← All case studies

Search positioning on Google and ChatGPT: ×12 weekly impressions

Search positioning on Google and ChatGPT: what SEO and AEO are, how they work and what they bring. ×12 weekly Google impressions in 2 weeks.

Year2026
IndustryBusinesses that want to be found
What we did
  • Search positioning
  • SEO
  • AEO: positioning on ChatGPT
  • Lead tracking by source
Sample data

In this example, Google brings the most people.

  1. Google impressions 24,000
  2. Website sessions 1,200 5 %
  3. Stayed 620 51.7 %
  4. Wanted to talk 120 19.4 %
  5. Left their details 48 40 %
  6. Had a meeting 16 33.3 %
  7. Got a proposal 9 56.3 %
  8. Won 4 44.4 %
  1. Google impressions 24,000
  2. Website sessions 1,2005 %
  3. Stayed 62051.7 %
  4. Wanted to talk 12019.4 %
  5. Left their details 4840 %
  6. Had a meeting 1633.3 %
  7. Got a proposal 956.3 %
  8. Won 444.4 %
Saw a case Didn't see a case % of the previous step
The funnel in our back office · sample data · logarithmic thickness

The case on video, explained.

Go to the questions ↓

People look for you in two places

Someone needs what you sell. They search Google or ask ChatGPT. Positioning is the place you hold in that answer: if you come up top, they call you, and if you don't come up, they call someone else. Here's how each one works, what it brings, what we achieved with it and how we follow each lead's path: which source it came from and how far it got.

Agencies above the developers

We got real estate developers to rank below real estate agencies, and the agencies are our clients. When someone searches, they see the agency first. That spot wasn't bought with an ad: it was earned through positioning.

A property search

  1. Real estate agencyOur client
  2. Real estate developerOrganic result
  3. Real estate developerOrganic result
Diagram · no names

SEO: coming up top on Google

SEO is the work of getting Google to show you when someone searches for what you sell, without paying for the spot. Google does three things: it reads your page, files it by topic and, on each search, ranks what it has. The work is getting your page through all three. What it brings: people who didn't know you find you, right when they need you.

  1. Reads

    A Google bot goes through your page and reads what it says.

  2. Files

    It files it by topic. If it's not in there, it doesn't exist for Google.

  3. Ranks

    On each search, it puts first the page that answers best and earns the most trust.

What moves your spot
  • A page that loads fast
  • One page for each thing you sell
  • Content that answers the search
  • Other sites linking to you
How Google works

AEO: getting ChatGPT to name you

AEO is positioning on answer engines: ChatGPT, Perplexity, Gemini. People there don't type two words: they tell their whole situation. The assistant reads several sources, writes one answer and cites a few. There's no list to sit lower on: it names you or it doesn't. What gets cited most are pages with the answer in the first sentence, headings written as questions, tables, a visible date and sourced data. What it brings: a third party recommends you, and that carries a different weight than an ad.

AI assistant

I take orders on WhatsApp all day. Is there anything better than an ordering app for wholesalers?

Reads these sources
  • Your page
  • A vendor's blog
  • A directory
  • Official docs
  • A news article
Writes one answer And cites:Your pageA directory
How an assistant works · diagram

SEO and AEO, side by side

They work together: Google's AI answers mostly cite pages already ranking high in its results. What you do for one usually helps the other.

What people type

A few words: “software for distributors”.

Their whole situation, as they'd tell a colleague.

What they get

A list of pages to choose from.

A finished answer, with few sources.

What you win

A spot high on the list.

Being named in the answer.

How you win it

Fast pages, one per topic, and links from other sites.

Clear answers, real cases and other sites mentioning you.

How it's measured

Impressions, clicks and rank, in Search Console.

Set questions to the assistants: whether they name you and who they cite.

What good positioning brings you

Ads bring people while you pay and stop when you stop paying. Positioning takes longer to get going, and what you build stays. One doesn't replace the other: the difference is what you're left with afterward.

Time →
  • New people

    You show up for what they need. Whoever searches your name already knew you.

  • With the need already there

    They searched or asked because they need it now.

  • It keeps working

    A well-positioned page keeps bringing people after you stop the ads.

A diagram to get the idea, not a measurement

How we see our own positioning

The first thing we did was apply it to our own website. On Google it already shows: ×12 weekly impressions in 2 weeks, from people looking for something else who found us. On ChatGPT and the other assistants, others hold that spot today, and that's the spot we're going after: we measure it every week with the questions a buyer would ask.

On Google ×12

weekly impressions, in 2 weeks. Most of them aren't searching for our name anymore.

Some real searches
  • empresas de software caba
  • globant alternativa
  • software factory en santa fe
  • que es un forward deployed engineer
On ChatGPT and other assistants

We ask them what a buyer would ask, without naming ourselves, and note who they name.

What we ask
  • I hired a software factory and it left me a system nobody uses. What way of working avoids that?
  • My reps send orders on WhatsApp and they get retyped. How do I automate it?
Who they cite today
  • Vendor blogs
  • Directories and lists
  • Official docs

Those pages usually lack a named author and a real case. That's our way in: each question has one of our pages assigned to answer it.

mithandir.com · Search Console and our own measurement on AI assistants

The lead's path in each source

Positioning without measuring is guessing. Every inquiry comes with its source: Google, ChatGPT and other AI, social media or direct. In our back office we follow each one as far as it got: whether it reached the website, stayed, wanted to talk, left their details, had a meeting, got a proposal and bought. That's the chart at the top, with sample data: tap each source and you'll see where the path breaks. That's how you know whether what Google or ChatGPT brings ends in a sale, and not just a visit.

If you want to position your page, answer these questions and we'll tell you the best way to do it

From your answers we see where you stand and whether you should start with Google or ChatGPT.

Assessment

5 questions, 1 minute. We'll tell you the best way to position your page.

Today, if someone searches for what you sell, do they find you?
What do you want to achieve?
How many people work at the business?
When do you need it?
Who makes this decision at the business?
Last step: who should we write to?

We only use it to reply about this assessment.