Pilot #14 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 Pilot 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?” | 0% | |
| Comparisons “How do the top options stack up?” | 7% | |
| Ready to buy “Which one should I actually get?” | 2% | |
| Problem-solving “I have this problem — what fixes it?” | 2% | |
| Informational “How does this kind of product work?” | 1% |
What the AIs say
Real answers from the latest measurement in which Pilot appeared — the receipts behind the score.
Claude (Anthropic) · recommended · listed #1
"What's better for outsourced bookkeeping, Bench or Pilot?"
# Bench vs. Pilot for Outsourced Bookkeeping Here's a breakdown to help you decide: ## Pilot **Best for:** Growing startups, especially VC-backed companies - Uses accrual-basis accounting (more…
Gemini (Google) · listed #2
"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, freelancer, or a servic…
ChatGPT (OpenAI) · recommended · listed #2
"What's better for outsourced bookkeeping, Bench or Pilot?"
…artup or mid-market business that needs investor-ready, accrual GAAP books, tax filing/CFO-level support, and deeper accounting expertise → Pilot is usually the better choice. Why (high-level) - Bench: positioned for small businesses and sole-proprietors. Simple, full‑service monthly bookkeeping (they do the work) and a cl…
Perplexity · recommended · listed #1
"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 s…
Where the AIs get it from
Domains cited by search-backed answers that mentioned Pilot (6 answers, 2026-08-01). Your own domain is highlighted — presence in the others is the GEO opportunity.
| Cited domain | Answers citing it |
|---|---|
| bench.co | 6 |
| pilot.com own domain | 6 |
| cocountant.com | 6 |
| johngalt-finance.com | 6 |
| aifinancetools.co | 6 |
| bestaiaccounting.com | 6 |
| youtube.com | 6 |
| booxkeeping.com | 6 |
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Head-to-head: Pilot vs QuickBooks · Pilot vs Wave · Pilot vs Xero — or the full Accounting Software leaderboard.
Data from run #85. Methodology
