October 2026 AIGROW Index

The brands AI recommends in the United Kingdom

In the United Kingdom, ChatGPT put Monzo first in 6 of 12 bank answers. Gemini led with Monzo; Claude with Monzo.

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

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

Same sole leader
4 / 9
Different leaders
3 / 9
Tie or no leader
2 / 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

Monzo6 of 12 first names

Gemini

Monzo12 of 12 first names

Claude

Monzo3 of 4 first names

Mentions, every brand and the four questions
In the United Kingdom, ChatGPT had tied leaders for banks: Monzo, Starling Bank. Each appeared in 11 of 12 answers.

ChatGPT

Most often named: Monzo, Starling Bank. Each appeared in 11 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Monzo611
Starling Bank411
Chase UK05
First Direct14
HSBC02
Lloyds Bank02
Nationwide12

Gemini

Most often named: Monzo, Starling Bank. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Monzo1212
Starling Bank012
Chase UK09
Revolut09
First Direct07
Lloyds Bank04
Barclays03
HSBC03
Nationwide02

Claude

Most often named: Monzo, Starling Bank. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Monzo34
Starling Bank14
Chase UK03
First Direct02
Revolut02
Barclays01
HSBC01
Lloyds Bank01
Nationwide01
NatWest01
The four questions, as asked
  1. What is the best bank in the UK for an everyday current account?
  2. I just moved to the UK and need to open a bank account. Which bank would you recommend?
  3. Which bank in the UK has the lowest fees?
  4. Which bank in the UK has the best banking app?
Read the published Index ranking

Car insurance

ChatGPT

NFU Mutual6 of 12 first names

Gemini

Admiral6 of 12 first names

Claude

NFU Mutual2 of 4 first names

Mentions, every brand and the four questions
In the United Kingdom, ChatGPT named LV= in 9 of 12 answers about car insurance.

ChatGPT

Most often named: LV=, in 9 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
LV=19
Admiral57
Aviva06
Hastings Direct06
NFU Mutual66
Direct Line04

Gemini

Most often named: Admiral, Aviva, Direct Line, LV=. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Admiral612
Aviva012
Direct Line012
LV=312
Churchill06
Hastings Direct06
NFU Mutual36
Co-op Insurance02
Esure02

Claude

Most often named: Admiral, Aviva, Direct Line, LV=. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Admiral14
Aviva04
Direct Line14
LV=04
Churchill03
NFU Mutual23
Hastings Direct02
Saga02
Zurich01
The four questions, as asked
  1. What is the best car insurance company in the UK?
  2. I just bought my first car in the UK. Which insurance company would you recommend?
  3. Which car insurance company in the UK offers the best value for money?
  4. Which car insurance company in the UK is best at handling claims?
Read the published Index ranking

Mobile carriers

ChatGPT

EE6 of 12 first names

Gemini

EE6 of 12 first names

Claude

EE, SMARTY2 of 4 first namesTied first

Mentions, every brand and the four questions
In the United Kingdom, ChatGPT had tied leaders for mobile carriers: EE, SMARTY, Vodafone. Each appeared in 6 of 12 answers.

ChatGPT

Most often named: EE, SMARTY, Vodafone. Each appeared in 6 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
EE66
SMARTY56
Vodafone06
giffgaff15
VOXI05
O204
Lebara02
Three02
1pMobile01
iD Mobile01

Gemini

Most often named: EE, in 9 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
EE69
giffgaff08
SMARTY58
VOXI18
Lebara06
O206
Three06
Vodafone06
iD Mobile03
Plusnet Mobile03

Claude

Most often named: O2, Three, Vodafone. Each appeared in 3 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
O203
Three03
Vodafone03
EE22
giffgaff02
Lebara02
SMARTY22
Tesco Mobile02
VOXI02
iD Mobile01
Lycamobile01
The four questions, as asked
  1. What is the best mobile network in the UK?
  2. I need a new SIM-only deal in the UK. Which network would you recommend?
  3. Which mobile network in the UK offers the best value for money?
  4. Which mobile network has the best coverage in the UK?
Read the published Index ranking

Home internet providers

ChatGPT

Zen Internet9 of 12 first names

Gemini

Community Fibre8 of 12 first names

Claude

Zen Internet4 of 4 first names

Mentions, every brand and the four questions
In the United Kingdom, ChatGPT named Plusnet in 11 of 12 answers about home internet providers.

ChatGPT

Most often named: Plusnet, in 11 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Plusnet011
Zen Internet99
Hyperoptic05
Vodafone34
BT03
Virgin Media03
Community Fibre02
NOW Broadband01

Gemini

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

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Hyperoptic012
Community Fibre811
Virgin Media110
Zen Internet39
Plusnet08
EE06
Sky05
BT03
TalkTalk03
Vodafone03

Claude

Most often named: Plusnet, Zen Internet. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Plusnet04
Zen Internet44
BT03
Hyperoptic03
Virgin Media03
EE02
Sky02
Vodafone02
Community Fibre01
The four questions, as asked
  1. What is the best broadband provider in the UK?
  2. I'm moving into a new flat in the UK. Which broadband provider should I sign up with?
  3. Which broadband provider in the UK offers the best value for fast broadband?
  4. Which broadband provider in the UK is the most reliable for working from home?
Read the published Index ranking

Energy suppliers

ChatGPT

Octopus Energy7 of 12 first names

Gemini

Octopus Energy9 of 12 first names

Claude

Octopus Energy3 of 4 first names

Mentions, every brand and the four questions
In the United Kingdom, ChatGPT named Octopus Energy in 12 of 12 answers about energy suppliers.

ChatGPT

Most often named: Octopus Energy, in 12 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Octopus Energy712
E.ON Next08
EDF Energy07
Ecotricity03
Good Energy33
Outfox Energy22
Fuse Energy01

Gemini

Most often named: Octopus Energy, OVO Energy. Each appeared in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Octopus Energy912
OVO Energy012
British Gas09
E.ON Next07
Ecotricity05
EDF Energy05
Good Energy25
Outfox Energy11

Claude

Most often named: Octopus Energy, in 3 of 4 answers.

Every brand and count
Claude: 4 answers, 1 with no brand
BrandFirstNamed
Octopus Energy33
British Gas02
OVO Energy02
E.ON Next01
Ecotricity01
EDF Energy01
Good Energy01
The four questions, as asked
  1. What is the best energy supplier in the UK?
  2. I'm moving house in the UK. Which gas and electricity supplier should I choose?
  3. Which energy supplier in the UK has the cheapest tariffs?
  4. Which energy supplier in the UK has the best green energy tariff?
Read the published Index ranking

Supermarkets

ChatGPT

Aldi5 of 12 first names

Gemini

Waitrose & Partners6 of 12 first names

Claude

Aldi2 of 4 first names

Mentions, every brand and the four questions
In the United Kingdom, ChatGPT had tied leaders for supermarkets: Aldi, Tesco. Each appeared in 6 of 12 answers.

ChatGPT

Most often named: Aldi, Tesco. Each appeared in 6 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Aldi56
Tesco06
Waitrose & Partners45
Lidl04
Booths03
Marks & Spencer03
Ocado33
Sainsbury's03
Asda01

Gemini

Most often named: Sainsbury's, Tesco. Each appeared in 10 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Sainsbury's010
Tesco010
Waitrose & Partners69
Aldi36
Lidl06
Marks & Spencer06
Morrisons06
Ocado36
Asda05
Booths03
Whole Foods Market01

Claude

Most often named: Tesco, Waitrose & Partners. Each appeared in 3 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Tesco03
Waitrose & Partners13
Aldi22
Asda02
Lidl02
Marks & Spencer02
Sainsbury's02
Booths01
Morrisons01
Ocado11
The four questions, as asked
  1. What is the best supermarket in the UK?
  2. Which supermarket in the UK is the cheapest for a weekly food shop?
  3. Which supermarket in the UK has the best quality fresh food?
  4. Which supermarket in the UK has the best online delivery service?
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 the United Kingdom, ChatGPT named Skoda in 9 of 12 answers about car brands.

ChatGPT

Most often named: Skoda, in 9 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Skoda19
Toyota68
Honda06
Kia26
Dacia23
Hyundai13
Tesla03
BMW01

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
Honda06
Mazda06
MG Motor06
BMW05
Volvo05
Dacia33
Lexus03
Porsche03
Tesla33
Suzuki02

Claude

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

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Hyundai04
Kia04
Skoda03
Toyota23
BMW02
Honda02
Lexus02
Dacia11
Mazda01
Polestar01
Suzuki01
Tesla11
The four questions, as asked
  1. Which car brand would you recommend buying in the UK?
  2. I want to buy a reliable family car in the UK. Which brand should I choose?
  3. Which car brand offers the best value for money in the UK?
  4. Which brand makes the best electric car you can buy in the UK?
Read the published Index ranking

Online brokers

ChatGPT

Trading 2128 of 12 first names

Gemini

AJ Bell, Vanguard4 of 12 first namesTied first

Claude

Vanguard2 of 4 first names

Mentions, every brand and the four questions
In the United Kingdom, ChatGPT had tied leaders for online brokers: InvestEngine, Trading 212. Each appeared in 10 of 12 answers.

ChatGPT

Most often named: InvestEngine, Trading 212. Each appeared in 10 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
InvestEngine110
Trading 212810
Vanguard25
Freetrade04
AJ Bell13
Interactive Investor03
Dodl02
Hargreaves Lansdown02
Moneybox01

Gemini

Most often named: Interactive Investor, in 12 of 12 answers.

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Interactive Investor012
AJ Bell410
Freetrade09
Hargreaves Lansdown09
Trading 21239
Vanguard48
InvestEngine02
Dodl11
Nutmeg01

Claude

Most often named: Trading 212, Vanguard. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Trading 21204
Vanguard24
Freetrade03
Hargreaves Lansdown03
Interactive Investor13
InvestEngine13
AJ Bell02
Charles Stanley Direct01
Nutmeg01
The four questions, as asked
  1. What is the best online broker for investing in the UK?
  2. I want to start investing in ETFs in the UK. Which investing app would you recommend?
  3. Which online broker in the UK has the lowest fees?
  4. Which investment platform in the UK is best for beginners?
Read the published Index ranking

Electronics retailers

ChatGPT

John Lewis & Partners7 of 12 first names

Gemini

John Lewis & Partners8 of 12 first names

Claude

John Lewis & Partners2 of 4 first names

Mentions, every brand and the four questions
In the United Kingdom, ChatGPT had tied leaders for electronics retailers: Currys, John Lewis & Partners. Each appeared in 9 of 12 answers.

ChatGPT

Most often named: Currys, John Lewis & Partners. Each appeared in 9 of 12 answers.

Every brand and count
ChatGPT: 12 answers, 0 with no brand
BrandFirstNamed
Currys29
John Lewis & Partners79
Richer Sounds06
Scan Computers04
CeX23
Amazon UK12
Argos02
Costco Wholesale UK02

Gemini

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

Every brand and count
Gemini: 12 answers, 0 with no brand
BrandFirstNamed
Currys110
John Lewis & Partners89
Argos08
Amazon UK37
Laptops Direct07
AO.com06
Apple06
Scan Computers05
Richer Sounds03
Dell UK02
Overclockers UK02
Very02

Claude

Most often named: Amazon UK, Currys, John Lewis & Partners. Each appeared in 4 of 4 answers.

Every brand and count
Claude: 4 answers, 0 with no brand
BrandFirstNamed
Amazon UK04
Currys14
John Lewis & Partners24
Argos03
Richer Sounds03
AO.com12
Apple01
ebuyer01
Laptops Direct01
Scan Computers01
The four questions, as asked
  1. What is the best electronics shop in the UK?
  2. I want to buy a new laptop in the UK. Which shop would you recommend buying it from?
  3. Which electronics retailer in the UK has the best prices?
  4. Which electronics retailer in the UK has the best customer service and returns?
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/united-kingdom DOI 10.5281/zenodo.23188442

Download a country chart

Preview the chartFirst brands named by ChatGPT, Gemini and Claude in the United Kingdom, 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.

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