Public AI recommendation index
Subscription billing for SaaS
Based on 4 valid discovery answers for November 02, 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 subscription billing software for SaaS” and “recurring billing platform for SaaS startups”
- 1Merchant of Record modelnamed in 2 answers
- 2Subscription managementnamed in 2 answers
- 3API-first integrationsnamed in 1 answer
- 4Accounting integrationsnamed in 1 answer
- 5Advanced featuresnamed in 1 answer
- 6Chargebeenamed in 1 answer
- 7Churn managementnamed in 1 answer
- 8Churn reductionnamed in 1 answer
- 9Contract-based billingnamed in 1 answer
- 10Couponsnamed in 1 answer
- 11Failed-payment recoverynamed in 1 answer
- 12Flexible APIsnamed in 1 answer
- 13Free trialsnamed in 1 answer
- 14Global paymentsnamed in 1 answer
- 15Global reachnamed in 1 answer
- 16Growth Stagenamed in 1 answer
- 17Lagonamed in 1 answer
- 18Lemon Squeezynamed in 1 answer
- 19Paddlenamed in 1 answer
- 20Pre-Revenue / MVP Stagenamed in 1 answer
Frequently cited sources
- chargebee.com (1 citation)
- maxio.com (1 citation)
- paddle.com (1 citation)
- rankite.com (1 citation)
- recurly.com (1 citation)
- softwarecompare.net (1 citation)
- stackscout.net (1 citation)
- stripe.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 02, 2026 | 4 | Merchant of Record model, Subscription management, and API-first 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.