FreshBooks
Accounting softwarePrompt performance
Position when mentioned · grouped by stageHead to head
Who the models name more often, side by side.
Is this you?
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Software, nearest on the index.
See all small business software companies →What the numbers say
FreshBooks scores 33.3 out of 100 on the Fameproof index, ranking 59 of 186 companies measured in the run of 21 October 2026. The index is the mean of the per-model scores below.
Visibility is uneven across models: Claude scores it 38.0 while Gemini scores it 31.0, a gap of 7.0 points. A brand that is strong on one model and weak on another has a different problem from one that is mid-table everywhere.
Claude names FreshBooks in 32% of answers and places it early enough to score 8% on prominence; Gemini names it in 20%.
Across the 24-prompt panel there are 2 prompts where at least one model does not name FreshBooks at all — those are the answers a competitor is winning instead, and the prompt table above shows which.
Measured inside accounting software rather than the wide software for small businesses pool, FreshBooks scores 76.0 — the fairer question for a buyer already shopping that market, though it cannot be compared across markets.
Questions about this score
What is FreshBooks's AI visibility score?
FreshBooks scores 33.3 out of 100 on the Fameproof index, ranked 59 of 186 companies, measured on 21 October 2026 across Claude and ChatGPT and Gemini.
Which AI model mentions FreshBooks most?
Claude, at 38.0 out of 100, naming FreshBooks in 32% of the answers in its panel. The per-model breakdown is above.
How is FreshBooks's score measured?
With a panel of 24 category questions asked 4 times per model — never questions that name FreshBooks, because a prompt that names you guarantees a mention. The score combines how often it is named, how early in the answer, how much of the topic it covers, and how consistent the result is between repetitions. Full methodology.
