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Pandoratech

GEO: be the business AI assistants name

People now ask an assistant for a recommendation and read the answer instead of ten links. GEO is the work of making your business easy for those assistants to find, understand and quote correctly.

Generative engine optimization (GEO), also called answer engine optimization (AEO), is the practice of preparing a website so that AI assistants such as ChatGPT, Gemini, Perplexity, Copilot and Google’s AI Overviews can read it, trust it and cite it in their answers. It builds on SEO and adds four things: text an assistant can read without running scripts, direct answers and plainly stated facts, machine-readable business data, and one consistent identity across the web.

Sound familiar?

An assistant describes your business and gets it wrong

Other companies are named in AI answers and yours is not

Your site is an app that AI crawlers receive as a blank page

What's included

AI-readability audit

We fetch your pages the way an assistant does, without running scripts, and show you exactly what it receives.

Pages assistants can read

Every page delivered as finished text, not assembled in the browser.

Answer-first content

Questions answered in full sentences that still make sense when quoted alone, plus real tables of facts.

Structured data

Your business, products, prices and FAQs labelled so a machine does not have to guess.

A summary file for assistants

An llms.txt file: your key facts and pages in plain text, generated from the site so it never goes stale.

One consistent identity

The same name, address, phone and description on your site, Google Business Profile and directories.

How an AI assistant decides what to say

An assistant answers in one of two ways. Either it relies on what it absorbed when it was trained, or it searches the web at that moment, reads a handful of pages and writes a summary with links to them. The second is where a business can make a difference today.

To be one of those pages, a site has to pass four tests. It must be findable, which is ordinary SEO. It must be readable, meaning the text is in the page and not drawn later by a script. It must be quotable, with sentences that carry a complete fact. And it must be credible: the same facts wherever the assistant looks.

What makes a sentence quotable

An FAQ answer such as “Yes, after a code audit” means nothing once it is lifted out of the page. “Pandoratech maintains apps it did not build, after a code audit” can be quoted anywhere. We found answers like the first one on our own website; the example below shows what we did about it.

The same holds for numbers. A fact in a real table, with a label beside it, is far easier for a machine to pick up than the same fact in a decorative graphic.

What we do not promise

Nobody can guarantee that an assistant will mention your business. The assistants change often, and none of them publishes its rules. The llms.txt file is a proposed convention, not a ranking signal; we provide it because it costs little and some tools read it. What we promise is that an assistant which does look at your site will find it readable, accurate and easy to quote.

How we did it: examples from our own work

We started with our own website and products, then applied the same work to client sites. The figures are measurements of the live sites that anyone can repeat.

Figures measured on 10 October 2026.

Pandoratech website homepage

Pandoratech

Our own website · Al Ain & Dubai, UAE

Our own website: facts an assistant can lift

Our pages were well designed but thin on facts that stand alone. Many FAQ answers were ten words long and meaningless out of context. Google’s AI summary also described our registered company from its Business Profile without linking it to this website.

What we did

  • Added real tables of facts to service, industry and city pages
  • Published an llms.txt file with quick facts and full-sentence answers that make sense when quoted alone, generated from the same data as the site
  • Published both our brand name and our registered company name, so the two are recognised as one business
  • Cut the work a phone has to do to show the page

What can be measured

59 → 95
Google Lighthouse mobile performance, 3 October 2026
3/3
Lighthouse “agentic browsing” checks passed, 3 October 2026
1,118
words on the home page readable without scripts
Barugzai Motors website homepage

Barugzai Motors

Luxury vehicle conversions · Dubai, UAE

Every car readable by an assistant, with its price

The new Barugzai Motors site is an app. Left as it was, an assistant that does not run scripts would have received the same nearly empty page at every address.

What we did

  • Made every page arrive as finished text, in all three languages
  • Labelled each car with its make, price and availability in structured data
  • Marked up the FAQs the old site had only as plain headings
  • Published a short and a full summary file, rebuilt whenever the stock changes
  • Welcomed the main AI crawlers by name in the site’s crawler rules

What can be measured

1,333
words on the home page readable without scripts
123 KB
full summary file: every car and FAQ
100/100
Lighthouse “agentic browsing” score
JM Consultancy Services website homepage

JM Consultancy Services

Business setup consultancy · Dubai, UAE

A service firm explained the way people ask

People ask assistants things like “how do I open a company in Dubai?”. JM Consultancy’s site had to answer in the same plain terms, in six languages.

What we did

  • Gave every service its own page that opens with what it is and what is included
  • Labelled the firm, each service and the home-page FAQs in structured data
  • Generated the summary file from the same content as the pages
  • Delivered all six languages as finished text

What can be measured

1,807
words on the home page readable without scripts
6
languages readable without scripts
100/100
Lighthouse “agentic browsing” score
Presso website homepage

Presso

Laundry & dry-cleaning software · UAE & GCC

Claims with a source and a date

An assistant weighs how far to trust a page. On our own product sites we made that easy to judge.

What we did

  • Showed a real “last updated” date on every page
  • Linked figures to official sources, and left a figure uncited when we could not verify it
  • Described city coverage as a service area instead of inventing local branches
  • Published a summary file for each product

What can be measured

1,111
words on presso.ae’s home page readable without scripts
1,130
the same on tailoroo.com
Nanba Wear website homepage

Nanba Wear

Gloves & sportswear manufacturer · Sialkot, Pakistan

A whole catalogue summarised in one file

A buyer may ask an assistant for a manufacturer of a particular glove or jacket. Nanba Wear’s catalogue has more than 1,300 styles.

What we did

  • Published a summary file listing the ranges, what is made and how ordering works
  • Welcomed the main AI crawlers by name in the crawler rules
  • Described the company in structured data

What can be measured

829
words on the home page readable without scripts
20 KB
summary file for assistants

What an assistant receives from each site

Each home page was fetched without running any script, the way many AI crawlers fetch it, on 10 October 2026.

What an assistant receives from each site
WebsiteWords readable without scriptsSummary file (llms.txt)Structured data on the page
JM Consultancy Services1,807YesProfessional service, FAQs
Barugzai Motors1,333Yes, short and fullCar dealer, cars with prices, FAQs
Tailoroo1,130YesSoftware product, organisation, FAQs
Pandoratech1,118YesOrganisation, local business, FAQs
Presso1,111YesSoftware product, organisation, FAQs
Nanba Wear829YesOrganisation

A site built as a browser app with none of this work typically returns close to zero words here. These figures show readiness. They are not a count of AI mentions.

SEO and GEO side by side

SEO and GEO side by side
QuestionSEOGEO
What is the goal?Appear in the list of search resultsBe named or quoted inside the answer itself
Where does it happen?Google and Bing searchChatGPT, Gemini, Perplexity, Copilot, Google AI Overviews
What is being judged?Whole pagesSingle passages, facts and figures
What helps most?Readable pages, the right page per search, sound addresses, links from other sitesText readable without scripts, direct answers, fact tables, structured data, one consistent identity
How is it measured?Google Search Console: impressions, clicks, positionsAsking the assistants a fixed list of questions and recording whether you are mentioned, cited and described correctly
What do they share?The same foundation: a site machines can read and people can trustThe same foundation: a site machines can read and people can trust

How we work

  1. 1

    Ask

    We put your customers’ questions to the main assistants and record the answers.

  2. 2

    Read

    We fetch your site as an assistant does.

  3. 3

    Fix

    Readable pages, direct answers, facts, structured data.

  4. 4

    Align

    One identity across site, Business Profile and directories.

  5. 5

    Ask again

    The same questions, compared with the first round.

Why Pandoratech

  • We did this to our own website and products first, and publish what we measured.

  • GEO depends on how a site is built, and we are the ones who build it.

  • We tell you what cannot be promised, including that no one can guarantee an AI mention.

Frequently asked questions

What is GEO?

GEO stands for generative engine optimization. It is the work of preparing a website so that AI assistants such as ChatGPT, Gemini, Perplexity and Google’s AI Overviews can read it, trust it and cite it. Some people call the same work AEO, answer engine optimization.

Does GEO replace SEO?

No. Assistants that search the web still find pages through search engines, so a site that is weak in SEO is rarely strong in GEO. GEO adds a layer on top: readable text, direct answers, clear facts and a consistent identity.

Can you guarantee that ChatGPT will recommend my business?

No. Nobody can, because the assistants do not publish how they choose and they change often. We make sure that an assistant looking at your site finds accurate, readable and quotable information, and we measure by asking the same questions before and after.

What is llms.txt, and does it work?

It is a plain-text file at the root of a website that summarises the business and links to its key pages, written for AI tools. It is a proposed convention, not an official standard, and no major assistant has promised to use it. We add it because it is cheap, some tools already read it, and Google’s Lighthouse audit checks for it.

How do you measure GEO?

In two ways. First, readiness: how much of each page an assistant can read without scripts, whether the structured data is valid, whether the facts match everywhere. Second, outcome: we agree a list of questions your customers ask, put them to the main assistants before and after the work, and record whether you are mentioned, cited and described correctly.

Should we block AI crawlers or let them in?

If you want assistants to recommend you, let them in: a crawler that is blocked cannot read your pages. Businesses that sell their content, such as publishers, may decide differently. We set the rules to match your choice and write them down.

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