Answer engine optimization · Udupi & Mangaluru

Help AI assistants get your facts right

We turn your key pages into plain answers, label them for machines and make your listings agree, so ChatGPT, Gemini and Google's AI have the right facts to repeat. Then, from our Udupi studio, we check those answers with you every month.

Demo screen with made-up data.
Plain, direct answers
written for customers first, machines second
Checked every month
the same questions, asked of several assistants
Google and AI together
the same groundwork helps both kinds of search
Accounts in your name
Business Profile, Search Console, analytics

In short

What is answer engine optimization (AEO)?

Answer engine optimization (AEO) is the work of making a business easy for AI assistants, such as ChatGPT, Gemini and Google's AI Overviews, to find, understand and name correctly. It means plain answers on the business's own pages, labels that machines can read, and the same facts on every listing. Whirl Designs, a studio in Udupi, offers AEO to businesses on the Karnataka coast and across India.

Updated · Whirl Designs, Udupi

Start here

Where should the work start?

AI answers are built from two places: your own website, and what the rest of the web says about you. Most businesses need one of them fixed before the other, and we will tell you which.

Your listings first

Best for: Shops and services people find on a map

  • Google Business Profile filled in: hours, services, photos, questions
  • Old or wrong directory listings found and corrected
  • Reviews asked for, and every one answered

Your own pages first

Best for: Businesses whose customers ask before they buy

  • A direct answer at the top of each key page
  • The questions your staff hear every day, answered in plain words
  • Labels that tell machines what each page is about

Both, checked every month

Best for: When AI answers already name someone else

  • Your customers' questions put to several assistants
  • A record of who is named and which source is cited
  • Each month's fixes chosen from what the answers say

If your Google Business Profile is empty or out of date, start with the first card. It is the quickest fix, and Google's own AI answers draw on it.

Our work

No AI-answer results to show you yet

We have no client results for AI answers to show you yet, so there is no case study on this page, and we will not pass off one good screenshot as proof. The AI answer pictured at the top is a mock-up, and its caterer is made up. The groundwork, though, is built and live on our own site and on client sites.

Our own site is where we practise it. whirldesigns.com has an llms.txt summary written for AI assistants, and its pages carry structured data (hidden labels) for its services, its FAQs and the trail of links back to the home page. The site's chat assistant builds its replies from our own pages: about 260 passages taken from our services, FAQs and articles. When a question closely matches a written FAQ, it gives that answer word for word, so it cannot make things up; when it cannot help, it hands the chat to a person on Telegram. That is the idea behind AEO: short, written answers a machine can repeat without guessing.

  • Padmavathi Tours & Travels: a 190-page site covering every vehicle, route and town that customers search for, with its vehicles, trips and FAQs labelled in structured data
  • Padmavathi Tours & Travels: its route and fleet pages are all built from a single data file, so their facts come from one place
  • Times of Karkala: structured data for news results, on a portal that publishes daily in Kannada and English

Closest projects

What you get

Six parts of the work

The written plan names each one, with the pages and listings it will touch.

  1. Answer-first pagesEach key page opens with the question a customer asks and a direct answer in two or three sentences: what you do, where, for whom and how soon. Written with you, in your words, and never stuffed with keywords.
  2. Labels machines can readStructured data: hidden labels that tell machines this page is a business, with these hours, these services and these questions and answers. Each label matches what a visitor can see. Google stopped showing FAQ drop-downs in its results in May 2026; the labels still help machines read your answers.
  3. One fact sheet, every listingYour name, address, phone, hours, services and the towns you serve are written down once, and Google, Bing, Justdial, Sulekha, your social pages and trade directories are made to match. AI answers repeat what these listings say, mistakes included.
  4. Reviews that say somethingAssistants read what reviews say, not only the star rating. You get a simple way to ask every real customer for a review, and help replying to each one. Reviews are never bought, filtered or written for you.
  5. A site robots can readThe robots that AI assistants send to read websites must not be blocked, your main text must show without extra clicks, and pages must open quickly on a phone. An llms.txt summary is added as a small extra.
  6. Every account in your nameGoogle Business Profile, Search Console, Bing Webmaster Tools and analytics are set up or kept in your business's name. We are added as users, so you can remove us at any time and lose nothing.

How it runs

How the work runs

The audit and the first fixes take about a month. After that, the work runs on a monthly check.

  1. Audit: ask what customers ask

    With you and your staff, we list twenty to thirty questions customers really ask, then put each one to ChatGPT, Gemini, Perplexity and Google's AI Mode. You see every answer: who was named, what was wrong, which sources were used.

  2. Audit: trace the sources

    Next comes what those answers were built from: your website, your Business Profile, directories and reviews. Wrong phone numbers, old hours and pages the robots cannot reach all go on one list.

  3. Plan, in writing

    The fixes, listed in order of what customers ask most: which pages to rewrite, which listings to correct, which questions need a page of their own. Work starts only once you have signed it off.

  4. Produce: write, label, correct

    We write the answers with you, add the labels, correct the listings and publish. Nothing goes live that you have not read, because any fact on your page may be repeated by an AI.

  5. Report every month

    The same questions are asked again and saved next to last month's answers, so you can compare. A short report in plain words covers what changed, the visits AI assistants sent you, and the next three fixes.

Not a fit

When AEO is not your next step

  • Your website has two or three thin pages. Assistants need something specific to repeat, so the pages have to be built first, and that is website work, not this.
  • You are about to change your name, address or phone number. Make the move first, or every listing gets corrected twice.
  • You want AI to write a page for every town and keyword. Search engines filter out thin, repeated pages, and our own public audit of our location pages shows why that approach fails.
  • You want to be named for services or towns you do not really cover. An assistant that sends a customer to you for work you cannot do earns you a bad review, not a sale.

5.0 on Google — read our reviews

Questions

Questions about answer engine optimization

How is AEO different from SEO?

SEO works to get your page into the list of search results; AEO works to get your facts into the answer an AI assistant writes above that list, or in place of it. Most of the groundwork is shared, so one helps the other. AEO adds plain question-and-answer writing, listings that agree and a regular check of what assistants actually say. You may also see it called GEO, generative engine optimization.

How do AI assistants decide which local business to mention?

They use what they can find and trust about you: your website, your Google Business Profile, the text of your reviews, directories, ranked lists of local businesses and question-and-answer threads that name you. When those sources agree on who you are and what you do, you are easier to recommend. When they disagree, an assistant may give out an old phone number, or name another business instead.

Can you guarantee that ChatGPT or Google's AI will mention my business?

No. Nobody outside OpenAI or Google controls what their assistants say, and the same question can get a different answer tomorrow, or when someone else asks. What we can do is remove the reasons an assistant skips you or gets you wrong: missing answers, listings that disagree, pages its robots cannot read. Then we show you, every month, what the answers say.

Do I need a new website for AEO?

Usually not. Most of the work is rewriting the top of the pages you already have, adding labels and correcting your listings, so your site keeps its address and the search history it already has. A new site makes sense only when the current one has almost nothing to say, cannot be edited, or cannot be read by AI tools at all.

What is an llms.txt file, and does my site need one?

An llms.txt file is a short plain-text summary on your website that tells AI assistants who you are and which pages matter. It is quick to add, and we publish one on our own site. But Google has said its search does not use it, and there is little evidence yet that it changes what assistants say. We add it as a small extra; the real work is on your pages and listings.

How long does AEO take to show results?

The first fixes to your pages and listings usually go live within three to four weeks. Assistants then pick them up at their own pace: those that search the web while they answer can reflect a change within days, while others take months. That is why we ask the same questions every month for at least three months before judging what worked.

Should our answers be in Kannada as well as English?

If your customers ask in Kannada, yes. Assistants usually reply in the language of the question, and a page that already answers in Kannada gives them your own words to use instead of a rough translation. We write the Kannada and English versions with you, keep the facts identical in both, and check the answers in each language.

Can you measure how often AI assistants mention us?

Only in part, and every report says so. ChatGPT and Gemini give businesses no count of how often they named you, though Bing Webmaster Tools now shows how often Microsoft Copilot cites your pages. The rest is the saved answers to your list of questions, the visits from assistants such as ChatGPT or Perplexity in your analytics, and what new customers say when your staff ask how they found you.

Worth reading first

Ready when you are

Let's build something that lasts.

Send us the questions your customers ask most, and you will get a written plan back that starts with what AI assistants say about you today.

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