SEO agencies in Cardiff that AI assistants recommend

Name: AI assistant recommendations: SEO agencies in Cardiff, November 2026
Creator: AIGROW
License: https://creativecommons.org/licenses/by/4.0/

Liberty Marketing is named most, in 56% of 36 answers.

The ranking

AI Recommendation Rate

1Liberty Marketing56%
95%: 40 to 71%
ChatGPT
75%
Claude
0%
Gemini
92%
Questions
4 of 4
Avg. position
1.4
Named in answers to
- What is the best SEO agency in Cardiff?, from Gemini
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from ChatGPT and Gemini
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from ChatGPT and Gemini
- Which SEO agency in Cardiff is affordable for a small business?, from ChatGPT and Gemini
Is this your business?
2Spindogs33%
95%: 20 to 50%
ChatGPT
0%
Claude
0%
Gemini
100%
Questions
4 of 4
Avg. position
2.2
Named in answers to
- What is the best SEO agency in Cardiff?, from Gemini
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from Gemini
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from Gemini
- Which SEO agency in Cardiff is affordable for a small business?, from Gemini
Is this your business?
3SEO Cardiff33%
95%: 20 to 50%
ChatGPT
0%
Claude
8%
Gemini
92%
Questions
4 of 4
Avg. position
2.5
Named in answers to
- What is the best SEO agency in Cardiff?, from Gemini
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from Gemini
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from Gemini
- Which SEO agency in Cardiff is affordable for a small business?, from Claude and Gemini
Is this your business?
4WebBox17%
95%: 8 to 32%
ChatGPT
50%
Claude
0%
Gemini
0%
Questions
3 of 4
Avg. position
2.3
Named in answers to
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from ChatGPT
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from ChatGPT
- Which SEO agency in Cardiff is affordable for a small business?, from ChatGPT
Is this your business?
5Icecube Digital11%
95%: 4 to 25%
ChatGPT
0%
Claude
33%
Gemini
0%
Questions
2 of 4
Avg. position
3.5
Named in answers to
- What is the best SEO agency in Cardiff?, from Claude
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from Claude
Is this your business?
6Gorilla Marketing8%
95%: 3 to 22%
ChatGPT
25%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
2
Named in answers to
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from ChatGPT
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from ChatGPT
Is this your business?
7Smart Interactive8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
2
Named in answers to
- What is the best SEO agency in Cardiff?, from Claude
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from Claude
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from Claude
Also written Smart Interactive Agency, Smart Interactive Media
Is this your business?
8Caffeine Marketing8%
95%: 3 to 22%
ChatGPT
25%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
2.7
Named in answers to
- What is the best SEO agency in Cardiff?, from ChatGPT
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from ChatGPT
Is this your business?
9Thrive Internet Marketing Agency8%
95%: 3 to 22%
ChatGPT
0%
Claude
25%
Gemini
0%
Questions
3 of 4
Avg. position
4.7
Named in answers to
- What is the best SEO agency in Cardiff?, from Claude
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from Claude
- Which SEO agency in Cardiff is affordable for a small business?, from Claude
Is this your business?
10Rank Above6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
1
Named in answers to
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from Claude
Is this your business?
11Pinnacle Internet Marketing6%
95%: 2 to 18%
ChatGPT
17%
Claude
0%
Gemini
0%
Questions
2 of 4
Avg. position
1.5
Named in answers to
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from ChatGPT
- Which SEO agency in Cardiff is affordable for a small business?, from ChatGPT
Is this your business?
12Cardiff SEO Company6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
2
Named in answers to
- What is the best SEO agency in Cardiff?, from Claude
- Which SEO agency in Cardiff is affordable for a small business?, from Claude
Is this your business?
13Creotec6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
2
Named in answers to
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from Claude
Is this your business?
14Hook Digital6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
2
Named in answers to
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from Claude
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from Claude
Is this your business?
15Pearl Lemon6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
3
Named in answers to
- What is the best SEO agency in Cardiff?, from Claude
- I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?, from Claude
Is this your business?
16Ricemedia6%
95%: 2 to 18%
ChatGPT
17%
Claude
0%
Gemini
0%
Questions
1 of 4
Avg. position
3
Named in answers to
- What is the best SEO agency in Cardiff?, from ChatGPT
Is this your business?
17Smart Monkey6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
1 of 4
Avg. position
3
Named in answers to
- Which SEO agency in Cardiff is affordable for a small business?, from Claude
Also written Smart Monkey Media
Is this your business?
18SEO Wales6%
95%: 2 to 18%
ChatGPT
0%
Claude
17%
Gemini
0%
Questions
2 of 4
Avg. position
4.5
Named in answers to
- Which SEO agency in Cardiff would you recommend for showing up on Google Maps?, from Claude
- Which SEO agency in Cardiff is affordable for a small business?, from Claude
Is this your business?

Open a row to see each assistant's share of its own answers. Questions counts how many of the four produced the name at least once; position is where it came in the answer's list, 1 being first. 46 more names came up in a single answer and are counted above but not listed.

SEO agencies in Cardiff: is this your field?

64different names in 36 answers, 46 of them only once. The assistants change their minds from one answer to the next.

Check whether AI names you

Is this your business?

Named on this list? Get the badge for your website and a free scan of who AI assistants recommend to your customers. Use the badge only for a business named here. It records this edition, without verifying ownership or promising future mentions.

AIGROW ScoreIs this your business? See your AIGROW ScoreHow the AIGROW Score is measured

No business can pay to appear in the Index, rise in it or be removed from it. How the Index stays neutral

AI Visibility Index · November 2026

Asked about SEO agencies in Cardiff, ChatGPT, Claude and Gemini named Liberty Marketing most often, in 56% of answers (its AI Recommendation Rate), then Spindogs (33%) and SEO Cardiff (33%). Across 36 answers they named 64 different businesses, 46 of them only once. Each of four buyer questions was asked three times, in English, in November 2026.

The AI Recommendation Rate is the fraction of the 36 answers that named a business. The range under it is a 95% confidence interval: where two ranges overlap, the gap between those businesses could be chance.

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

56% of answers named Liberty Marketing

Answers: 36
Businesses named: 64
Named only once: 46
Named by 2+ assistants: 2 of 18
Named again on a rerun: 46%

Edition November 2026. Download the data

What each assistant said

The same questions, the same number of times, and often different names. Each column is one assistant's top five from the ranking above, with the share of its own answers that named them.

#	ChatGPT	Claude	Gemini
1	Liberty Marketing75%	Icecube Digital33%	Spindogs100%
2	WebBox50%	Smart Interactive25%	Liberty Marketing92%
3	Gorilla Marketing25%	Thrive Internet Marketing Agency25%	SEO Cardiff92%
4	Caffeine Marketing25%	Rank Above17%	No other name twice
5	Pinnacle Internet Marketing17%	Cardiff SEO Company17%

Questions about SEO agencies in Cardiff

How AI assistants recommend SEO agencies

ChatGPT, Claude and Gemini named Liberty Marketing most often, in 56% of 36 answers, then Spindogs (33%) and SEO Cardiff (33%). The names come from what the assistants answered to four buyer questions in November 2026; we have not checked that any of them is good, open or real.

Not always. ChatGPT named Liberty Marketing most often (75% of its answers), Claude Icecube Digital (33%) and Gemini Spindogs (100%). 2 of the 18 listed businesses were named by two or more of them.

Each question was asked three times. Of the names an assistant gave for a question, 46% came back in two or more of those runs; the rest came up once. The 95% range beside each rate in the ranking shows how far it could move by chance.

Run the free checker: it asks ChatGPT, Claude, Gemini and Grok two of the Index questions for SEO agencies, with the category and the place already filled in, and shows every answer word for word. About 30 seconds, no sign-up. The page on how AI assistants recommend SEO agencies shows what an owner can work on. Nothing can guarantee that an assistant names you.

Named here? Put it on your site

Every business in the ranking was named in two or more answers. The badge says that and nothing more: no position, because the ranges above do not support one. It links back to this page, so anyone can check.

Correct or remove a listing

<a href="https://aigrow.gg/index/seo-agencies/cardiff"><img src="https://aigrow.gg/badges/index/2026-11/seo-agencies/cardiff.svg" width="312" height="100" alt="Named by AI assistants: SEO agencies in Cardiff, AIGROW AI Visibility Index, November 2026"></a>

The questions

Asked word for word, three times each, to every assistant. The prompt is the one the free scan uses. No web search, no location and no chat history, so every answer starts from the same place.

1What is the best SEO agency in Cardiff?
2I run a small business in Cardiff and want to rank higher on Google. Which SEO agency would you recommend?
3Which SEO agency in Cardiff would you recommend for showing up on Google Maps?
4Which SEO agency in Cardiff is affordable for a small business?

How to read this page

The full method

What it measures: Which names these models produce when asked cold, from what they learned in training. It is not a review, a rating or our recommendation, and a business missing here may simply be one the models were never shown.
Why the ranges matter: 36 answers is a sample. Asked again next month, most shares will move by a few points; the ranges say how far they could move by chance alone.
One business, several spellings: Branches, legal suffixes and spellings of one business are merged, and the other spellings are printed under its name. Names that might be two businesses are kept apart.
A name is wrong: If a business here is closed, misnamed or yours and you want it removed, tell us. We correct or remove it when the page is next published.