Bench #10 in Accounting Software
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Score over time
Shaded band = 95% bootstrap confidence interval. Orange markers = methodology events (model releases, panel versions). How this works
By model
ChatGPT (OpenAI)
Claude (Anthropic)
Gemini (Google)
Perplexity
By question type
Where Bench shows up, by the intent behind the question. Every accounting software panel asks the same balanced mix — 10 prompts per type — so these rates are directly comparable. A gap here (strong on recommendations, invisible on comparisons) is where AI visibility is being won or lost.
| Question type | Mentioned | Recommended |
|---|---|---|
| Recommendations “What's the best option for me?” | 2% | |
| Comparisons “How do the top options stack up?” | 5% | |
| Ready to buy “Which one should I actually get?” | 3% | |
| Problem-solving “I have this problem — what fixes it?” | 3% | |
| Informational “How does this kind of product work?” | 2% |
What the AIs say
Real answers from the latest measurement in which Bench appeared — the receipts behind the score.
Claude (Anthropic) · listed #1
"Considering Bench vs Pilot for outsourcing my bookkeeping, which is stronger?"
# Bench vs. Pilot: Comparison I should note upfront: **Bench shut down abruptly in December 2023**, then was acquired/relaunched by Employer.com, which created significant disruption and…
Gemini (Google) · listed #1
"What's better for outsourced bookkeeping, Bench or Pilot?"
Which is better between **Bench** and **Pilot** depends entirely on the size, funding, and growth trajectory of your business. Here is the short answer: * **Choose Bench** if you are a solopreneur, freelance…
ChatGPT (OpenAI) · recommended · listed #1
"What's better for outsourced bookkeeping, Bench or Pilot?"
Short answer - If you run a very small, cash-basis business and want lower-cost, worry-free monthly bookkeeping with a simple app → Bench is often the better fit. - If you run a growing startup or mid-market business that needs investor-ready, accrual GAAP books, tax filing/CFO-level support, and deeper accounting e…
Perplexity · recommended · listed #2
"What's better for outsourced bookkeeping, Bench or Pilot?"
**Pilot is better for most growth-oriented startups and businesses with more complex accounting needs; Bench is better if you want the lowest-cost, simplest outsourced bookkeeping for a small business.** Bench is generally cheaper at the entry level, while Pilot offers accrual accounting…
Where the AIs get it from
Domains cited by search-backed answers that mentioned Bench (16 answers, 2026-08-01). Your own domain is highlighted — presence in the others is the GEO opportunity.
| Cited domain | Answers citing it |
|---|---|
| youtube.com | 16 |
| reddit.com | 16 |
| bench.co own domain | 14 |
| pilot.com | 14 |
| quickbooks.intuit.com | 10 |
| nerdwallet.com | 10 |
| cocountant.com | 8 |
| getholdings.com | 8 |
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Head-to-head: Bench vs QuickBooks · Bench vs Wave · Bench vs Xero — or the full Accounting Software leaderboard.
Data from run #85. Methodology