# Lago AI visibility in Payments & Fintech APIs

Canonical: https://devtune.ai/verticals/payments-fintech-apis/lago

[Website](https://www.getlago.com/)

Updated: 2026-10-15T01:52:46.199218+00:00
Prompts: 25
Runs: 6


## Platforms

- google-ai-mode
- perplexity
- bing-copilot-search
- chatgpt-search
- google-ai
- xai-search

Rank: 7
Total brands: 13
Measured responses: 150
Presence percent: 6.666666666666667
Share of voice percent: 2.911208151382824
Average position: 18.85
Docs presence percent: 0
Blog presence percent: 4.666666666666667
Brand mention percent: 12.666666666666668


## Profile

Overview: Lago is an open-source billing infrastructure platform founded in Paris in 2021 and backed by Y Combinator, FirstMark Capital, and SignalFire. It provides engineering and finance teams with a programmable API and visual interface to manage complex pricing models including usage-based, subscription, hybrid, and enterprise custom contracts. Lago's AGPLv3-licensed codebase can be self-hosted for full data control or consumed as a managed cloud service. The platform covers the full billing lifecycle: event ingestion and real-time metering, plan configuration, automated invoicing, prepaid credits, entitlements, cash collection, and revenue analytics. Customers include Mistral AI, PayPal, Groq, Arcee AI, and 1NCE. Lago processes approximately $829 million in invoices monthly.
Product summary: Lago is an open-source, API-first billing platform designed to handle complex, hybrid, and usage-based pricing models at scale. It combines a programmable metering engine, plan and subscription management, automated invoicing, entitlements, cash collection, and revenue analytics in a single system. It is payment-agnostic and can be deployed on Lago Cloud or self-hosted, giving companies full transparency and control over their billing infrastructure.


### Key capabilities

- Real-time event-based usage metering and aggregation
- Hybrid pricing plans combining subscriptions and usage-based charges
- Automated invoice generation and management
- Prepaid credits and wallet management
- Entitlements managed directly within the billing engine
- Cash collection, dunning, and payment orchestration
- Revenue analytics dashboards and data pipeline export
- Lago Embedded white-label billing for platforms
- Lago AI: AI-powered billing agents (apply discounts, void invoices, retry payments)
- Self-hosted (AGPLv3) or Lago Cloud deployment with SOC 2 Type II compliance



### Target users

- Engineering teams at B2B SaaS, AI, and infrastructure companies
- Product managers iterating on pricing models without engineering bottlenecks
- Finance and revenue operations teams needing automated, accurate invoicing
- Platform companies embedding white-label billing into their own products
- DevOps and security-conscious teams requiring self-hosted, data-sovereign billing
- IoT and telco companies with complex device-level metering requirements



### Key use cases

- Usage-based and consumption billing for AI companies (tokens, GPU time, API calls)
- Hybrid subscription + usage pricing for B2B SaaS
- Enterprise custom contract and plan-override billing
- IoT and telco device-level metered billing
- Embedded white-label billing for platforms and ecosystems
- Multi-product and multi-geography billing consolidation
- Data-sovereign billing for regulated industries via self-hosting
- Pricing experimentation without engineering bottlenecks

Integrations ecosystem: Lago integrates across payments (Stripe, Adyen, GoCardless, MoneyHash), accounting (NetSuite, Xero), tax compliance (Anrok, Avalara), CRM (HubSpot, Salesforce), data pipelines (Airbyte, Amazon S3, ClickHouse, Hightouch, Segment), cloud marketplaces (AWS, Azure, GCP Marketplace), workflow automation (Zapier, n8n), and auth/entitlements (Okta, Oso). Its payment-agnostic architecture means it works with any payment gateway. SDKs are available for Ruby, Python, JavaScript, and Go.
Pricing summary: Lago offers two paid cloud tiers—Business and Enterprise—both requiring a sales conversation (no public price list). Third-party sources estimate cloud pricing from approximately $1,000–$3,000 per month. The self-hosted open-source version is free under the AGPLv3 license but excludes premium features such as the customer portal, advanced integrations, and dedicated support. Lago does not charge a percentage of revenue, distinguishing it from transaction-fee billing models used by Stripe Billing and similar incumbents. Some add-ons (progressive billing, tax integrations, CRM/ERP integrations, dunning, forward-deployed engineers) are available at additional cost.
Review summary: User sentiment on Product Hunt and G2 is consistently positive, with reviewers highlighting Lago's open-source transparency, developer-friendly API, customizability, and strong Slack-based customer support. Common praise centers on its ability to handle complex billing scenarios and eliminate engineering overhead for pricing iteration. Criticism includes a steep learning curve when migrating from Stripe or Chargebee, high engineering overhead for self-hosting and customization, and the absence of key features (such as the customer portal) in the free tier. One reviewer noted difficulty in obtaining clear upgrade pricing quotes.
Competitive positioning: Lago positions itself as the open-source, developer-first alternative to proprietary billing incumbents such as Stripe Billing, Chargebee, and Recurly. Its core differentiator is full code transparency via an AGPLv3 GitHub repository, giving teams the option to self-host for complete data sovereignty or adopt the managed cloud offering. Lago targets companies with complex pricing needs—usage-based, hybrid subscription/consumption, multi-product, and enterprise custom contracts—that outgrow simpler SaaS billing tools. It competes on extensibility, payment-provider agnosticism, and a flat SaaS pricing model that charges no percentage of revenue, contrasting with incumbent rent-seeker pricing structures.
Limitations: Self-hosting requires Docker, command-line proficiency, and meaningful engineering investment, making it inaccessible to non-technical users. The self-hosted open-source version excludes premium features such as the customer portal, which require a paid cloud subscription. Lago lacks native advanced revenue automation capabilities found in full-stack platforms (e.g., CPQ, revenue recognition, quote-to-cash workflows). There is a learning curve when migrating from Stripe Billing or Chargebee. Cloud pricing is not publicly listed, creating friction in the evaluation process.


### Source urls

- https://www.getlago.com/
- https://getlago.com/about-us
- https://getlago.com/pricing
- https://github.com/getlago/lago
- https://techcrunch.com/2024/03/14/lago-a-paris-based-open-source-billing-platform-banks-22m/
- https://docs.getlago.com/faq/about-lago
- https://getlago.com/blog/blacksmith-billing
- https://www.g2.com/products/lago-lago/reviews
- https://www.producthunt.com/products/lago/reviews
- https://blog.alguna.com/usage-based-billing-software/

Reviewed at: 2026-04-28T23:10:53.267+00:00


### Customer outcomes

| Customer | Summary | Metric |
| --- | --- | --- |
| Blacksmith | CI/CD infrastructure startup Blacksmith (YC W24) used Lago to build scalable usage-based billing for its GitHub Actions complement service, enabling compute-level metering and flexible pricing experimentation without diverting engineering resources from core development. | 700+ paying customers in year one; 8-figure ARR |
| Mistral AI | Mistral AI adopted Lago to handle subscriptions and usage-based billing across dozens of products, enabling their team to focus on model development rather than billing infrastructure. | Not available |
| 1NCE | Global IoT connectivity provider 1NCE used Lago to automate and scale its global IoT billing, supporting a transition from flat-rate connectivity pricing to a pay-as-you-go metered model. | Not available |



### Reviews breakdown

| Platform | Score | Score max | Review count | Url |
| --- | --- | --- | --- | --- |
| G2 | 5 | 5 | 1 | https://www.g2.com/products/lago-lago/reviews |



### Review themes



#### Praised

- Open-source and self-hostable architecture
- Developer-friendly, well-documented API
- Full control over billing stack
- Highly customizable for complex use cases
- Responsive customer support via Slack
- No percentage-of-revenue pricing model
- Handles complex and hybrid billing scenarios
- Fast implementation for API-first teams



#### Criticized

- Steep learning curve migrating from Stripe Billing or Chargebee
- High engineering overhead for self-hosting and customization
- Non-technical users struggle with self-hosted setup
- Customer portal and advanced features locked behind paid tier
- Cloud pricing not publicly listed
- Lacks native CPQ and revenue recognition workflows




### Company facts

Founded year: 2021
Hq: Paris, France


#### Founders

- Anh-Tho Chuong
- Raffi Sarkissian

Employees range: 51-100
Total funding: $22M
Valuation: ~$100M
Arr: Not available
Customer count: Not available
Status: Private


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Stripe | 86 | 150 | 57.333333333333336 | 15.647826086956522 |
| Adyen | 31 | 150 | 20.666666666666668 | 14.98913043478261 |
| Chargebee | 31 | 150 | 20.666666666666668 | 27.297029702970296 |
| Paddle | 23 | 150 | 15.333333333333332 | 18.896551724137932 |
| Orb | 18 | 150 | 12 | 28.6875 |
| Recurly | 16 | 150 | 10.666666666666668 | 20.130434782608695 |
| Lago | 10 | 150 | 6.666666666666667 | 18.85 |
| Braintree | 10 | 150 | 6.666666666666667 | 32.52173913043478 |
| Stigg | 8 | 150 | 5.333333333333334 | 26.11764705882353 |
| Square | 6 | 150 | 4 | 35.4 |
| Plaid | 5 | 150 | 3.3333333333333335 | 16.608695652173914 |
| Lemon Squeezy | 3 | 150 | 2 | 6.75 |
| Moov | 1 | 150 | 0.6666666666666667 | 40.5 |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| google-ai-mode | 1 | 4 |
| perplexity | 2 | 8 |
| bing-copilot-search | 1 | 4 |
| chatgpt-search | 1 | 4 |
| google-ai | 0 | 0 |
| xai-search | 5 | 20 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| What payment infrastructure tools help architect a resilient checkout that stays available during a processor outage — what should I evaluate? | 1 | 1 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| What are the best payment API sandboxes for testing failed card scenarios and 3DS authentication locally without hitting live payment networks? | 5 |
| Which payment platforms handle both one-time purchases and recurring subscriptions from the same checkout flow — what should a startup evaluate? | 5 |
| Looking for a billing platform that supports a custom pricing page reflecting real-time plan changes without tight backend coupling — what are my options? | 5 |
| Which fintech banking APIs handle ACH account verification best — which ones offer both micro-deposit flows and instant verification options? | 4 |
| Which payment API providers offer the best uptime and latency SLAs for high-volume checkout flows — what should I require before committing to one? | 4 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 2 |
| Developer Experience | 5 | 2 |
| Integrations & Ecosystem | 5 | 0 |
| Performance & Reliability | 5 | 1 |
| Setup & First Run | 5 | 2 |



## Prompt results

- Prompt text: Which payment and billing platforms integrate best with accounting software to automate revenue recognition and reconciliation?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Chargebee | 1 |
| Stripe | 4 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Orb | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Chargebee | 2 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 5 |
| Orb | 13 |
| Chargebee | 26 |


- Prompt text: Which billing platforms best support usage-based pricing with tiered, per-unit, and flat-fee components combined in a single subscription plan?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: 15



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stigg | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Chargebee | 2 |
| Stripe | 5 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 5 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 4 |
| Lago | 15 |
| Orb | 27 |
| Chargebee | 29 |


- Prompt text: Which fintech banking APIs handle ACH account verification best — which ones offer both micro-deposit flows and instant verification options?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Plaid | 2 |
| Stripe | 6 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Plaid | 4 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 7 |
| Plaid | 20 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Plaid | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Plaid | 1 |
| Stripe | 2 |
| Moov | 7 |


- Prompt text: Which billing infrastructure platforms can manage enterprise custom contracts with negotiated pricing alongside self-serve subscriptions from the same system?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: 12
Google-ai: Not available
Xai-search: 3



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Orb | 2 |
| Stigg | 3 |
| Stripe | 4 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Orb | 3 |
| Chargebee | 10 |
| Lago | 12 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Stigg | 3 |
| Orb | 4 |
| Stripe | 6 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Lago | 3 |
| Stripe | 5 |
| Orb | 11 |
| Chargebee | 54 |


- Prompt text: What are the best billing platforms for setting up usage-based pricing for an API product — which ones handle automatic metered charging without custom infrastructure?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: 3
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: 15



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stigg | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Lago | 3 |
| Orb | 5 |



##### Bing-copilot-search





##### Chatgpt-search





##### Google-ai

| Display name | Position |
| --- | --- |
| Stripe | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Chargebee | 4 |
| Stripe | 6 |
| Orb | 7 |
| Lago | 15 |
| Paddle | 34 |


- Prompt text: Which payment API providers offer the best uptime and latency SLAs for high-volume checkout flows — what should I require before committing to one?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Adyen | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Adyen | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 3 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 46 |
| Braintree | 68 |


- Prompt text: What payment APIs support high-risk industries or businesses with elevated chargeback rates — which platforms are worth evaluating for these use cases?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 9 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 9 |
| Paddle | 32 |


- Prompt text: What payment infrastructure tools help architect a resilient checkout that stays available during a processor outage — what should I evaluate?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: 1
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Lago | 1 |
| Stripe | 7 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 10 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 12 |


- Prompt text: Which subscription billing platforms handle dunning and failed payment recovery at scale without requiring custom retry logic?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 2 |
| Chargebee | 3 |
| Recurly | 5 |
| Paddle | 7 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Recurly | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Chargebee | 1 |
| Recurly | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Stigg | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Chargebee | 8 |
| Paddle | 24 |
| Orb | 25 |


- Prompt text: Which payments APIs offer the best built-in fraud scoring, and which ones connect well to third-party fraud detection platforms if you need to bring your own?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 4 |
| Braintree | 13 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 20 |
| Braintree | 53 |
| Adyen | 62 |
| Chargebee | 68 |


- Prompt text: What are the best tools for syncing subscription state from a billing API into a product database so that feature gating always reflects the current plan?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Paddle | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Paddle | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Paddle | 1 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Stripe | 6 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Stigg | 2 |
| Paddle | 14 |
| Stripe | 16 |
| Recurly | 32 |
| Chargebee | 35 |


- Prompt text: Which payment APIs are best for building a multi-currency checkout with automatic international tax and VAT calculation built in?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Paddle | 5 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Paddle | 3 |
| Adyen | 7 |
| Stripe | 22 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 2 |
| Paddle | 16 |


- Prompt text: Which billing platforms handle complex proration logic best when customers upgrade or downgrade mid-cycle — what should I look at?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: 5



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Chargebee | 2 |
| Recurly | 4 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Chargebee | 3 |
| Recurly | 6 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Orb | 3 |
| Lago | 5 |
| Paddle | 40 |
| Recurly | 44 |
| Chargebee | 54 |
| Stripe | 73 |


- Prompt text: Which billing platforms make it easiest to migrate existing customers and active subscriptions without causing payment failures during the transition?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: 3
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Chargebee | 1 |
| Stripe | 5 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Lago | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Chargebee | 1 |
| Paddle | 2 |
| Recurly | 3 |
| Stripe | 10 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Stripe | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Chargebee | 3 |
| Recurly | 5 |


- Prompt text: Which payment API platforms have the most reliable webhook delivery — which ones handle retries automatically when your server is down during a payment event?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Adyen | 1 |
| Stripe | 3 |
| Square | 7 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Adyen | 1 |
| Stripe | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 4 |
| Square | 11 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Adyen | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 16 |
| Adyen | 27 |
| Braintree | 28 |
| Square | 43 |


- Prompt text: Which payment APIs handle 3DS2 strong customer authentication and exemption logic most intelligently to minimize impact on checkout conversion rates?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Adyen | 1 |
| Stripe | 5 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Adyen | 1 |
| Stripe | 4 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Adyen | 1 |
| Stripe | 5 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Adyen | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Recurly | 22 |
| Stripe | 27 |
| Adyen | 41 |


- Prompt text: What are the best payment API sandboxes for testing failed card scenarios and 3DS authentication locally without hitting live payment networks?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 3 |
| Braintree | 6 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Stripe | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 3 |
| Braintree | 6 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Adyen | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 11 |
| Square | 29 |
| Braintree | 38 |


- Prompt text: Which payment platforms support marketplace and split-payment models where funds need to be distributed to multiple vendors in a single transaction?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Adyen | 2 |
| Stripe | 22 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Stripe | 14 |



##### Xai-search




- Prompt text: Which payment platforms handle both one-time purchases and recurring subscriptions from the same checkout flow — what should a startup evaluate?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Paddle | 2 |
| Adyen | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Stripe | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Paddle | 3 |
| Lemon Squeezy | 5 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Chargebee | 2 |
| Recurly | 3 |
| Orb | 4 |
| Stripe | 18 |
| Paddle | 26 |
| Braintree | 46 |


- Prompt text: What's the fastest way to add subscription billing with trial periods and seat-based pricing to a B2B SaaS app — which platforms handle this without building from scratch?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Paddle | 3 |
| Chargebee | 5 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Paddle | 3 |
| Chargebee | 6 |
| Orb | 9 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Paddle | 11 |
| Orb | 25 |
| Stripe | 35 |
| Chargebee | 56 |


- Prompt text: Looking for a billing platform that supports a custom pricing page reflecting real-time plan changes without tight backend coupling — what are my options?


#### Brand position by platform

Google-ai-mode: 4
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: 17



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Orb | 1 |
| Lago | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Paddle | 1 |
| Chargebee | 3 |
| Lemon Squeezy | 4 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Orb | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Paddle | 3 |
| Chargebee | 6 |
| Lemon Squeezy | 8 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Stigg | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Recurly | 14 |
| Lago | 17 |
| Stripe | 22 |
| Paddle | 28 |
| Orb | 34 |
| Chargebee | 46 |
| Stigg | 88 |


- Prompt text: What payment APIs are best suited for startups that need to meet PCI DSS compliance requirements from their first integration?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode





##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 4 |
| Braintree | 7 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 2 |
| Braintree | 3 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Square | 6 |
| Chargebee | 23 |
| Stripe | 36 |


- Prompt text: Which billing platforms handle idempotency best to prevent duplicate charges during network timeouts and retries at checkout?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Chargebee | 4 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 4 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Adyen | 2 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 13 |
| Adyen | 17 |
| Chargebee | 25 |
| Square | 27 |
| Paddle | 43 |
| Recurly | 46 |


- Prompt text: Which billing platforms can feed revenue data directly into a data warehouse for real-time MRR and churn analytics without custom ETL pipelines?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Recurly | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Stripe | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Recurly | 3 |
| Chargebee | 5 |



##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 1 |
| Chargebee | 27 |
| Recurly | 50 |


- Prompt text: What tax compliance tools integrate best with payment APIs that don't include built-in calculation — what do teams use for US state tax and EU VAT coverage?


#### Brand position by platform

Google-ai-mode: Not available
Perplexity: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Google-ai: Not available
Xai-search: Not available



#### Platform rows



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Stripe | 6 |



##### Perplexity





##### Bing-copilot-search





##### Chatgpt-search





##### Google-ai





##### Xai-search

| Display name | Position |
| --- | --- |
| Stripe | 11 |
| Orb | 65 |





## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://getlago.com/ | Lago \| Billing for AI Products and Usage-Based Pricing | getlago.com | Not available | commercial | blog_post | 6 | 6 |
| https://getlago.com/blog/payment-orchestration-multi-psp-routing-and-failover | getlago.com · blog · payment-orchestration-multi-psp-routingPayment Orchestration: Multi-PSP Routing and Failover | getlago.com | Not available | commercial | blog_post | 3 | 3 |
| https://getlago.com/blog/billing-system-migration | Billing System Migration: The Complete Playbook for Replacing Legacy Systems \| Lago | getlago.com | Not available | commercial | blog_post | 2 | 2 |
| https://getlago.com/pricing | Pricing \| Lago Billing Platform Plans | getlago.com | Not available | commercial | blog_post | 2 | 2 |
| https://getlago.com/docs/guide/introduction/welcome-to-lago | Welcome to Lago - Getlago | getlago.com | Not available | commercial | documentation | 2 | 2 |
| https://getlago.com/solutions/use-cases/enterprise-plans | Lago Enterprise | getlago.com | Not available | commercial | landing_page | 2 | 2 |
| https://getlago.com/blog/top-7-alternatives-to-chargebee-for-billing | Top 7 Alternatives to Chargebee for usage-based Billing \| Lago | getlago.com | Not available | commercial | blog_post | 1 | 1 |
| https://getlago.com/platform/usage-metering | Platform | getlago.com | Not available | commercial | blog_post | 1 | 1 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| Which billing platforms best support usage-based pricing with tiered, per-unit, and flat-fee components combined in a single subscription plan? | bing-copilot-search | ..., and flat‑fee components in a single subscription plan are Stripe Billing, Chargebee, Zuora, Orb, Metronome, Hyperline, and Lago. These platforms are designed for hybrid pricing models, allowing SaaS and AI companies to mix base subscriptions with usa... |
| What are the best billing platforms for setting up usage-based pricing for an API product — which ones handle automatic metered charging without custom infrastructure? | bing-copilot-search | ...-Based Billing Software in 2026 \| Top Rated \| PickMySoft](https://pickmysoft.com/blog/best-usage-based-billing-software) Lago(open-source)\| Open-source metering; flexible integrations; self-host or cloud\| Engineering-heavy teams wanting control\| Fr... |
| Which billing platforms make it easiest to migrate existing customers and active subscriptions without causing payment failures during the transition? | bing-copilot-search | The billing platforms most often cited as easiest for migrating existing customers and active subscriptions without payment failures are Stripe, Chargebee, and open-source solutions like Lago. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| google-ai-mode | Stripe | The top payment API sandboxes for local testing of failure scenarios and 3DS authentication include: * * _Stripe_ : Widely considered the gold standard for developer experience. |
| perplexity | Stripe | For local integration testing, the strongest options are Stripe, Adyen, and Braintree. |
| perplexity | Adyen | For local integration testing, the strongest options are Stripe, Adyen, and Braintree. |
| bing-copilot-search | Stripe | Here are the best payment API sandboxes you can use to test failed card scenarios and 3D Secure (3DS) authentication locally, without hitting live payment networks: ### 🔑 Stripe Sandbox * Features: * Switch to Test Mode in the Dashboard. |
| chatgpt-search | Stripe | ...test declined cards, insufficient funds, payment-processing errors, and 3D Secure (3DS) authentication locally without charging real cards or contacting live payment networks, I'd start with Stripe Test Mode, Adyen's test platform, or Braintree Sandbox. |
| chatgpt-search | Adyen | ...test declined cards, insufficient funds, payment-processing errors, and 3D Secure (3DS) authentication locally without charging real cards or contacting live payment networks, I'd start with Stripe Test Mode, Adyen's test platform, or Braintree Sandbox. |
| google-ai-mode | Stripe | Stripe (via Stripe Checkout), Paddle, Lemon Squeezy, and Adyen are the leading payment platforms that seamlessly handle both one-time purchases and recurring subscriptions within the same unified checkout flow. |
| perplexity | Stripe | \| Platform \| What the sources establish \| \|---\|---\| \| Stripe Checkout \| Supports one-time payments and subscriptions. |
| perplexity | Paddle | [1] \| \| Paddle \| Offers one-time purchases through Paddle Checkout and says one-time purchases use the same checkout experience as subscriptions. |
| perplexity | Adyen | [2] \| \| Adyen \| Its online-payments platform supports both one-off and recurring payments, and its Checkout API can store payment details for later recurring charges. |
| bing-copilot-search | Stripe | Several modern payment platforms — notably Stripe, PayPal, Adyen, and Paddle — allow startups to handle both one-time purchases and recurring subscriptions within a single checkout flow. This unified approach simplifies customer experience and reduce... |
| chatgpt-search | Stripe | ## Platforms worth evaluating ## 1. Stripe Best general-purpose starting point Stripe Checkout supports one-time payments and subscriptions, with Stripe Billing adding subscription management and more advanced billing logic. |



## Trend

Visibility delta: -2
Avg position delta: -0.39285714285714324
Citation count delta: 1