What AI says about Orb
Orb is a revenue design platform that offers billing, pricing modeling, usage metering, invoicing, and revenue recognition tools, including a feature for testing price changes on real usage data.
AI calls itdeveloper-first,flexible,purpose-built,api-first,sophisticated,high-volume
Since Jul 5Updated Nov 14, 2026Based on 22,775 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
1%
of AI answers about Orb and its rivals · since Jul 5
Based on 22,775 AI answers
- ChatGPT1%
- Google AI Mode1%
How often AI mentions Orb
of AI answers about Orb and its rivals
Track your brand free to see 13 weeks of history.
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Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
More from WithOrb
BrandMentioned in
- WithOrb<1%
- Orb1%
Markets where AI mentions Orb
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- Subscription and Usage-Based Billing PlatformsChatGPTGoogle AI Mode
- Cloud-Native API & Networking PlatformsOutside both engines’ top 25
- Subscription Dunning & Churn Prevention ToolsOutside both engines’ top 25
- SaaS Spend & Asset Management PlatformsOutside both engines’ top 25
- Payments, Billing & Fintech PlatformsOutside both engines’ top 25
- SaaS Subscription Revenue Analytics ToolsOutside both engines’ top 25
- Web3 Identity, Domain, and Social TokensOutside both engines’ top 25
Topics where AI mentions Orb
TopicMentioned in · on this topicRank
- Most mentionedMentioned in
- Best pricing/packaging tool for usage tiers?on this questionOrb shares the lead for mentions with 2 more100%
Excerpts where Orb appeared in the AI's answer
Google AI ModeOct 1, 2026, Google AI Mode Orb : Built explicitly for multi-dimensional usage-based and tiered pricing.
Google AI ModeSep 29, 2026, Google AI Mode Orb: Known for API-first usage calculations, clean REST APIs, and allowing you to define custom usage metrics flexibly
- We sell a SaaS product and need to manage billing. What's the best subscription management platform that handles complex usage-based billing?on this questionChargebee Payments shares the lead for mentions with 3 more100%
Excerpts where Orb appeared in the AI's answer
Google AI ModeOct 1, 2026, Google AI Mode Orb - Best for: API-first and developer tool SaaS companies that need complex, highly customized pricing logic.
ChatGPTOct 1, 2026, ChatGPT Orb — good developer/API-first option for sophisticated usage metering and custom pricing logic.
- Best API monetization/billing for usage pricing?on this questionLago shares the lead for mentions with 3 more100%
Excerpts where Orb appeared in the AI's answer
Google AI ModeSep 25, 2026, Google AI Mode Orb : Widely regarded as a gold standard for developer-first and AI infrastructure.
Google AI ModeSep 20, 2026, Google AI Mode Orb — Best for high-throughput, developer-first usage tracking and real-time event aggregation.
- Best billing for metered usage and proration?on this questionOrb shares the lead for mentions with 3 more88%
Excerpts where Orb appeared in the AI's answer
Google AI ModeSep 26, 2026, Google AI Mode Orb — Best for developer-first and API/AI products . Orb shines at compiling custom billable metrics via SQL, handling complex event data streams, and running pricing simulations alongside flexible invoicing adjustments.
ChatGPTSep 11, 2026, ChatGPT I'd favor Metronome or Orb over trying to build the rating/proration engine yourself.
- I need a billing engine that handles usage-based pricing with complex tiers.on this questionMetronome shares the lead for mentions with 2 more79%
Excerpts where Orb appeared in the AI's answer
ChatGPTNov 3, 2026, ChatGPT My initial shortlist would be Metronome, Orb, Lago, Chargebee, and Zuora.
Google AI ModeNov 3, 2026, Google AI Mode Orb — Best for engineering-led API and AI companies with complex, rapidly changing multi-metric tiered pricing.
- What's the best usage-based billing platform for an AI startup?on this questionMetronome shares the lead for mentions with 1 more73%
Excerpts where Orb appeared in the AI's answer
Google AI ModeSep 28, 2026, Google AI Mode The top options on the market are categorized below by what they do best: 1. The Enterprise & High-Growth AI Standards: Orb or Metronome
ChatGPTSep 20, 2026, ChatGPT If you're an AI-native startup starting from scratch, I'd evaluate Orb first.
Orb against rivals
- pricingvsStripe Billing
- customer servicevsStripe
- ease of usevsStripe
- fitvsChargebee
- suitabilityvsZuora
Orb in AI answers
1 of 8
I need a billing engine that handles usage-based pricing with complex tiers.
ChatGPTChatGPT· Nov 3, 2026
My initial shortlist would be Metronome, Orb, Lago, Chargebee, and Zuora.
Google AI ModeGoogle AI Mode· Nov 3, 2026
Orb — Best for engineering-led API and AI companies with complex, rapidly changing multi-metric tiered pricing.
Sites AI cites
- Your site39%
- Usage-based billing engine (opens in a new tab) · 15%
- The revenue design company | Orb (opens in a new tab) · 7%Lists Orb
- Pricing (opens in a new tab) · 5%
- Usage-Based Billing Built for AI (opens in a new tab) · 4%
- Best usage-based billing software for AI companies (opens in a new tab) · 3%
- Best AI billing software in 2026 (opens in a new tab) · 1%
- Best API billing software in 2026 (opens in a new tab) · 1%Leaves Orb out
- Best billing and revenue management software in 2026 (opens in a new tab) · 1%
- Best usage-based billing software for B2B SaaS (opens in a new tab) · 1%
- Lists Orb on 1 of 1 page9%
- 8 Best Generative AI Usage-Based Billing Software in 2026 (opens in a new tab) · 4%
- Usage-Based Billing Software: 6 Top Picks for 2026 (opens in a new tab) · 3%
- Billing Software for AI Companies: 6 Tools Tested for 2026 (opens in a new tab) · 1%
- Enterprise Billing Software: 8 Best Platforms for 2026 (opens in a new tab) · 1%Lists Orb
- Lists Orb on 1 of 1 page3%
- Leaves Orb out3%
The page AI cites most often when it mentions Orb
Brands AI mentions
Mentioned in
- Stripe32%
- Chargebee Payments11%
- Stripe Billing11%
- Chargebee9%
- Maxio4%
