Getting cited by ChatGPT and Google

Google says there are no extra requirements to appear in AI Overviews or AI Mode, and OpenAI says ChatGPT search finds sites through its OAI-SearchBot crawler. Complete process pages, comparison pages, and accurate listings do most of the work.

Written by Shopfloor Agency's lead engineer, who holds a bachelor's degree in Mechanical Engineering and has spent 10 years on marketing for manufacturers.

What this guide concludes

  1. Google says there are no additional requirements to appear in AI Overviews or AI Mode, and that the best practices for SEO remain relevant for them.
  2. OpenAI says sites that block its OAI-SearchBot crawler will not be shown in ChatGPT search answers, so check that your robots.txt file allows it.
  3. In Pew Research Center’s March 2025 sample, 88% of Google AI summaries cited three or more sources, so an answer is shared with other suppliers.
  4. Process pages with specifications as text, comparison pages, and short questions and answers give an assistant sentences it can quote whole.
  5. Google says local results are mainly based on relevance, distance, and popularity, and counts reviews and links toward how well known a business is.
Contents6 sections

How a manufacturer gets cited by ChatGPT and Google AI#

A manufacturer gets cited by ChatGPT and Google’s AI answers with the same work that earns a Google ranking: complete process pages, comparison pages, figures in tables, short questions and answers, accurate listings, and reviews. Google’s guidance on AI features says, “There are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary.”

The table sets out what helps and the source for each point. Our manufacturing SEO covers every row for $675 a month, starting once your website is live.

What helps a manufacturer get cited in AI answers
What helpsWhy it helps
Complete process pagesGoogle lists making sure important content is available as text among its best practices for AI features.
Comparison pagesBuyers search one option against another, and a page that compares them answers that search directly.
TablesA table row keeps each figure beside its label, so it still reads correctly when quoted alone.
Questions and answersA short answer under a real question can be quoted whole. Google says structured data should match the visible text.
Consistent listingsGoogle says businesses with complete and accurate information are more likely to show up in local results.
ReviewsGoogle counts how many reviews you have toward how well known your business is.
OAI-SearchBot allowedOpenAI says sites that block it will not be shown in ChatGPT search answers.
  • Your process pagesMaterials, sizes, and standards as text
  • Your comparison pagesOne option against another, in a table
  • Your Business Profile and listingsThe same name, address, and phone everywhere
  • Your reviewsWhat customers wrote about the work
The AI answer

A buyer asks which shops run a process near them. The answer names a few suppliers and links to the pages it used.

88% of Google AI summaries in Pew's March 2025 sample cited three or more sources.

What an AI answer can draw on when a buyer asks about a process, and where your company fits in it.

What Google says about AI Overviews and AI Mode#

Google says the best practices for SEO remain relevant for AI Overviews and AI Mode, and that a page must be indexed and eligible to show in Google Search with a snippet to appear as a supporting link. In Pew Research Center’s March 2025 sample, about one in five Google searches produced an AI summary.

Google also says AI Overviews and AI Mode may run several related searches across subtopics to build one answer. For a manufacturer, that is the case for a page per process, per material, and per comparison: each subtopic a buyer’s question touches is a page that can be drawn on.

  • In Pew’s sample of 900 US adults, 88% of AI summaries cited three or more sources, so each answer is shared with other suppliers.
  • People who saw an AI summary clicked a regular search result on 8% of visits, against 15% for people who did not.
  • Google reports traffic from AI features inside the Search Console Performance report, within the Web search type, with the rest of your search traffic.

Fewer clicks make each visit and each mention count for more, which is why our monthly report on the SEO work for manufacturers starts with the quote requests that came in and where they came from.

How ChatGPT search finds a manufacturer’s website#

ChatGPT search finds websites through OpenAI’s OAI-SearchBot crawler. OpenAI’s crawler documentation says, “Sites that are opted out of OAI-SearchBot will not be shown in ChatGPT search answers,” though they can still appear as navigational links.

The first check takes a minute. Open your robots.txt file, the short file at yoursite.com/robots.txt that tells crawlers what they may read, and look for OAI-SearchBot or a line that blocks every crawler. OpenAI treats OAI-SearchBot separately from GPTBot, its crawler for training models, so you can allow search and block training if you prefer. Our own site allows both.

Once the crawler can read your pages, what it finds is up to you. The pages below give it specific sentences to quote: a process, a material, and a number in one line.

Pages that get a manufacturer cited in AI answers#

The pages that get a manufacturer cited are complete process pages, comparison pages that set one option against another in a table, and pages of short questions and answers. Each gives an assistant a sentence it can lift whole.

  • Process pages carry the facts. A page that states the materials, sizes, tolerances, and standards as text answers the question an engineer asks an assistant. Our guide to what goes on a process page sets out each part.
  • Comparison pages answer the “which one” question. Buyers search one option against another. Between 26 September and 10 November 2026, “chrome vs stainless steel” showed ercsurftech.com in Google 379 times. Our own agency comparisons put each fact in a table.
  • Tables keep figures with their labels. A row that reads “Typical film thickness, 1 to 4 µm” is still correct when it is quoted on its own.
  • Questions and answers match how people ask. We give each page four questions, answer each one in its first sentence, and add FAQ structured data that matches the visible text.

Every website we build starts with these pages, and the AI assistant on it answers buyers from the same approved text.

Listings and reviews outside your website#

Google says local results are “mainly based on relevance, distance, and popularity,” and that how well known a business is depends partly on how many websites link to it and how many reviews it has. A complete Business Profile and the same details on every listing cover the first part.

  • Your company name, address, phone number, and hours read the same on your website, your Business Profile, and every directory you appear in.
  • Your Business Profile names the processes you run, with photos of your floor and your parts.
  • You ask customers for reviews after a job ships, and you reply to every one.
  • Industry directories and supplier listings link to your process pages.

Our Google Business Profile management keeps the profile complete and drafts a reply to every review for you to approve, at $235 a month per profile. Every price is on the pricing page. A new site starts its search history from launch, as our guide to how long SEO takes shows, and an older one keeps it through a redesign with redirects.

Questions about getting cited by AI search#

Four questions owners ask about getting cited by AI search.

Do I need special optimization to appear in Google AI Overviews?

No. Google says there are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary. A page has to be indexed and eligible to show in Google Search with a snippet, and the usual SEO best practices apply.

How do I know if ChatGPT can find my website?

Check your robots.txt file, the short file at yoursite.com/robots.txt that tells crawlers what they may read. OpenAI says sites that block OAI-SearchBot will not be shown in ChatGPT search answers. If the file blocks it, or blocks all crawlers, your web person can change it in a few minutes.

Can I see how many buyers come from AI answers?

Partly. Google says traffic from AI Overviews and AI Mode is included in the Performance report in Search Console, within the Web search type, alongside the rest of your search traffic. For ChatGPT and other assistants, add an AI assistant option to the “how did you hear about us” question on your quote form.

How long does it take to get cited in AI answers?

There is no published timeline. A page has to be crawled and indexed first, which Google says can take a few days to a few weeks, and the same pages that move in Google over three to six months are the ones AI answers draw on.

The pages, the listings, and the monthly report are all part of our SEO service for manufacturers.

Written by someone who read the drawings first

Shopfloor Agency is led by an engineer who holds abachelor's degree in mechanical engineering and works only with US manufacturers and industrial service companies. That background is why this guide spends its time on tolerances, certifications, and what a good request for quote looks like.

First published
November 14, 2026
Last checked
November 14, 2026
Length
10 minutes, 6 sections
Price
Free to read
  • Digital marketing for manufacturers

    How a US manufacturer gets found online and wins quote requests, with every channel ranked, what each one costs, a 90 day plan, and 46 named sources.

  • Manufacturing website examples

    We measured sixty-six US manufacturer websites against ten checks a buyer makes, and show what the best ones do well and where most fall short.

  • How to write a website RFP

    A complete website RFP (request for proposal) template you can copy, with a scoring sheet, price bands to budget against, and the questions that separate the bidders.

  • Industrial SEO: a guide for industrial companies

    How to build your keyword list from your own quote log, turn it into a list of pages, fix the technical faults common on industrial sites, and measure the results over a long sales cycle.

  • Manufacturing marketing strategy

    The six decisions behind a manufacturing marketing strategy, from who buys to what it costs, with a twelve month plan and a one page version you can fill in.

  • How much does a manufacturing website cost?

    A custom manufacturing website costs $10,000 to $25,000 for 10 to 20 pages and $25,000 to $50,000 with a product catalog, and a specialist industrial agency such as Windmill Strategy starts at $40,000. Ours is $6,000, one time.

  • What pages does a manufacturing website need?

    A manufacturing website needs a home page, a page for each process, and pages for industries, quality and certifications, equipment, quotes, contact, and careers. This guide sets out what goes on each one and how many you need.

  • RFQ forms for manufacturers

    An RFQ form should ask for the drawing, the quantity, the material, the process, and the date needed, accept the CAD files buyers send, and get a reply the same day.

  • How long SEO takes for manufacturers

    Searches for one process in one material usually move in three to six months, and broad searches in nine to eighteen. Google says some changes take effect in a few hours and others take several months.

  • What goes on a process page

    A manufacturing process page names one process, states the materials, sizes, tolerances, and standards as text, shows the equipment, answers the questions buyers ask, and ends with a button to the quote form.

Find out which part of this guide to do first.

Tell us what you make and who buys it. We will reply with a direct answer about which part of this guide is worth doing first for your company.