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Heralded

The most visible accounting tools in France, October 2026

October 2026 · 15 questions asked from France in French and English · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 60 answers read

AI: how the engines answer the board's questions; Search: Google's top 10 for the questions' demand keywords; All: both combined. How the Heralded Score works.

Where engines disagree most

Pennylane

1/4engines put it in their top three

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

Brands

Rank Brand Rank change Heralded Score Score trend Mentioned Recommended By engine Mentioned by Change
1 Pennylane FR New entry 51 , range 20–60
51
  • : score 51 · #1
 25% 13% First reading
2 Sage GB New entry 47 , range 11–56
47
  • : score 47 · #2
 21% 9% First reading
3 Indy FR New entry 44 , range 21–61
44
  • : score 44 · #3
 27% 13% First reading
4 Tiime FR New entry 40 , range 19–57
40
  • : score 40 · #4
 22% 11% First reading
5 Ciel FR New entry 36 , range 0–74
36
  • : score 36 · #5
 4% 0% None First reading
6 QuickBooks US New entry 35 , range 21–59
35
  • : score 35 · #6
 26% 10% None First reading
7 FreshBooks CA New entry 32 , range 12–55
32
  • : score 32 · #7
 14% 11% None First reading
8 Xero NZ New entry 32 , range 7–53
32
  • : score 32 · #8
 14% 8% None First reading
9 Cegid FR New entry 27 , range 1–44
27
  • : score 27 · #9
 7% 3% None First reading
10 SumUp Invoices GB New entry 26 , range 0–73
26
  • : score 26 · #10
 3% 0% None 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.

New entries

142 new entries

Drop-outs

No drop-outs.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
1 service-public.gouv.fr Regulator 15.0% 2 of 4 10 1
2Withheld. Run a full Snapshot to see it.
3Withheld. Run a full Snapshot to see it.
4Withheld. Run a full Snapshot to see it.
5Withheld. Run a full Snapshot to see it.
6 swapn.fr Consultancy 13.3% 3 of 4 3 7
7Withheld. Run a full Snapshot to see it.
8Withheld. Run a full Snapshot to see it.
9Withheld. Run a full Snapshot to see it.
10Withheld. Run a full Snapshot to see it.

The questions, and who wins each

QuestionLanguageWins it
best accounting software for small business owners English FreshBooks, QuickBooks and Xero, tied
track income and expenses for freelance designers English FreshBooks
how can a freelancer keep business income and expenses organized English FreshBooks and QuickBooks, tied
how to prepare accurate books for a small business English Xero
spreadsheet bookkeeping vs accounting software for small businesses English No brand recommended

Each engine's top three

Method

For the AI side, 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