A look at how Orb is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.
Orb is cited in 9 of 36 AI answers. It shows up on Usage-Based Billing, Orb. It is absent on Billing, Revenue Recognition, Metering.
AI answers fire on 92% of tracked queries, yet Orb is quoted in only 25% of them. When it does appear, it sits as a listed provider, rarely the lead source.
The revenue design company | Orb Products Solutions Resources Docs Careers Pricing Log in L o g i n Contact Sales C o n t a c t S a l e s T h e r e v e n u e d e s i g n p l a t f o r m What is revenue design? The revenue architects playboowithorb.com, 2026
Differentiators it leads with: Usage-Based Billing, Billing, Revenue Recognition, Metering.
Cited as a provider on Usage-Based Billing, Orb queries.
Appears alongside youtube.com, stripe.com, maxio.com.
See the full query-by-query breakdown →
| Topic | Presence in AI answers | Buyer intent |
|---|---|---|
| Usage-Based Billing | Owned | positioning |
| Orb | Owned | comparison |
| Billing | Invisible | positioning |
| Revenue Recognition | Invisible | positioning |
| Metering | Invisible | positioning |
| Subscription Management | Invisible | positioning |
Problem Aware. overview queries: Orb appears on 2 of 6 themes.
Solution Aware. Owned on Usage-Based Billing, Orb; absent on Billing, Revenue Recognition, Metering.
Alternatives. 3 themes name the brand without citing it; 24 queries answer without it at all.
39 queries across branded, positioning, and comparison intent. "Cited" means Orb's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.
| Query | Type | Orb in the AI answer | Top sources cited |
|---|---|---|---|
| best usage-based billing | Positioning | Cited | reddit.com, maxio.com, ledgerup.ai |
| usage-based billing vendors | Positioning | Absent | chargebee.com, g2.com, getlago.com |
| usage-based billing solutions | Positioning | Cited | maxio.com, salesforce.com, stripe.com |
| usage-based billing software | Positioning | Cited | reddit.com, billingplatform.com, maxio.com |
| usage-based billing platform | Positioning | Absent | maxio.com, billingplatform.com, chargebee.com |
| top usage-based billing providers | Positioning | Cited | ledgerup.ai, stripe.com, billingplatform.com |
| usage-based billing comparison | Positioning | Absent | reddit.com, github.blog, visualstudiomagazine.com |
| best billing | Positioning | Named, not cited | salesforce.com, forbes.com, cnbc.com |
| billing vendors | Positioning | Absent | omnimd.com, resources.marketplace.aviahealth.com, bellmedex.com |
| billing solutions | Positioning | No AI answer | |
| billing software | Positioning | Named, not cited | forbes.com, upflow.io, avidxchange.com |
| billing platform | Positioning | No AI answer | |
| top billing providers | Positioning | Absent | medicalbillersandcoders.com, omnimd.com, mbwrcm.com |
| billing comparison | Positioning | Absent | orionadvisorservices.my.site.com, youtube.com, docs.oracle.com |
| best revenue recognition | Positioning | Absent | scalexp.com, rightrev.com, stripe.com |
| revenue recognition vendors | Positioning | Absent | maxio.com, rightrev.com, sage.com |
| revenue recognition solutions | Positioning | Absent | zuora.com, deloitte.com, salesforce.com |
| revenue recognition software | Positioning | Absent | maxio.com, stripe.com, zuora.com |
| revenue recognition platform | Positioning | Absent | maxio.com, stripe.com, salesforce.com |
| top revenue recognition providers | Positioning | Absent | rightrev.com, eleven.run, withvayu.com |
| revenue recognition comparison | Positioning | Absent | paddle.com, youtube.com, investopedia.com |
| best metering | Positioning | Absent | bestmetering.com, youtube.com, joeredski.com |
| metering vendors | Positioning | Absent | nerc.gov.ng, redclay.com, mordorintelligence.com |
| metering solutions | Positioning | No AI answer | |
| metering software | Positioning | Absent | selinc.com, ninjaone.com, badgermeter.com |
| metering platform | Positioning | Cited | openmeter.io, meter.com, thingsboard.io |
| top metering providers | Positioning | Absent | fortunebusinessinsights.com, utility-metering.utilitiesbusinessreview.com, mordorintelligence.com |
| metering comparison | Positioning | Absent | electroind.com, youtube.com, photographylife.com |
| best subscription management | Positioning | Absent | cnbc.com, robberger.com, resubs.app |
| subscription management vendors | Positioning | Cited | reddit.com, maxio.com, recurly.com |
| subscription management solutions | Positioning | Absent | reddit.com, salesforce.com, maxio.com |
| subscription management software | Positioning | Absent | reddit.com, maxio.com, recurly.com |
| subscription management platform | Positioning | Absent | reddit.com, recurly.com, chargebee.com |
| top subscription management providers | Positioning | Absent | reddit.com, salesforce.com, klaviyo.com |
| subscription management comparison | Positioning | Absent | frisbii.com, youtube.com, claimlane.com |
| alternatives to Orb | Comparison | Named, not cited | ieeexplore.ieee.org, aibilling.dev, g2.com |
| Orb vs Metronome | Comparison | Cited | withorb.com, pkgpulse.com, sacra.com |
| Orb vs Stripe Billing | Comparison | Cited | withorb.com, reddit.com, aibilling.dev |
| Orb vs Chargebee | Comparison | Cited | withorb.com, amberflo.io, credyt.ai |
Orb is cited in 9 of the 36 AI answers we triggered.
Orb presents as usage-based billing, billing, revenue recognition, metering, subscription management. AI Overviews cite it on Usage-Based Billing, Orb and it is absent on Billing, Revenue Recognition, Metering.
Impact high · effort medium · 30 to 60 days
Impact medium · effort low · 0 to 30 days
Impact high · effort medium · 30 to 90 days
| Domain AI cites | Pages | Context |
|---|---|---|
| youtube.com | 17 | Cited on 17 of the queries we tested. |
| stripe.com | 9 | Cited on 9 of the queries we tested. |
| maxio.com | 9 | Cited on 9 of the queries we tested. |
| reddit.com | 9 | Cited on 9 of the queries we tested. |
| salesforce.com | 9 | Cited on 9 of the queries we tested. |
| recurly.com | 7 | Cited on 7 of the queries we tested. |
| chargebee.com | 6 | Cited on 6 of the queries we tested. |
| g2.com | 6 | Cited on 6 of the queries we tested. |
| billingplatform.com | 6 | Cited on 6 of the queries we tested. |
| zuora.com | 6 | Cited on 6 of the queries we tested. |
See which queries each peer won →
Brands and domains Google's AI cites in place of Orb on the queries where it is absent. Observed, not chosen.
| Peer | How AI frames it |
|---|---|
| youtube.com | Cited on 17 of the tested queries. |
| stripe.com | Cited on 9 of the tested queries. |
| maxio.com | Cited on 9 of the tested queries. |
| reddit.com | Cited on 9 of the tested queries. |
| salesforce.com | Cited on 9 of the tested queries. |
| recurly.com | Cited on 7 of the tested queries. |
| chargebee.com | Cited on 6 of the tested queries. |
| g2.com | Cited on 6 of the tested queries. |