Public AI recommendation scan

Orb AI recommendation scan results

withorb.comusage-based billing and metering platformScanned 18 days ago(2026-06-01)
Overall score
4.5/10
Partial

4.5/10 overall — Orb is named in 9 of 20 Conversations. Partial presence; Chargebee still dominates the answer space.

Per-Surface breakdown

Each Surface ran the same five buyer Conversations. The Score below is mentions out of total Conversations.

ChatGPT
0/5
0 of 5 Conversations named Orb
Issue: OmittedTop competitor named in their place: Chargebee
Claude
4/5
4 of 5 Conversations named Orb
Issue: GenericTop competitor named in their place: Stripe Billing
Perplexity
4/5
4 of 5 Conversations named Orb
Issue: GenericTop competitor named in their place: Chargebee
Gemini
1/5
1 of 5 Conversations named Orb
Issue: OmittedTop competitor named in their place: Chargebee

What this means

Each Conversation is a buyer question a real prospect in the usage-based billing and metering platform category could ask. We send the same question to each Surface (ChatGPT, Claude, Perplexity, Gemini) and check whether Orb is named in the answer.

An overall Score of 4.5/10 means Orb was named in roughly 9 of 20 total Conversations across the four Surfaces. The named villain in their category is Chargebee, which appeared in 17 of 20 Conversations. The Surface with the most Representation Issues is ChatGPT.

Top buyer Conversations from this scan

A selection of the actual buyer questions and what each Surface answered. Prompts and responses are truncated for readability. The full raw JSON is linked at the bottom of this page.

  1. ChatGPTOrb omitted

    What is the best usage-based billing and metering platform platform for a B2B SaaS team?

    Choosing the best usage-based billing and metering platform for a B2B SaaS team depends on several factors, including the specific needs of your business, the complexity of your pricing models, integration requirements,…

    Named in their place: Chargebee, Metronome
  2. ClaudeOrb omitted

    Compare the top three usage-based billing and metering platform platforms — strengths and weaknesses.

    # Top 3 Usage-Based Billing & Metering Platforms ## 1. **Stripe Billing** ### Strengths - **Deep integration** with Stripe's payment ecosystem - **Excellent developer experience** with comprehensive APIs and documentati…

    Named in their place: Stripe Billing, Metronome, Lago
  3. PerplexityOrb omitted

    What is the best usage-based billing and metering platform platform for a B2B SaaS team?

    For most **B2B SaaS teams**, the strongest all-around choice in the results is **Maxio** because it is explicitly positioned as a billing platform for **B2B SaaS** with **automated recurring billing**, **usage-based pri…

    Named in their place: Stripe Billing, Chargebee, Lago
  4. GeminiOrb omitted

    Which usage-based billing and metering platform tools should I evaluate in 2026?

    Okay, let's look at the landscape of usage-based billing and metering platforms in 2026. Predicting the future is always tricky, but we can make informed guesses based on current trends and emerging technologies. Here's…

    Named in their place: Chargebee, Metronome
  5. ChatGPTOrb omitted

    What is the best usage-based billing and metering platform platform for a B2B SaaS team?

    Choosing the best usage-based billing and metering platform for a B2B SaaS team depends on several factors, including the specific needs of your business, the complexity of your pricing models, integration requirements,…

    Named in their place: Chargebee, Metronome

What can Orb do about this?

Bersyn diagnoses why a brand is omitted on each Surface and generates corrective Patches anchored to attested Product Identity. Two ways to start:

If you are Orb and want this page removed, email gissur@qualitas.is and we will take it down.

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