How to Write “X vs Y” Comparison Pages That AI Assistants Quote

How to structure comparison pages so buyers and AI assistants can use them: verdict first, a fair table on shared criteria, dated facts, clear conditions and open disclosure.

Rohit Bhisey Published 4 min read

A comparison page that AI assistants quote states the verdict for each type of buyer in the first lines, compares the options in an HTML table on the same criteria, gives dated and sourced facts about each product, and is open about which one is yours. Buyers ask assistants questions like “Zoho or HubSpot for a 20-person team?”, and assistants look for pages that answer exactly that. A fair, specific comparison is one of the few places a company can shape how those answers describe it.

Why comparison pages matter more now

Comparison questions carry conditions: team size, budget, location, the tools a company already uses. AI assistants split such questions into smaller searches and combine the results, a technique Google calls query fan-out. A page that compares options on those conditions matches several of the sub-searches at once. It also sits close to a buying decision, so the visitors it brings are further along than readers of general articles.

The structure that works

  1. Verdict firstWho should choose which, in two or three sentences.
  2. Comparison tableSame criteria for every option.
  3. Section per criterionDetail, evidence, dates.
  4. Choose X if / choose Y ifClear conditions.
  5. Disclosure and sourcesWho wrote it and when facts were checked.

1. Start with the verdict

The first paragraph should answer the question in the title for each type of buyer. For example: “For teams under ten that mainly need GST invoicing, Tool A costs less and is quicker to set up. For companies above 50 people with multiple branches, Tool B handles approvals and branch accounting better.” A reader, or an assistant, gets the answer without scrolling.

2. Build the table on shared criteria

Criterion What to write
Best for The type and size of buyer each option suits
Price Current published price, currency, billing period, date checked
Key features Only the ones that differ between options
Integrations The tools buyers in your market use
Limits Users, storage, usage caps
Support Channels, hours, languages, local presence
Where it falls short An honest weakness for every option, including yours

Use the same units and the same level of detail for every column. A table that is detailed for your product and vague for the others is easy for readers to spot and gives assistants little reason to trust it. More on tables in tables and data-dense formatting.

3. Write one section per criterion

Each section should open with the difference in one sentence, then give the evidence: a pricing page, documentation, a test you ran, or a customer’s experience with permission. Put the date next to anything that changes, such as prices and plan limits.

4. End with clear conditions

“Choose A if…” and “Choose B if…” lists turn the comparison into a recommendation for specific situations. They are also the passages most likely to be quoted, because they answer the question an assistant was asked.

5. Be open and fair

  • State at the top if one of the products is yours, or if you earn a commission.
  • Recommend a competitor where it genuinely fits better. It makes the rest of the page believable.
  • Use competitors’ names only to identify them, and keep every claim about them factual, current and verifiable. Comparative claims that are false or disparaging create legal risk, including under trademark law in India, and damage trust.
  • Show who wrote the page and when the facts were last checked.

Which comparisons to write first

  1. Your product against the competitor sales hears about most often.
  2. The two or three alternatives buyers name in enquiries.
  3. Category comparisons, such as “in-house SEO vs agency”, where you can be neutral.
  4. Comparisons that assistants already answer with competitors’ pages as sources, found through your AI mention tracking.

A short template

H1: [A] vs [B]: which is better for [buyer type] in [year]?
Intro (2-3 sentences): verdict per buyer type. Disclosure if one is yours.
Table: best for, price (date checked), key differences, integrations, limits, support, weaknesses.
H2: How do [A] and [B] compare on price?
H2: Which has better [feature buyers care about]?
H2: Which is easier to set up for [buyer type]?
H2: Choose [A] if... / Choose [B] if...
H2: FAQs (3-5 real buyer questions)
Footer: author, date facts were checked, sources.

Frequently asked questions

Should we compare ourselves with competitors at all?

If buyers compare you, assistants will too, using whatever sources they find. A fair page from you gives them accurate information about your product.

How often should comparison pages be updated?

Whenever prices or major features change, and at least every quarter. Show the date the facts were last checked.

Can one page compare more than two options?

Yes. “Best X for Y” pages with three to five options work well, as long as every option is judged on the same criteria.

Sources

  1. Google, description of query fan-out in AI Mode, Google I/O 2025
  2. Google Search Central, “Creating helpful, reliable, people-first content”

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