Public AI recommendation index
Spend management 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 corporate card and expense management for startups” and “spend management software for small companies”
- 1Brexnamed in 3 answers
- 2Rampnamed in 3 answers
- 3Accounting integrationsnamed in 2 answers
- 4Mercurynamed in 2 answers
- 5Airbasenamed in 1 answer
- 6Corporate cardsnamed in 1 answer
- 7Emburse Certify or Abacusnamed in 1 answer
- 8Expense automationnamed in 1 answer
- 9Expense managementnamed in 1 answer
- 10Expense reimbursementsnamed in 1 answer
- 11Expense reportingnamed in 1 answer
- 12Expensifynamed in 1 answer
- 13Global Supportnamed in 1 answer
- 14Melionamed in 1 answer
- 15Mileage trackingnamed in 1 answer
- 16Multi-level approvalsnamed in 1 answer
- 17Navannamed in 1 answer
- 18Payment workflowsnamed in 1 answer
- 19Primary Rewardnamed in 1 answer
- 20Receipt scanningnamed in 1 answer
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 | Brex, Ramp, and Accounting integrations |
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.