The most visible accounting tools, October 2026

October 2026 · 12 questions asked in English, worldwide · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 96 answers read

Most cited source

youtube.com

55citations

From Google AI Mode and Google AI Overviews

Where engines disagree most

Sage

1/4engines put it in their top three

Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT

Brands

Rank Brand Rank change Heralded Score Score trend Mentioned Recommended By engine Mentioned by Change
– Express Accounts AU Unranked Too few answers
–
  • : Unranked
2% 0% None First reading
– ezAccounting Software US Unranked Too few answers
–
  • : Unranked
2% 0% None First reading
– Financial Cents US Unranked Too few answers
–
  • : Unranked
1% 1% None First reading
– FreeAgent GB Unranked Too few answers
–
  • : Unranked
2% 1% None First reading
– Holded ES Unranked Too few answers
–
  • : Unranked
0% 0% None First reading
– Holvi FI Unranked Too few answers
–
  • : Unranked
1% 0% None First reading
– Kafinea FR Unranked Too few answers
–
  • : Unranked
1% 0% First reading
– Lexware Office DE Unranked Too few answers
–
  • : Unranked
1% 1% None First reading
– Microsoft US Unranked Too few answers
–
  • : Unranked
1% 1% First reading
– Odoo Accounting BE Unranked Too few answers
–
  • : Unranked
1% 0% First reading

“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.

This month's moves

First reading. No comparable previous month yet.

Biggest risers

No clear rise.

Biggest fallers

No clear fall.

Drop-outs

No drop-outs.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
11Withheld. Run a full Snapshot to see it.
12Withheld. Run a full Snapshot to see it.
13Withheld. Run a full Snapshot to see it.
14 cnbc.com Media 8.3% 3 of 4 1 0
15Withheld. Run a full Snapshot to see it.
16Withheld. Run a full Snapshot to see it.
17Withheld. Run a full Snapshot to see it.
18 tgg-accounting.com Consultancy 6.3% 2 of 4 1 0
19 capterra.com Review site 4.2% 2 of 4 4 7
20Withheld. Run a full Snapshot to see it.

The questions, and who wins each

QuestionLanguageWins it
accounting software with the best support English QuickBooks
which accounting software do experts recommend English Xero

Each engine's top three

Method

Each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.

How the leaderboards are measured