CASE FILE · DISCOVERYSTACK.AI · POST-SEO ERA
FILE NO.
DSAI-001
FILED
May 26, 2026
STATUS
OPEN
SEVERITY
LOW 1/4
CATEGORY
B2B SALES
READING TIME
5 MIN

How a new expert site entered Google AI answers in 60 days

In 60 days, a new Polish expert site entered Google AI answers — alongside global B2B software brands, with no podcasts, no industry media, and no large budget. Proof that a small company can realistically compete for a place in AI today.

Time to effect
60 DAYS
from site launch to citations in Google AI
Categorical keywords
70+
B2B sales in search results
References in LLMs
~200
independent author citations across contextual queries
Measurement points
96+
across leading generative engines, as of 2026-05-26

In brief: A new Polish expert site in one of the most saturated B2B categories — sales consulting — began being cited in Google AI answers within 60 days of launch, with no podcasts, no industry media, and no large budgets. Proof that a small company can realistically compete for a place in AI answers today — if it knows how to claim it. That site is karoltabis.com — the founder's own proof for Discovery Stack, before work begins with your company.

This is not a case about us. This is a case about what just happened to your company.

It's 8:47 AM. Your ideal customer — a CMO at a B2B company, exactly the one you've been trying to reach for months without success — opens ChatGPT and asks about the problem you solve better than anyone else in your category.

AI answers. It lists three brands. Yours isn't one of them.

It's not there because your competitor figured out something you haven't yet: the era of "being visible in Google" as the primary B2B marketing currency has ended. Your customers click through search results less and less. They ask artificial intelligence and make decisions based on what they hear.

The common assumption is that in this new era, only established market leaders with massive SEO budgets stand a chance.

This case study completely disproves that assumption.

What happened

In March 2026, a new expert site launched in one of the most saturated B2B sales categories — sales consulting in Poland. No large budget. No paid campaigns. No podcasts. No industry media mentions.

After 60 days, Google AI began systematically citing its content — alongside global B2B software brands and leading Polish industry publications.

ASSUMPTION DISPROVENAI only cites market leaders with massive budgets.

Next-generation algorithms don't search for the richest domain. They search for the best, most understandable answer. This changes the rules: a well-designed small-company site can realistically compete for a spot in AI's answer alongside a global leader — provided someone knows how to design it.

What we observed (precisely)

As of May 26, 2026 — verified live across leading generative engines.

Three representative situations:

  • For the query buying committee, the site is one of the primary sources Google AI builds its answer from. Even more striking — within the generated text, the model explicitly recommends the reader deepen their knowledge there. This is a rare signal, visible only for sources AI treats as authoritative.

  • For the query how to increase B2B sales, content lands directly in the AI Overview summary, and the page ranks #2 in organic results — just below a global B2B software leader.

  • For the query B2B prospecting system, Google AI Mode pulls several independent fragments from a single article, placing the author alongside the most established CRM brands in the market.

These are not one-off appearances. The site ranks for over 70 categorical keywords, and across leading language models, nearly 200 independent references and citations to the author have been registered across contextual queries.

This site did NOT appear in industry media. It had NO podcasts. It sent NO newsletter blasts. None of the classical "presence" playbook. And yet — Google AI selects it as the answer to questions your customers ask every day.

What this means for your company

This case isn't a curiosity. It's a signal you need to read carefully — because it concerns every marketing decision you'll make in the next twelve months.

Your customers no longer search for your brand — they search for a solution to their problem. The question isn't whether your company is "visible in Google." The question is: when AI builds an answer to a question your customer asks every day — does your brand appear as one of the names mentioned, or not at all?

Every month of delay has a cost. The first companies in each B2B category are taking their position in AI answers right now. That position, once claimed, is difficult to dislodge. Language models learn slowly and are reluctant to change their minds. Whoever becomes the default answer now will hold that position for the next 5–10 years.

Traditional metrics are decoupling from reality. Site traffic, click-through rates, and search positions — these are increasingly weak indicators of your real influence on buying decisions. The new currency is share of AI answers — and if you're not measuring it, you don't know where your company actually stands.

How we know this works for you

The site in this case study is karoltabis.com — the personal site of Karol Tabiś, the creator of Discovery Stack. We publish this case openly for one reason: it's our own proof that this works, before we start working with your company.

What you saw above is a fragment of what's possible. A full Discovery Stack implementation — which we run for a select group of companies each year — scales these results in ways no other B2B marketing approach available today can match.

We don't promise percentages. We show what's possible — and help you check where your company stands today.

What the first step looks like

You fill out a short Discovery Stack Diagnosis form. Five fields, five minutes of your time.

Within five business days, you receive a two-page analysis:

  • Where your company appears today in AI answers for queries your customers actually ask
  • Who AI mentions instead of you
  • What this state of affairs is costing you over the next 12 months

The decision on next steps belongs to you. The Diagnosis is a starting point, not a commitment.

Key takeaways

  • A new site can enter Google AI answers in 60 days — without podcasts, industry media, or large budgets.
  • AI picks the best, most understandable answer — not the richest domain — a small company can realistically compete with a global leader.
  • A place in AI answers, once claimed, is hard to take back — models change their minds slowly (a 5–10 year window).
  • Traditional metrics poorly reflect real influence — the new currency is share of AI answers.
  • The first step is measurement, not optimization — where your company stands in AI answers today.

Evidence based on at least 96 measurement points across leading generative engines (as of May 26, 2026). Case open — updates in progress.

SIGNED · KAROL TABIŚDOCUMENT ENDS · DSAI-001 / 05

FAQ

Q1

Is this the result of paid advertising?

No. This is purely organic presence — in AI-generated answers and search results. No paid campaigns.

Q2

Do you need a large budget for this kind of outcome?

No. This site was built without campaigns, podcasts, or industry media coverage. What matters is content design and credibility signals, not budget size.

Q3

How long does it take?

In this case, the first citations appeared after 60 days. Real timelines depend on category, competitive saturation, and the company's starting point.

Q4

Can this be measured for my company?

Yes — and that is exactly the starting point of the Discovery Stack Diagnosis: where your company appears in AI answers today and who AI mentions instead of you.

Q5

How is this different from classic SEO?

Classic SEO fights for position on a list of links. Here the question is whether your company is part of the answer AI gives before the buyer clicks any result at all.

YOU JUST READ A FILE ABOUT SOMEONE ELSE.
YOUR FILE IS NOT YET WRITTEN.

A diagnosis takes five business days. You receive a written analysis, not a sales call. We accept a limited number of new cases each month.

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