What AI says about WithOrb

Since Jul 5Updated Oct 28, 2026Based on 30,641 AI responsesReviewed by

How we measure

AI summary

WithOrb is a revenue design platform that automates usage-based billing and pricing by connecting usage data to contracts in a CRM.

WithOrbThis page5%

Products

Mentioned in

5%

of AI answers about WithOrb and its rivals

  • ChatGPT7%
  • Google AI Mode4%

Topics where AI mentions WithOrb

TopicMentioned in · on this topic

How prominently AI mentions WithOrb

  • Named first25%
  • 2nd or 3rd60%
  • Later15%

How AI rates WithOrb

Common descriptions

developer-first · api-first · premium pricing · sophisticated · flexible pricing models

Tone of AI’s statements about WithOrb

  • Positive68%
  • Neutral27%
  • Mixed4%
  • Negative1%
Rated above a rival
  • ease of useAI is mixed on ease of use: 33% of the answers comparing WithOrb rate it worse than a rival, 67% better. Includes “billing complexity”, “complexity”, “complexity and logic”, “complexity and real time”, “complexity fit”, “implementation complexity”, “integration complexity”, “learning curve”, “metering complexity”, “operational complexity”, “pricing complexity”, “setup simplicity”.

WithOrb in AI answers

Question: Best billing for metered usage and proration?

ChatGPTSep 3, 2026

withorb.com — best overall for complex usage billing. Strong event metering, flexible pricing, backfills/corrections, contracts, minimums/maximums, and proration. Orb explicitly supports prorating fixed fees and usage-related commitments.

Question: I need a billing engine that handles usage-based pricing with complex tiers.

ChatGPTSep 2, 2026

withorb.com — strong fit for complex usage-based and hybrid pricing, especially when you need sophisticated rating, pricing changes, and raw usage events.

ChatGPTJul 20, 2026

Orb — usage metering and pricing execution for consumption-based products. www.withorb.com

Sources AI cites

The page AI cites most for WithOrb