For a Los Angeles plastic surgery practice, comparison content for AEO is a page that helps a reader understand how two options differ, what a consultation would evaluate, and where a general comparison stops being useful. It should be written for the patient first and reviewed by a qualified clinician before it goes live. A well-built comparison page can make the practice's answer clearer to readers and to search systems, but it cannot guarantee an AI citation or a ranking.
This post is an editorial planning framework for marketing teams. It is not medical advice, it does not recommend any procedure, and it does not replace a consultation with a qualified surgeon. For agency scope, see our plastic surgeon marketing agency page and our SEO and AEO agency page. For a definition of the work, see what answer engine optimization is. This is not a second plastic surgeon SEO guide; for that topic, see plastic surgeon SEO in Los Angeles.
1. Start with a real patient question, not a keyword pair
Comparison pages often begin with a keyword list that shows two terms searched together. That alone is not a reason to publish. Write down the question a prospective patient actually asks, and confirm with the practice that both options sit inside its approved educational scope. If the two options address different concerns, the page should say so in clinician-approved language instead of staging a contest.
Google's guide to optimizing for generative AI features (last updated 10 July 2026) cautions against creating "separate content for every possible variation of how people might search" when the main purpose is to manipulate rankings or AI responses. It says doing so "violates Google's scaled content abuse spam policy." One careful comparison page that answers a real question is easier to defend than a set of near-duplicate "X vs Y" pages.
2. Use the same questions for each option
Build the outline with parallel headings so the reader can compare like with like. Candidate headings include the concern each option is generally discussed for, what a consultation usually looks at, practical questions to raise with the surgeon, and the limits of a general page. The clinical reviewer decides which headings are appropriate and supplies the actual explanations.
Do not fill an empty cell with a guessed recovery time, outcome likelihood, eligibility rule or fee. An unresolved field is a review task, not an invitation to estimate. If a table would strip away an important qualification, use short prose instead. A tidy format should never win over clinical accuracy.
3. Keep each qualification next to the claim it limits
A statement that reads as definitive on its own can still mislead, even if a general disclaimer sits at the bottom of the page. Put the limitation in the same paragraph as the statement. Then read each paragraph by itself and ask whether it would still be accurate if someone quoted only that passage.
That habit helps any reader who skims. It does not mean the practice can control which passage an AI system or a search feature shows. Google's guide also says there is no requirement to break content "into tiny pieces for AI to better understand it," and that its systems "are able to understand the nuance of multiple topics on a page." Write complete, clear sections for people rather than fragmenting the page for machines.
4. Do not crown a winner
Do not call one option the best, safest or most effective for everyone. A general page cannot know which choice suits an unknown reader. The useful outcome of a comparison page is a better list of questions to bring to a qualified surgeon, not a self-selected treatment. Do not invite readers to share personal medical details in comments or in forms that are not built for that.
If a question cannot be answered responsibly in general terms, say so plainly and point the reader to a consultation. Google's guidance on helpful, reliable, people-first content says its systems give "even more weight to content that aligns with strong E-E-A-T" for topics that could significantly affect people's health. Pages that compare surgical options belong in that group.
5. Get clinician review before anything is published
Before a practice publishes a comparison page, a qualified clinician should review the full text, the short answer, the FAQ and any table. Record who reviewed it, what they reviewed and the date. If the page shows a reviewer, the label should match what that person actually checked; our post on clinical reviewer attribution for AEO covers how to set that up. Marketing claims and any images also go through the practice's own approval process.
If no clinician is available to review, hold the page. An unreviewed comparison is not ready to publish, however well it reads.
6. Match the visible page, the markup and the reporting
Write the short answer last, after the full explanation is approved, so it does not overstate the body. Structured data should describe what a visitor can see. Google's general structured data guidelines say: "Don't mark up content that is not visible to readers of the page." Google's documentation on AI features and your website lists "Making sure your structured data matches the visible text on the page" among its best practices, and adds: "There's also no special schema.org structured data that you need to add."
FAQ markup deserves a separate note. A June 2026 entry in Google's Search Central documentation updates says: "The FAQ rich result feature is no longer shown in Google Search results." Write FAQs because readers find them useful, not to win a search feature. When you report on a new comparison page, keep publication QA separate from dated observations of search results or AI answers, and do not describe the page as a visibility gain without evidence.
Comparison page checklist
- The page answers a real patient question, and both options are in the practice's approved scope.
- Each option is described under the same headings.
- No guessed recovery times, outcome likelihoods, eligibility rules or fees.
- Every qualification sits beside the claim it limits.
- No option is named the best for everyone.
- A qualified clinician reviewed the full page, and the review is recorded.
- Structured data matches the visible text.
- Reporting keeps publication QA separate from dated search or AI observations.
To track what happens after publication without overclaiming, use the AEO scorecard for Los Angeles practices.
Questions people ask
Is a plastic surgery comparison page medical advice?
It should not be. A comparison page is general education. It should explain the factors a surgeon may discuss and send the reader to a consultation for anything about their own situation. Say that plainly on the page.
Who should review a comparison page before it goes live?
A qualified clinician at the practice should review the full text, including the short answer and the FAQs, before publication. Record who reviewed it and when. If no one is available to review it, hold the page.
Can a comparison page guarantee an AI citation or a ranking?
No. Clear, accurate content can make the practice's answer easier to understand, but no page can guarantee a citation in an AI answer or a ranking position.
Should a practice publish a separate page for every "X vs Y" search?
Usually not. Google says that creating content for every possible search variation mainly to manipulate rankings or AI responses violates its scaled content abuse spam policy. Publish comparisons that answer real patient questions.
What should a writer do when a comparison detail is unknown?
Leave it unresolved and flag it for clinical review. Do not estimate a recovery time, outcome, eligibility rule or fee to fill a table.
Does FAQ markup still produce a special result in Google?
Google's Search Central documentation updates say the FAQ rich result is no longer shown in Google Search results. FAQs are still worth writing when they answer real questions, and any markup should match the visible text.
