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AI search and visibility

Generative engine optimization for small businesses

See what the original GEO study measured, then run a small test on a page your customers already need.

By Réson

4 min read

Two source cards connected by lines to a larger answer card
In this article
  1. What the original GEO study measured
  2. Give the answer a page of its own
  3. Generative engine optimization starts with SEO
  4. Separate three results in your notes
  5. Publish evidence you can keep current
  6. Run a small test you can repeat

Generative engine optimization, or GEO, is the work of making your pages easier to find and cite in AI answers. For a small business, start with one question customers already ask. Publish a clear answer on a page the search tool can reach. Then check whether the answer is cited and whether it gets the details right.

What the original GEO study measured

The researchers built a benchmark of 10,000 queries. They rewrote sources in different ways and looked at how much those sources showed up in the generated answers. Their measures included the share of words attributed to a source, with a version that gave more weight to an early mention.

The paper reported visibility gains of up to 40% under its test conditions. Citing sources and adding relevant figures or quotes helped in some settings. The strongest edits varied by topic. The study measured visibility inside answers, so the figure cannot tell you how many extra visitors, leads or bookings a real business would get. Read the GEO study and its methods.

Give the answer a page of its own

Say you run a bike shop and people ask whether you service electric cargo bikes. Put the answer near the top of your repair page. Name the bikes and work you handle. Give a price range if it is current, and say what changes the quote. Link to the booking page and date any details that can go stale.

If customers mostly ask about turnaround time, update the service page before writing a long article about e-bikes. A simple page with the right facts gives both a person and a search tool a place to check them. Use figures from your own work when they help. If a fact comes from another source, link to it so the reader can check it too.

Generative engine optimization starts with SEO

Check that your page is indexable and that the answer is in visible text. Link to it from a page a customer can find. For Google's AI features, Google says the page must be indexed and eligible to appear with a snippet. Its guidance calls for the same search basics and says there is no special markup to qualify. For ChatGPT, check the current search crawler rules. See Google's AI search guidance and OpenAI's ChatGPT search guide.

Separate three results in your notes

A tool might name your shop and cite a local directory. Another answer might cite your service page but get the opening hours wrong. A third might answer the question with a link to your page without using your name. Mark those results in different columns. They point to different fixes.

If an answer uses a directory listing with old hours, update the listing. If it cites your page and still gets the hours wrong, look for a conflict on the page itself. A holiday banner, old PDF or text inside a picture can give people and machines several answers. If it cites your page and gets the facts right, write down the prompt so you can test it again.

What you sawWhere to look first
Shop named with a link to an old listingCorrect the old listing and confirm the public site matches
Correct link with wrong hoursLook for two sets of hours or an old notice
Correct facts without a linkRecord the mention separately from citations
Competitor cited for a question you can answerCheck whether you have a useful page on that question

Publish evidence you can keep current

If the shop has answered the cargo bike question for years, it may have a useful detail no directory has. It could explain how it checks that a loaded bike fits on the repair stand. It could show a photo of the actual setup and say which models it can handle. That helps a customer decide whether to bring their bike in.

Before you add a new figure, ask where it came from. Use a current service list for what you charge and a dated sample of repair jobs for how long work took. A short first-hand example is enough if it answers the question. Link to a product manual when the answer depends on the maker's specs. Leave enough context for a reader to know which models the figure applies to.

Put one person in charge of stale details. Note the last time you checked the page and mark facts that change by season. Review your service pages when prices or hours change. You can fix a source in a few minutes if you know where the facts are kept.

Run a small test you can repeat

  1. Pick three prompts, including one with your business name and one that asks about the service without naming you.
  2. Record the date, tool, location, prompt, exact source URL and any wrong facts. Keep a copy of the answer.
  3. Edit one page. Once the search tool can see the update, try the same prompts again in fresh chats. Run each prompt more than once.
  4. Compare how often the answer cites your page and how often it gives the right facts. Check visits and bookings separately.

Use the same sample when you test again next month. For a sheet you can adapt, see how to run an AI visibility check. If you want to work on a single platform first, start with how to get your business cited by ChatGPT.

A Réson website check showing crawl access and a metadata issue

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Frequently asked questions

Does GEO replace SEO?

For the pages you want cited, start with the usual SEO work: crawl access, clear pages and links readers can follow.

Does the 40% figure predict traffic?

It describes visibility under the study's test conditions. Record site visits and business results separately.

How often should I test?

Choose a cadence you can repeat. Compare the same prompts and tools and run each prompt more than once.

Sources

  1. GEO study and its methodsarxiv.org
  2. Google's AI search guidancedevelopers.google.com
  3. OpenAI's ChatGPT search guidehelp.openai.com

About the author

Réson

Réson is an AI marketing workspace for small businesses. It learns your business from your website, drafts posts, campaigns and articles, and waits for your approval before anything goes out.

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