Content & media teams

Get your content cited by ChatGPT, Perplexity, and Google AI

AI answers summarize your reporting and rarely send a click.
Mencoro shows which of your pages AI engines cite, for which questions, and where rival publishers take the citations you should own.

The traffic you earned is moving into AI answers

For media and publishers, search referral is shrinking while AI answers grow. The problem is not only less traffic, it is losing sight of where your work actually shows up and who gets the credit.

Zero-click answers

AI Overviews and chatbots summarize your reporting and rarely send a click, so traffic falls even when your work is the source.

No attribution you can see

You cannot tell which articles feed AI answers, so the newsroom cannot prove the reach of its work or where it comes from.

Rivals take your citations

Competing outlets get cited for stories and topics you should own, and you only find out by checking answers one by one.

The old metric stops working

Sessions and rankings no longer capture reach. Citations and share of voice become the new measure of authority in AI search.

Illustration of Know exactly which pages AI cites

Know exactly which pages AI cites

Mencoro tracks your content across ChatGPT, Perplexity, Google AI Overview, Google AI Mode, and Google SERP, and reports which URLs each engine cites for your tracked questions. You see Mention Rate and link position per query and per topic cluster, so the desk knows which articles already earn citations and which never get pulled in.

Illustration of Track citation share of voice against other publishers

Track citation share of voice against other publishers

For every topic cluster you cover, Mencoro shows the share of AI mentions you capture versus competing outlets answering the same questions. When a rival starts owning a beat you used to lead, you see your share of voice slip and the exact cluster that moved, so editors can respond with a plan instead of a guess.

Illustration of Find the questions you should own but don't

Find the questions you should own but don't

Mencoro classifies every mention into 5 types (recommendation, comparison, listing, illustration, reference) and scores sentiment, so you can separate a real citation from a passing reference. Filter for questions where AI cites competitors instead of you to build a content backlog the newsroom can actually prioritize.

What makes content citable by AI engines

Independent analysis of AI citations points to a consistent pattern in the content engines quote most. These traits make it easier for a model to lift your words into an answer and attribute them to you. Mencoro then measures whether the changes actually move your citations.

  • Answer capsules. A short, self-contained answer of roughly 120 to 150 characters right after a heading gives engines a clean block to quote. Most quoted passages are short and direct.
  • Original data and owned insights. Proprietary stats, surveys, and clearly framed expert takes give models a reason to attribute the quote to you instead of paraphrasing a generic source.
  • Clean formatting. Clear headings, short paragraphs, and lists help engines parse and extract your answer.
  • Few links inside the answer. Links belong in supporting paragraphs, not in the sentence you want quoted.
  • Freshness and clarity. Updated dates and unambiguous wording win over padded, hedged prose.

Content SEO vs content optimization for AI search

Aspect Traditional content SEO Optimization for AI search
Goal Rank the article in Google Get the article quoted inside AI answers
Unit of success Position and organic clicks Citations, mention rate, link position
What engines reward Backlinks, depth, keyword coverage Quotable answer blocks, original data, clear structure
How readers arrive Click from the results page Read the answer, sometimes click the citation
How you measure Rankings and traffic Mention rate, citation share of voice, mention type, sentiment

How to turn articles into AI citations

  1. Audit your top pages for answer capsules. Add a short, direct answer under each main heading, tied to a real question your audience asks.
  2. Add original data and owned insights. Bring in your own numbers, surveys, or expert framing so engines attribute the quote to you.
  3. Clean up formatting. Use clear headings, short paragraphs, and lists, and move links out of the sentences you want quoted.
  4. Track citations by channel and cluster. Use Mencoro AI search visibility tracking to see which pages get cited in ChatGPT, Perplexity, and Google AI, and for which questions.
  5. Close the gaps. Prioritize clusters where AI cites competitors and rework or create content to claim those answers.

FAQ

Content and AI citation questions

Common questions from media and content teams
about getting cited and measuring it.

AI Overviews and chatbots increasingly answer reader questions inside the results, using your reporting as a source without sending a click. This is the zero-click shift. The work still has reach, but it shows up as a citation in an AI answer rather than a session in your analytics, which is exactly what Mencoro measures.
Mencoro runs your tracked questions against ChatGPT and other engines and reports which of your URLs get cited, how often (Mention Rate), and at what link position. You can break this down by topic cluster and by individual question.
Yes. That is the point of citation tracking. Mencoro detects when an engine references or quotes your pages in an answer, even when no click reaches your site, so you can measure the reach that never shows up in traffic reports.
An answer capsule is a short, self-contained answer of roughly 120 to 150 characters placed right after a heading. Independent audits of AI citations found that most quoted content includes one, because it gives engines a clean block to lift into an answer.
Citation share of voice is the percentage of AI mentions your site captures versus other publishers answering the same questions. It tells you whether you lead or trail competitors on a topic, not just whether you were cited at all.
Mencoro tracks ChatGPT, Perplexity, Google AI Overview, Google AI Mode, and Google SERP, each as a separate channel, so you can see where your content earns citations and where it does not.
Add your domain, competitors, and the questions your audience asks, grouped into topic clusters. Mencoro then tracks citations, mention types, sentiment, and share of voice across all channels, so editors can prioritize by impact.
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