Public AI recommendation index
Accounting software for startups
Based on 4 valid discovery answers for November 03, 2026.
- AIs:
- ChatGPT and Gemini
- Method:
- ChatGPT answers are read from its public web interface. Gemini answers come from Google's model API, which may answer from the model alone, without searching the web.
- Questions asked:
- “best accounting software for startups” and “bookkeeping service for venture-backed startups”
- 1Armaninonamed in 1 answer
- 2Assemble / Burkland Associatesnamed in 1 answer
- 3Bank feedsnamed in 1 answer
- 4Bill Pay & Accounts Payablenamed in 1 answer
- 5Brexnamed in 1 answer
- 6Burklandnamed in 1 answer
- 7Burn Rate & Runway Trackingnamed in 1 answer
- 8Cap Table & Equity Accountingnamed in 1 answer
- 9FP&Anamed in 1 answer
- 10GAAP bookkeepingnamed in 1 answer
- 11Invoicingnamed in 1 answer
- 12Kruze Consultingnamed in 1 answer
- 13Multi-Currency & International Entitiesnamed in 1 answer
- 14Particularly relevant for Delaware C-corpsnamed in 1 answer
- 15Pilotnamed in 1 answer
- 16Pre-seed through Series Cnamed in 1 answer
- 17R&D Tax Credit Studiesnamed in 1 answer
- 18Rampnamed in 1 answer
- 19Reports experience with 2,000 VC-backed startupsnamed in 1 answer
- 20Revenue Management / Billingnamed in 1 answer
Frequently cited sources
- accounting4startups.com (1 citation)
- burklandassociates.com (1 citation)
- freshbooks.com (1 citation)
- graphitefinancial.com (1 citation)
- kruzeconsulting.com (1 citation)
- learn.g2.com (1 citation)
- nerdwallet.com (1 citation)
- pilot.com (1 citation)
- quickbooks.intuit.com (1 citation)
- servicestechreview.com (1 citation)
History
One row per round of questions. A round is published only when every question was answered validly on every AI.
| Round | Valid answers | Most named |
|---|---|---|
| November 03, 2026 | 4 | Armanino, Assemble / Burkland Associates, and Bank feeds |
AI crawlers and agents across the web
Largest shares of AI crawler requests across Cloudflare in the last 28 days: Googlebot 23.5%, ClaudeBot 12.9%, Meta-ExternalAgent 9.3%, and Applebot 8.2%.
Of 115,468 sites Cloudflare scanned on November 02, 2026, 4.3% serve pages as Markdown to agents, 8.9% declare Content Signals and 0.6% publish an MCP server card.