Why AI answers quote competitor pages instead of yours
When ChatGPT or Perplexity answers a question, it doesn't recommend your page as a whole. It pulls a few sentences from the pages it found and builds its answer from them. So the page that gets quoted is the one with a passage that answers the exact question cleanly, in a form that still makes sense when it's lifted out of the page.
Many good pages fail that test. A typical product page opens with a slogan, explains the company's story, and finally answers the buyer's question in the fourth paragraph, under a heading like "Built for the way you work." A person can scroll to the answer. An answer engine scanning for a passage that answers "How much does scheduling software cost for a dental clinic?" finds nothing it can quote, so it quotes the competitor whose page has that question as a heading and the price range in the next sentence.
Restructuring a page for AI answers comes down to a handful of changes:
- Put the question in the heading. Use the words a buyer would use, such as "How long does setup take?", rather than a clever label.
- Answer in the first sentence. The sentence right after the heading should carry the whole answer, so it works when quoted alone. The sentences after it add detail and proof.
- Make each section stand on its own. Name the product and the subject again instead of writing "it" or "as mentioned above," because the quoted passage won't carry the rest of the page with it.
- Use the format the question calls for. Comparisons read best as tables, processes as numbered steps, and definitions as one plain sentence.
- Be specific. Prices, timeframes, named integrations, and real numbers give an answer engine something concrete to repeat.
- Make sure engines can read it. The text should load without JavaScript, the page should be in your sitemap, and structured data should describe what the page is about.
This is careful, page-by-page work, and the hard part is knowing which pages to change and what each one is missing. That's why it suits an AI agent. An agent can ask the answer engines your buyers' questions, read every page they quote, and compare those pages with yours sentence by sentence.
Kite is an AI marketer. It researches your business, builds a growth strategy, and ships the work that brings you new customers. You can work with Kite in your browser or in Slack. Making your pages easy to quote is part of how it gets your company into AI answers, and here's how it does the work.
How Kite makes your pages easy for AI answers to quote
Kite starts with the questions your buyers ask. It runs them through ChatGPT, Gemini, Perplexity, and Claude, records which pages each answer quotes, and finds the questions where you have a page on the topic but a competitor's page is quoted instead.
Then Kite reads the quoted pages. It looks at how directly they answer, what format they use, and what facts they state that your page leaves out. It also checks that answer engines can read your page at all, because no amount of rewriting helps a page they can't load.
With that evidence, Kite rewrites your page. It turns headings into the questions buyers ask, moves the answer to the first sentence, adds the table or list the question calls for, and updates the structured data. You approve the changes, and Kite publishes them. A few weeks later, it asks the same questions again and shows you whether your page is now being quoted.
For the wider job of getting your company mentioned in AI answers, including third-party sources and new pages, see Improve your visibility in AI answers. This page focuses on reshaping the pages you already have.
- Find the pages that should be quoted and aren't
- Read the pages AI answers quote instead
- Make sure answer engines can read the page
- Rewrite the page around the questions it should answer
- Publish the changes where your site lives
- Ask the same questions again and see what changed
Find the pages that should be quoted and aren't
The best pages to restructure are the ones that already cover a buyer's question but lose the quote to a competitor. Kite finds them by measuring which pages AI answers quote today.
Kite uses what it knows about your products, customers, and competitors to propose the questions worth tracking, and you can add your own. It runs each one through the four answer engines and records whether your company is mentioned, which competitors appear, and which pages each answer quotes. Kite keeps the same list of questions from one check to the next, so the results stay comparable.
Kite then matches those questions to your pages. A question where your site has a relevant page and a competitor's page gets quoted instead is the clearest kind of opportunity, because the topic is already covered and only the shape of the page is holding it back. If you connect Google Search Console, Kite also finds pages that already rank and get clicks in Google for a question but never appear in AI answers for it.
If you want to see where you stand before you start, Kite's free AI visibility checker asks ChatGPT, Gemini, Perplexity, and Claude the questions your customers ask. In about 45 seconds, it shows whether they recommend your business and who they recommend instead. It's free and needs no account.
Read the pages AI answers quote instead
To learn why a competitor's page gets quoted, Kite opens it and compares it with yours. It reads the pages each answer cites and notes what kind of page each one is, such as a comparison, a "best tools" roundup, a documentation page, or a community thread. It also checks how directly each page answers the question and which companies it names.
The comparison usually shows a pattern. Say a buyer asks, "What's the best scheduling software for dental clinics?" and all four engines quote two roundups and one competitor's comparison page. The competitor's page has a table with prices and features in the first screen, and your page describes the same features in paragraphs further down. That tells Kite to add a comparison table near the top of your page, not to write more paragraphs.
Kite looks for the format the engines already quote for each question, rather than following one rule for every page. The answer engines also weigh sources differently. One may lean on community threads and review roundups, while another follows the search index it is built on. When a change matters more for one engine than the others, Kite tells you which engine it is aiming at and why.
Some questions are won by pages you don't own, such as roundups written by other publishers. Kite notes those too, since rewriting your page won't get you into someone else's list. The AI visibility use case covers how Kite pitches those sources.
Make sure answer engines can read the page
An answer engine can only quote what it can load, so Kite checks the page's technical health before it rewrites anything. Kite's agent-readiness scan runs 24 checks that a marketing website controls and gives your site a score out of 100. The checks cover:
- whether your main text appears without JavaScript
- whether your sitemap and robots.txt let AI crawlers reach the page
- whether your structured data describes your company and the page accurately
- whether your llms.txt file exists and points to working pages
- whether your site has trust pages such as About, Contact, and Pricing
Every check that doesn't fully pass comes with a recommended fix, ranked by how many points it would recover. If something blocks a page from being read, Kite puts that fix ahead of any rewriting, because a well-shaped page that crawlers can't load still earns no quotes.
Rewrite the page around the questions it should answer
Kite rewrites the page so that each buyer question gets its own clearly marked answer. It keeps the page's topic, address, and brand voice, and changes how the information is arranged.
The changes depend on what the quoted pages showed, but they usually include:
- headings rewritten as the questions buyers ask, in their own words
- a first sentence under each heading that answers the question completely
- your company and product named in that sentence, so a quoted passage carries your name with it
- a table for comparisons, numbered steps for processes, and short lists where a buyer is choosing between options
- specific facts that were missing, such as prices, setup times, and the tools you integrate with, drawn from what Kite knows about your business
- a common-questions block for the follow-up questions buyers ask, with matching structured data
Here's what that looks like on one section. Before, a dental scheduling company's page has a heading that reads "Built for busy front desks," followed by three paragraphs about the team's mission. After, the heading reads "How long does it take to set up Brightpath?" and the first sentence says, "Most dental clinics set up Brightpath in one afternoon, and it imports existing patient appointments from Dentrix and Open Dental." Now there's a sentence an answer engine can quote word for word, and it carries the product's name.
Kite only states facts it can support from your website, your team's knowledge base, and its research. When a page needs a fact Kite doesn't have, such as a setup time you've never published, it asks you rather than guessing.
Publish the changes where your site lives
Once you approve the rewrite, Kite publishes it on your site. On a site Kite built and hosts, its changes wait as unpublished changes that you can preview first. When you publish, Kite ships them together and checks that the site displays correctly. Kite also updates the page's structured data, sitemap, and llms.txt entry so they match the new content.
If your site runs on a content system, Kite makes the changes through your connected account. If Kite works on your site's code through GitHub, it merges the change into your main branch, or opens a pull request if that branch is protected. The How-to pages below walk through the work on each system.
Playbooks for this step
- How to make a Webflow site easier for AI search engines to read and citeUpdate the pages, CMS items, metadata, structured data, and crawler settings on a Webflow site.
- How to make a self-hosted WordPress site easier for AI search engines to read and citeRewrite existing posts on a WordPress site you host so their answers come first.
Show 3 more playbooks for this step
- How to make a Contentful site easier for AI search engines to read and citeReshape the content entries behind your pages when your site's content lives in Contentful.
- How to make a Sanity site easier for AI search engines to read and citeApply the same page and structured-data changes to content managed in Sanity.Coming soon
- How to make a Storyblok site easier for AI search engines to read and citePublish restructured page content through Storyblok.
Ask the same questions again and see what changed
After the changes go live, Kite waits two to four weeks and then runs the same questions through the four answer engines again. Answer engines take time to re-read a page, so checking the next day would show nothing useful.
Kite changes a small number of pages in each round and records what it changed and when. That way, when a page starts getting quoted, Kite can connect the result to the specific rewrite that caused it. The new results show which questions your pages now win, which competitors lost the quote, and which pages still need work. Kite uses what it learns to choose the next pages to reshape, and it brings the next round to you for approval.
What you get
A list of pages worth restructuring
The pages that cover a buyer's question but lose the quote to a competitor, with the questions each one should answer.
A side-by-side read of the quoted pages
What the pages AI answers quote do differently from yours, including their format, how quickly they answer, and the facts they state.
A readiness score and fixes
Your site's score out of 100 across 24 checks, with a ranked fix for every check that doesn't fully pass.
Rewritten pages
Your existing pages reorganized around buyer questions, with answers first, the right tables and lists, and updated structured data, ready for you to preview.
A before-and-after check
The same questions asked again after the changes go live, showing which pages are now quoted and what to change next.
How to get started
Start with Kite's free AI visibility checker to see which competitors AI answers recommend for your buyers' questions. Then sign up for Kite and tell it what you want in plain language. You might write, "Our pricing page covers the same questions as our competitors', but ChatGPT quotes theirs. Fix ours," or "Find the five pages on our site that AI answers should be quoting and aren't."
Kite proposes the questions to track and the pages to start with, and you can change either list. It then shows you what the quoted competitor pages do differently and how it would rewrite each of your pages. Kite asks before it publishes anything. Approve the changes with the Approve or Publish button in the Kite web app, or reply in the conversation, and Kite makes them. Once you trust its work, you can let it publish more on its own.
If Kite hosts your website, you don't need to connect anything. If your site runs on Webflow, WordPress, Contentful, Sanity, or Storyblok, connect it when you're ready for Kite to publish there.
Integrations used to make your pages easy for AI answers to quote
Kite measures AI answers and reads the quoted pages with its own built-in tools, so you don't need another account for that part. You connect your content system so Kite can publish the rewritten pages on a site it doesn't host.
Website builders and blogging platforms

Kite rewrites existing pages and CMS collection items, updates their titles, descriptions, and structured data, and tells you whether each change is staged or live.

Kite updates the posts on a WordPress site you host so each one answers its buyer questions up front, and it can save changes as drafts for your team to check first.
Common questions
Do I need to rewrite my whole site?
No. Most sites have a small number of pages that matter for the questions buyers ask AI, such as pricing, comparison, integration, and product pages. Kite starts with the pages that already cover a question where a competitor gets quoted, because those can change the result fastest. It works through the rest in later rounds, guided by what the first changes showed.
Will restructuring my pages for AI answers hurt my Google rankings?
Usually it helps. Clear question headings, direct answers, and accurate structured data are the same things that earn featured snippets and AI Overviews in Google. Kite keeps each page's address and topic, and it checks the page's search rankings along with its AI answers after the change, so you can see the effect on both.
Should I write a new page or fix the one I have?
Fix the existing page when it already covers the question and only the shape is wrong. Write a new page when your site doesn't answer the question at all, or when one page is trying to answer several unrelated questions. Kite makes that call for each question and tells you why. Pages that answer buyers' questions from scratch are covered in Answer engine optimization: how to make your pages easy for AI answers to quote Coming soon and How to get cited by AI answer engines Coming soon .
Does llms.txt make AI answers quote my pages?
An llms.txt file helps AI tools find your most important pages and understand what each one covers, but it doesn't make a page quotable on its own. The page still needs a clear answer an engine can lift out. Kite writes and maintains the file on sites it hosts and updates it whenever your pages change. For more on what the file does, see llms.txt: What It Is and How to Create One for Your Website Coming soon .
Does Kite keep my brand voice when it rewrites a page?
Yes. Kite writes in the brand voice recorded in your team's knowledge base, using your positioning and the way you describe your products. Restructuring changes where the answers sit and how plainly they're stated, but the page should still sound like your company. You preview every change before it goes live, and when you correct how Kite wrote something, it records that and applies it to later pages.
How do I know whether it worked?
Kite asks the same questions through ChatGPT, Gemini, Perplexity, and Claude a few weeks after the changes go live and compares the answers with the first check. You'll see which questions now quote your page, which competitors lost the quote, and how your share of voice changed. If you also want to see how those results line up with your Google rankings, see SEO vs GEO: How to See Where You Rank on Google and Where AI Answers Mention You Coming soon .


