October 2026 AIGROW Index

The brands AI recommends in Poland

In Poland, ChatGPT put Bank Millennium first in 6 of 12 bank answers. Gemini led with Bank Pekao; Claude with mBank.

Study by Guglielmo Paesano, founder of AIGROW · data under CC BY 4.0

Categories in Poland, by whether the three assistants put the same brand first

Same sole leader
7 / 9
Different leaders
2 / 9
Tie or no leader
0 / 9

Four questions combined, without web search. Ties do not count as agreement.

First is the most frequent first name in the four-question sample. Named counts answers mentioning a brand anywhere. An answer may name several brands, so mention counts do not sum to the answer total.

Banks

ChatGPT

Bank Millennium6 of 12 first names

Gemini

Bank Pekao6 of 12 first names

Claude

mBank4 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT named Bank Millennium in 10 of 12 answers about banks.

ChatGPT

Most often named: Bank Millennium, in 10 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Bank Millennium610
mBank17
ING Bank Śląski06
Santander Bank Polska16
Nest Bank33
PKO Bank Polski12
Citi Handlowy01

Gemini

Most often named: ING Bank Śląski, Santander Bank Polska. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
ING Bank Śląski112
Santander Bank Polska012
mBank09
PKO Bank Polski09
Bank Millennium27
Bank Pekao66
Alior Bank03
VeloBank33

Claude

Most often named: Bank Millennium, ING Bank Śląski, mBank, Santander Bank Polska. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Bank Millennium04
ING Bank Śląski04
mBank44
Santander Bank Polska04
PKO Bank Polski03
Bank Pekao01
The four questions, as asked
  1. Który bank w Polsce jest najlepszy do codziennego korzystania z konta osobistego?
  2. Właśnie się przeprowadzam w Polsce i potrzebuję otworzyć konto. Który bank polecasz?
  3. Który bank w Polsce ma najniższe opłaty?
  4. Który bank w Polsce ma najlepszą aplikację mobilną?
Read the published Index ranking

Car insurance

ChatGPT

PZU6 of 12 first names

Gemini

PZU7 of 12 first names

Claude

PZU4 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT named Warta in 12 of 12 answers about car insurance.

ChatGPT

Most often named: Warta, in 12 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Warta112
PZU69
Ergo Hestia26
Link416
UNIQA24

Gemini

Most often named: Link4, PZU, Warta. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Link4512
PZU712
Warta012
Ergo Hestia09
Allianz07
Generali06
UNIQA03

Claude

Most often named: Allianz, Generali, PZU, Warta. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Allianz04
Generali04
PZU44
Warta04
Ergo Hestia03
Link402
Wiener01
The four questions, as asked
  1. Która firma oferująca ubezpieczenia samochodowe jest najlepsza w Polsce?
  2. Właśnie kupiłem pierwszy samochód w Polsce. Którą firmę ubezpieczeniową polecasz?
  3. Która firma oferująca ubezpieczenia samochodowe w Polsce ma najlepszy stosunek ceny do jakości?
  4. Która firma oferująca ubezpieczenia samochodowe w Polsce najlepiej radzi sobie z likwidacją szkód?
Read the published Index ranking

Mobile carriers

ChatGPT

Orange6 of 12 first names

Gemini

Orange5 of 12 first names

Claude

Plus3 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT had tied leaders for mobile carriers: Orange, T-Mobile. Each appeared in 8 of 12 answers.

ChatGPT

Most often named: Orange, T-Mobile. Each appeared in 8 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Orange68
T-Mobile28
Play06
Mobile Vikings34
nju mobile04
Orange Flex14
Plus03

Gemini

Most often named: Orange, T-Mobile. Each appeared in 10 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Orange510
T-Mobile410
Play09
Plus09
nju mobile36
Heyah05
Plush05
Mobile Vikings03
a2mobile02
Orange Flex01

Claude

Most often named: Orange, Play, Plus, T-Mobile. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Orange04
Play04
Plus34
T-Mobile04
nju mobile02
Plush12
Virgin Mobile Polska02
Red Bull MOBILE01
The four questions, as asked
  1. Który operator komórkowy jest najlepszy w Polsce?
  2. Potrzebuję nowego abonamentu komórkowego w Polsce. Którego operatora polecasz?
  3. Który operator komórkowy w Polsce ma najkorzystniejsze oferty?
  4. Który operator komórkowy ma najlepszy zasięg w Polsce?
Read the published Index ranking

Home internet providers

ChatGPT

Orange Polska9 of 12 first names

Gemini

Orange Polska12 of 12 first names

Claude

Orange Polska4 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT named Orange Polska in 12 of 12 answers about home internet providers.

ChatGPT

Most often named: Orange Polska, in 12 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Orange Polska912
Netia111
INEA18
Play16
T-Mobile Polska02

Gemini

Most often named: Netia, Orange Polska, T-Mobile Polska, UPC Polska, Vectra. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Netia012
Orange Polska1212
T-Mobile Polska012
UPC Polska012
Vectra012
Plus06
Multimedia Polska02

Claude

Most often named: INEA, Orange Polska, Play, Vectra. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
INEA04
Orange Polska44
Play04
Vectra04
Netia03
T-Mobile Polska03
Lokalny operator osiedlowy01
Nju Mobile01
UPC Polska01
UPC/Vectra01
Vodafone01
The four questions, as asked
  1. Który dostawca internetu domowego jest najlepszy w Polsce?
  2. Wprowadzam się do nowego mieszkania w Polsce. Z którym dostawcą internetu podpisać umowę?
  3. Który dostawca internetu w Polsce ma najkorzystniejszą ofertę szybkiego internetu domowego?
  4. Który dostawca internetu w Polsce jest najbardziej niezawodny do pracy z domu?
Read the published Index ranking

Energy suppliers

ChatGPT

PGE3 of 12 first names

Gemini

PGE7 of 12 first names

Claude

PGE2 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT named Tauron in 8 of 12 answers about energy suppliers.

ChatGPT

Most often named: Tauron, in 8 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 2 with no brand
BrandFirstNamed
Tauron28
PGE37
E.ON Polska13
Enea03
PGNiG02
Polenergia12
Respect Energy22
ORLEN11

Gemini

Most often named: PGE, Tauron. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
PGE712
Tauron012
Enea210
Energa09
E.ON Polska07
Respect Energy23
PGNiG02
Ekoen11
Ekoen / innogy Polska01

Claude

Most often named: Fortum, PGE, Tauron. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Fortum14
PGE24
Tauron04
Enea03
Energa03
E.ON Polska01
ENGIE Polska01
Lumi Direct01
PGNiG01
Polenergia01
Polsat Energia01
Respect Energy01
ZE PAK11
The four questions, as asked
  1. Który dostawca prądu jest najlepszy w Polsce?
  2. Przeprowadzam się do nowego domu w Polsce. Którego dostawcę prądu i gazu wybrać?
  3. Która firma energetyczna w Polsce ma najniższe stawki?
  4. Który dostawca energii w Polsce ma najlepszą ofertę energii odnawialnej?
Read the published Index ranking

Supermarkets

ChatGPT

Lidl6 of 12 first names

Gemini

Lidl6 of 12 first names

Claude

Lidl2 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT named Auchan in 10 of 12 answers about supermarkets.

ChatGPT

Most often named: Auchan, in 10 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Auchan310
Lidl69
Biedronka08
Carrefour03
Frisco33
Kaufland03

Gemini

Most often named: Auchan, in 10 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Auchan010
Biedronka09
Lidl69
Dino36
Kaufland06
Carrefour05
Aldi04
Barbora.pl03
Frisco33
Netto03
Allegro One01
Glovo01

Claude

Most often named: Biedronka, Lidl. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Biedronka14
Lidl24
Carrefour03
Kaufland03
Auchan02
Netto02
Aldi01
Dino01
Frisco11
Lokalny targ / warzywniak01
The four questions, as asked
  1. Która sieć sklepów spożywczych jest najlepsza w Polsce?
  2. Który sklep spożywczy w Polsce jest najtańszy na cotygodniowe zakupy?
  3. Która sieć sklepów spożywczych w Polsce ma najlepsze świeże warzywa i owoce?
  4. Który sklep spożywczy w Polsce najlepiej dostarcza zakupy zamówione online?
Read the published Index ranking

Car brands

ChatGPT

Toyota6 of 12 first names

Gemini

Toyota6 of 12 first names

Claude

Toyota2 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT had tied leaders for car brands: Kia, Skoda, Toyota. Each appeared in 9 of 12 answers.

ChatGPT

Most often named: Kia, Skoda, Toyota. Each appeared in 9 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Kia39
Skoda39
Toyota69
Dacia03
Honda03
Hyundai03
Tesla03

Gemini

Most often named: Hyundai, Kia. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Hyundai012
Kia012
Skoda09
Toyota69
Dacia36
Volvo04
BMW03
Honda03
Porsche03
Tesla33
Volkswagen03
Mercedes-Benz02
Audi01
Mazda01

Claude

Most often named: Hyundai, Kia, Skoda. Each appeared in 3 of 4 answers.

Every brand and count
Claude: 4 answers, 1 with no brand
BrandFirstNamed
Hyundai03
Kia03
Skoda03
Toyota22
BMW01
Dacia01
Honda01
Mazda01
Suzuki01
Tesla11
Volkswagen01
Volvo01
The four questions, as asked
  1. Jaką markę samochodu polecasz kupić w Polsce?
  2. Chcę kupić niezawodny samochód rodzinny w Polsce. Jaką markę wybrać?
  3. Która marka samochodów oferuje najlepszy stosunek ceny do jakości w Polsce?
  4. Która marka produkuje najlepszy samochód elektryczny, jaki można kupić w Polsce?
Read the published Index ranking

Online brokers

ChatGPT

XTB12 of 12 first names

Gemini

XTB12 of 12 first names

Claude

XTB4 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT named XTB in 12 of 12 answers about online brokers.

ChatGPT

Most often named: XTB, in 12 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
XTB1212
Bossa.pl07
Interactive Brokers06
Biuro Maklerskie mBanku03
Trading 21203
Degiro02

Gemini

Most often named: Degiro, XTB. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Degiro012
XTB1212
Bossa.pl011
Interactive Brokers09
Biuro Maklerskie mBanku06

Claude

Most often named: XTB, in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
XTB44
Biuro Maklerskie mBanku03
Bossa.pl03
Degiro03
Interactive Brokers03
Finax01
PKO BP01
Trading 21201
The four questions, as asked
  1. Który broker online jest najlepszy do inwestowania w Polsce?
  2. Chcę zacząć inwestować w ETF-y w Polsce. Którą aplikację do inwestowania polecasz?
  3. Który broker online w Polsce ma najniższe opłaty?
  4. Która platforma inwestycyjna w Polsce jest najlepsza dla początkujących?
Read the published Index ranking

Electronics retailers

ChatGPT

x-kom9 of 12 first names

Gemini

x-kom9 of 12 first names

Claude

x-kom4 of 4 first names

Mentions, every brand and the four questions
In Poland, ChatGPT named x-kom in 12 of 12 answers about electronics retailers.

ChatGPT

Most often named: x-kom, in 12 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
x-kom912
Media Expert110
RTV Euro AGD05
Morele.net14
Amazon.pl12
Komputronik02
OleOle!01

Gemini

Most often named: Media Expert, Morele.net, x-kom. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Media Expert012
Morele.net312
x-kom912
Komputronik011
RTV Euro AGD010
Electro.pl03
Media Markt03
OleOle!03
Neonet01

Claude

Most often named: Media Expert, Morele.net, RTV Euro AGD, x-kom. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Media Expert04
Morele.net04
RTV Euro AGD04
x-kom44
Komputronik03
Allegro01
Neonet01
The four questions, as asked
  1. Który sklep z elektroniką jest najlepszy w Polsce?
  2. Chcę kupić nowego laptopa w Polsce. W którym sklepie polecasz go kupić?
  3. Który sklep z elektroniką w Polsce ma najlepsze ceny?
  4. Który sklep z elektroniką w Polsce ma najlepszą obsługę klienta i najłatwiejsze zwroty?
Read the published Index ranking

Press kit

Use the country URL for local results and the DOI for the frozen October Index dataset. The study files below are derived from that edition; they do not have a separate DOI.

Successful answers
5,040
Countries
20
Categories
9
Guglielmo Paesano (2026). The brands AI recommends in 20 countries. AIGROW. October 2026 Index data. https://aigrow.gg/research/ai-brands-2026/poland DOI 10.5281/zenodo.23188442

Download a country chart

Preview the chartFirst brands named by ChatGPT, Gemini and Claude in Poland, October 2026
Image embed code

What we measured

A frozen sample of consumer-brand answers from the October AIGROW Index, not a survey of buyers and not an evaluation of the brands.

Collected from 2026-10-05 to 2026-10-06: 5,040 successful answers across 20 countries and 9 categories. Each cell combines four locally worded questions. ChatGPT and Gemini answered each question three times; Claude once. This study excludes web-search answers and Grok.

Collection, counting and model details

The writer reads the already published October pages and the latest stored answer for each probe up to 2026-10-06T23:59:59.999Z. It checks every published brand count against that page before writing. No new questions, model calls or Index aggregation are run.

A brand counts once per answer, using the Index spellings and stored aliases. First means the first distinct name in the extracted list. Names are not newly merged across countries; a local subsidiary or differently named brand may remain separate. Unlike the public rankings, the downloadable study retains names seen only once.

There were 27 successful answers with no brand. They remain in the denominators. Failed calls are excluded. A tie is reported as a tie, and counts are descriptive: repeated answers are not independent consumer observations.

ChatGPT
gpt-6-sol
Gemini
google/gemini-3.1-flash-lite
Claude
claude-sonnet-5

ChatGPT and Claude were collected through subscription command-line tools; Gemini through an API gateway. The country was named in the local-language prompt. We did not test geolocated public accounts. Model updates, personalization, the wording of a question and web search can change the answer.

Read the full Index methodology

Questions about the study

Does first place mean the best brand?

No. First means the first brand in the extracted list of an answer. It measures ordering in this sample, not product quality, suitability, market share or a promise of a future recommendation.

Why do the assistants have different answer counts?

Each country and category has four questions. ChatGPT and Gemini answered each three times, giving twelve answers each. Claude answered once, giving four. Pooled totals therefore give ChatGPT and Gemini more weight; compare assistants separately in the country tables.

Can I reuse the charts and data?

Yes, under CC BY 4.0. Credit AIGROW, link to this study and include the October dataset DOI. Each country page offers a chart and an image embed code with a link back. The CSV includes every counted brand, including brands named only once.

Do these answers represent the public chatbot apps today?

They are a frozen October 2026 sample from specific models and collection routes, without web search. Answers in a public app can differ with its model, location, personalization, prompt and date. We did not survey consumers or measure purchases.

Check what AI can read about your business.

The free scan checks your website for signals that help assistants understand it. Your results are separate from this consumer-brand study.