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Professional · a live data story

Accountancy & Consulting,
according to AI

Every week we ask ChatGPT, Claude and Gemini the questions real UK consumers ask about accountancy & consulting — and record exactly which brands they put forward. Right now, Smith & Williamson owns the conversation.

0 AI answers this run · 0 brands named · measured, never estimated

The podium

Smith & Williamson is the default answer.

Named in 7% of accountancy & consulting answers, typically in position 3.3. Cazenove Capital follows at 5%, EY at 5%.

Cazenove Capital
5% of answers
Smith & Williamson
7% of answers
EY
5% of answers
The full board

Every brand AI names, ranked.

Visibility is the share of answers naming the brand; citation share is its slice of all brand-owned pages cited; read→cited is how often its pages convert a read into a citation.

#BrandVisibilityAvg. positionCitation shareRead→cited
1Smith & Williamson 7% 3.3 3% 50%
2Cazenove Capital 5% 2.7 0%
3EY 5% 2.7 3%
4Schroders 5% 3.0 3% 50%
5Rathbones 5% 3.7 13% 0%
6Saffery 3% 1.0 13% 10%
7Rothschild & Co 3% 2.0 7% 33%
8Grant Thornton 3% 2.5 7%
9Deloitte 2% 1.0 10% 75%
10Moore Kingston Smith 2% 2.0 10%
11UBS 2% 2.0 3% 8%
12BDO 2% 3.0 13% 20%
13Quilter 2% 7.0 0%
14Hargreaves Lansdown 0% 3%
15PKF Littlejohn 0% 0%
Who AI trusts here

The referees of accountancy & consulting.

The independent sources AI models cite when answering accountancy & consulting questions — the places a brand needs to be seen, reviewed and ranked.

gov.uk 76 cites
fca.org.uk 9 cites
moneyhelper.org.uk 9 cites
youtube.com 5 cites
ibissandco.com 4 cites
litrg.org.uk 4 cites
spearswms.com 4 cites
bluebond.co.uk 3 cites
icaew.com 3 cites
reddit.com 3 cites
Read is not cited

Deloitte converts reads into citations. UBS doesn't.

When Claude or ChatGPT opens a brand's own pages while answering, does the page make the cited-sources list? Deloitte converts 75% of reads; UBS just 8%. That gap is a content problem, not a visibility problem.

Deloitte · read 4×75%
Rothschild & Co · read 3×33%
BDO · read 10×20%
Saffery · read 10×10%
UBS · read 13×8%
Full data table
#BrandVisibilityAvg. positionCitation shareRead→cited
1Smith & Williamson7%3.33%50%
2Cazenove Capital5%2.70%
3EY5%2.73%
4Schroders5%3.03%50%
5Rathbones5%3.713%0%
6Saffery3%1.013%10%
7Rothschild & Co3%2.07%33%
8Grant Thornton3%2.57%
9Deloitte2%1.010%75%
10Moore Kingston Smith2%2.010%
11UBS2%2.03%8%
12BDO2%3.013%20%
13Quilter2%7.00%
14Hargreaves Lansdown0%3%
15PKF Littlejohn0%0%
Which AI you ask

Three models. Three different answers.

Ask about accountancy & consulting and the brand you are shown depends on the assistant: Claude → Schroders, Gemini → Grant Thornton, ChatGPT → Smith & Williamson. Their top-five lists share just 9% of names.

Claude recommends
Schroders
named in 5% of its answers
Gemini recommends
Grant Thornton
named in 10% of its answers
ChatGPT recommends
Smith & Williamson
named in 10% of its answers

Brands whose visibility swings most between models — the bar per model, widest gap on the right.

Grant Thornton 10pp
EY 10pp
ClaudeGeminiChatGPT
The data behind this chart
BrandClaudeGeminiChatGPTSpread
Grant Thornton0%10%0%10pp
EY0%10%5%10pp
Smith & Williamson5%5%10%5pp
Saffery0%5%5%5pp
Moore Kingston Smith0%5%0%5pp
Rothschild & Co0%5%5%5pp
UBS0%0%5%5pp
BDO0%0%5%5pp
Deloitte0%0%5%5pp
Quilter0%0%5%5pp
Keep exploring

Nineteen more categories.

Method: 20 unbranded consumer prompts per category, spread across the buying journey, run weekly against ChatGPT, Claude and Gemini. Read→cited uses Claude and ChatGPT only (Gemini does not separate the two). Correlational observations of model behaviour at the time of the run. Data from the run completed Wed, 02 Sep 2026 01:48:16 GMT.

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