Search teams are reviewing how AI answers affect discovery. Branded queries and informational queries can behave differently, and a decline in search traffic alone does not establish the cause. Research through Perplexity, ChatGPT, and Gemini adds another channel to assess alongside traditional search.
Generative Engine Optimization, or GEO, focuses on getting useful source material cited in AI-generated answers. It sits alongside SEO and shares some of its foundations, while requiring teams to track which sources an answer cites as well as where a page ranks.
How GEO changes content measurement
AI answers can draw on several sources and display only a few citations, so a strong Google ranking does not guarantee a citation for the same question. Retrieval sources also vary between engines. Review the actual answers for your target queries and record which pages are cited, how current they are, and what information they contribute.
What is working in practice
1. Publish original evidence
Give readers material they can trace to its source: original data, a documented framework, or a methodology with a named owner. A focused migration benchmark offers evidence that a general ATS migration guide may not contain. Publish a benchmark only when the underlying research supports it.
2. Tighten the citation surface
Pages intended as reference material should make their main claim, supporting evidence, and publication date easy to find. We add a short statistic or definition within the first 120 words of commercial pages where it fits the subject. Clear formatting and accurate schema both help describe the content.
3. Treat each engine as a different surface
Evaluate Perplexity, ChatGPT, and Gemini separately. Their answers and citations can differ for the same question, and retrieval behavior changes over time. Use the same buyer questions across engines so the comparison shows where your content appears and where it is missing.
What does not work
- arrow_rightKeyword stuffing. Repeated keywords and awkward synonyms make a page harder to read without adding useful information.
- arrow_rightHidden instructions aimed at answer engines. Keep the page focused on information readers can inspect and verify.
- arrow_rightRepublishing identical articles across several channels without a purpose. Adapt the content for the audience and make the original source clear.
- arrow_rightLong articles without a specific point. State the question, answer it clearly, and provide evidence for the claim.
A 30-day GEO audit
- arrow_rightWeek 1: Identify the 30 buyer-intent queries you most want to be cited for. Run each through Perplexity, ChatGPT, and Gemini. Log the cited sources.
- arrow_rightWeek 2: For every page you would like to see cited, audit the first 120 words. Add a definitional sentence and a date. Surface the publication date in the URL slug or page metadata.
- arrow_rightWeek 3: Review broad guides that lack original evidence. Where you have relevant data, develop a narrower article around the question it can answer.
- arrow_rightWeek 4: Make citation tracking a recurring report. Prioritize the engines your buyers use and review changes with the content team.
Run GEO and SEO with measures suited to each channel. Track search traffic and rankings alongside citations for the buyer questions that matter to the business. Review the results together before deciding which content needs more work.
