Generative engine optimization Google & AI answers

Your buyers ask ChatGPT who to hire. Are you in the answers?

See who ChatGPT, Gemini and Claude recommend in your field, and which Google searches your competitors win. Then get your experts into those answers.

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This is where your buyers look now

They don't open ten tabs any more. They ask one question and read one answer, and the answer names three or four companies. If you're not one of them, you never hear about the deal.

#2LinkedIn's rank among the sites AI answers cite

Semrush, early 2026 · Profound, March 2026

Example
Who in Finland really knows how to cut cloud costs?
AI answer

Aurora Cloud is the name that comes up most1, and Kestrel Consulting's partner writes about FinOps every week2. Both have helped mid-sized SaaS companies.

Cutting AWS spend by 40%auroracloud.fi · article1 Anna Kestrellinkedin.com · post2

Northwind does exactly this work. It isn't mentioned.

We show you exactly where you stand

Measured on your site, your competitors and the three assistants your buyers use. No estimates, no traffic guesses: who gets named, who ranks, and for what.

Example report
northwind.fi

When buyers ask AI who to pick, you aren't the answer.

ChatGPT, Gemini and Claude named 31 companies across 6 buyer questions. Not once was it Northwind.

12Aurora Cloud
vs
0Northwind
Who AI recommends
CompanyChatGPTGeminiClaudeTotal
Aurora Cloud 453 12
Kestrel Consulting 324 9
Vantage Partners 231 6
Polar Ops 122 5
Northwind 000 0
What we asked, the way a buyer would
  1. Which company can help us cut our AWS bill without a migration?
  2. Best FinOps consultancy in London for a 200-person SaaS company?
  3. Which firms actually know Kubernetes cost optimisation in the UK?
  4. …and a lot more questions for your field
Searches you're missing
“cloud cost optimisation”1,300 searches a month · Aurora Cloud sits at #3, you're nowhere
“finops consulting”480 searches a month · Kestrel Consulting sits at #2, you're nowhere
“aws cost reduction”880 searches a month · Aurora Cloud sits at #5, you're nowhere
Contact sales We'll run this report for your company.

AI quotes people. Your people aren't saying anything.

The assistants build their answers from what credible people have written in public. Your experts know more than the firms that get named. They just haven't written it down, and they won't.

01 · Talk

We interview your experts.

Twenty minutes, every other week, about the questions your buyers ask. They talk. Nobody writes.

02 · Publish

We publish what they said.

LinkedIn posts under their names: AI quotes those. Articles on your site: Google ranks those.

03 · Measure

We check again every quarter.

Same questions, same assistants. You see your name start to show up.

What people ask first

What is GEO?

Generative engine optimization (GEO): making sure that when somebody asks ChatGPT, Gemini or Claude for a recommendation in your field, your company is in the answer. It's SEO's sibling for the place more and more buyers now start.

How is it different from SEO?

SEO earns a place in a list of links. GEO earns a sentence in an answer, and the assistants build those sentences from what credible people have written: articles, and very often LinkedIn posts. You need both, and both come from the same thing — your experts saying something specific in public.

How fast can it change?

Search moves in months. AI answers move faster, because the assistants search the web as they answer. Teams that publish every week usually see their name appear within the first quarter, and the report re-measures it every quarter so you can see it happen.

Every week you're not visible in AI searches, a competitor is winning.

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