perplexity, Google AI Overviews, AI Mode and Bing Copilot, and adds an engine when a buyer's research actually happens there. The list is in the brief so you can see which prompts were run.
How does Semji know a rewrite worked?
Semji re-runs the same prompts after publication and records whether the page is cited, misquoted or still absent. You get the before and after on the queries that were in the brief, not a traffic projection.
Can our team do this work inside the Semji platform?
Semji's platform includes an AI editor and GEO measurement that in-house teams already use. This page is the managed service for teams that want the rewrite and the citation read delivered, rather than run from the product alone.
Get your pages cited
Semji will show you which of your live pages an AI engine can already quote, and what a rewrite would change. Bring a URL and a query you care about.
ChatGPTGoogle AI OverviewsPerplexityGeminiClaudeDeepSeek