AI Site Grade

stripe.com — AI Site Grade

Stripe's documentation site serves AI crawlers a 2-5KB plain-text shell while browsers receive 400-1200KB of rich HTML, severely limiting AI extraction of its most authoritative technical content.

Stripe's AI visibility is strong on the main site but critically undermined by content-starvation on docs.stripe.com, a missing llms-full.txt, and stale cold knowledge about its AI narrative.

Findings
9
Evidence checks
22
Completed
2 Jul 2026

Analysis

Stripe's AI-Visibility Audit

The most striking finding is that Stripe's documentation — arguably the most valuable content for AI training and retrieval — is served as a thin 2-5KB plain-text shell to every major AI crawler, while browsers receive 400-1200KB of rich HTML. This is a deliberate server-side UA detection that strips the docs site of its full content for AI bots, despite the robots.txt explicitly allowing all crawlers.

Crawler Access

On stripe.com, all 11 tested AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, anthropic-ai, Bytespider, Applebot-Extended, Perplexity-User) receive a full 200 response with ~585KB of content — identical to a browser. The robots.txt at stripe.com/robots.txt contains zero AI-specific directives; no GPTBot, ClaudeBot, or Google-Extended rules exist. The wildcard rule (User-agent: *) allows /docs and /docs$ while disallowing a handful of utility paths. The llms.txt at stripe.com/llms.txt is present and substantial (~64KB), offering a structured, link-rich content map across all product lines — a rare and commendable implementation. However, the referenced llms-full.txt returns a 404 (JS-rendered error page), breaking the promise of a single-file documentation dump.

The Docs Subdomain Gap

On docs.stripe.com, the robots.txt uses a non-standard Content-Signal: ai-train=yes, search=yes, ai-input=yes directive — an experimental signal that most crawlers do not parse. Despite this permissive stance, every AI bot receives only 2-5KB of plain text (headings and link lists) while a browser gets 400-1200KB of full HTML with code examples, interactive API explorers, and prose. For example, docs.stripe.com/payments returns 5.3KB to GPTBot versus 434KB to a browser. This is not a block — it is a content-starvation pattern that severely limits what AI models can extract from Stripe's most authoritative technical content.

Cold-Knowledge Gap

The LLM's prior knowledge about Stripe is strong and accurate — co-founders, valuation, core products (Payments, Connect, Billing, Atlas, Terminal, Issuing, Radar), and even the 2023 layoffs. However, the cold knowledge is stale on recent product expansions: it mentions nothing about Stripe's aggressive push into agentic commerce, stablecoin/crypto infrastructure, AI agent payments, or the $1.9T in 2025 payment volume prominently featured on the homepage. The site now positions itself as "building the economic infrastructure for AI" — a narrative entirely absent from the model's prior.

Schema Posture

The homepage carries rich Organization JSON-LD with founders, locations, social profiles, and contact info — but zero WebSite schema with potentialAction (SearchAction) for site search, and no SoftwareApplication schema for any of the products. The /pricing page uses FAQPage schema with 5 well-structured Q&A entries. The /customers and /newsroom pages carry no schema at all. Given Stripe's developer audience, the absence of TechArticle or HowTo schema on documentation pages is a missed signal for AI answer extraction.

External Signals

Stripe's DNS TXT records reveal verification tokens from Anthropic, Apple, Cursor, ElevenLabs, Docker, Atlassian, and Canva — indicating deep partnerships with AI-native companies. The homepage prominently features case studies with Hertz, URBN, Instacart, Le Monde, and AI-native startups (Lovable, Gamma, Runway, Supabase, ElevenLabs, Browserbase, Decagon). The newsroom is JS-rendered (only 17 words extracted via plain GET), meaning AI crawlers get almost no content from Stripe's own press announcements.

Findings

  1. AI crawlers receive stripped-down plain text on docs.stripe.com High

    Every major AI bot receives only 2-5KB of plain text (headings and links) from docs.stripe.com, while browsers get 400-1200KB of full HTML with code examples and interactive content. This content-starvation pattern severely limits what AI models can extract from Stripe's most authoritative technical documentation.

    What to change: Remove the server-side user-agent detection that truncates content for AI crawlers on docs.stripe.com, or serve the full HTML to all bots.

  2. llms-full.txt returns a 404 error High

    The llms.txt file at stripe.com/llms.txt references an llms-full.txt file, but that URL returns a 404 (JS-rendered error page), breaking the promise of a single-file documentation dump for AI consumption.

    What to change: Create and serve a valid llms-full.txt file with the full documentation content, or remove the reference from llms.txt.

  3. LLM cold knowledge lacks Stripe's AI narrative Medium

    The LLM's prior knowledge about Stripe is strong but stale on recent product expansions: it mentions nothing about agentic commerce, stablecoin/crypto infrastructure, AI agent payments, or the $1.9T in 2025 payment volume. The site's positioning as 'building the economic infrastructure for AI' is entirely absent from the model's prior.

    What to change: Ensure that key AI-related product pages and announcements are crawlable and contain clear, structured content that AI models can index.

  4. Newsroom page is JS-rendered, yielding minimal content for AI crawlers Medium

    The newsroom page at stripe.com/newsroom returns only 17 words via plain GET, indicating heavy JavaScript rendering. AI crawlers that do not execute JS receive almost no content from Stripe's own press announcements.

    What to change: Implement server-side rendering or provide a static fallback for the newsroom content to ensure AI crawlers can access press announcements.

  5. Homepage lacks WebSite schema with SearchAction Medium

    The homepage carries rich Organization JSON-LD but no WebSite schema with potentialAction for site search, which helps AI models understand site navigation and search capabilities.

    What to change: Add WebSite schema with SearchAction to the homepage and other key pages.

  6. Product pages lack SoftwareApplication schema Medium

    Despite offering numerous software products (Payments, Connect, Billing, etc.), no product page uses SoftwareApplication schema, which would help AI models classify and extract product details.

    What to change: Add SoftwareApplication schema to product pages with appropriate properties (name, description, applicationCategory, etc.).

  7. Customers and newsroom pages carry no schema markup Low

    The /customers and /newsroom pages have no structured data, missing opportunities for rich snippets in AI-generated answers.

    What to change: Add appropriate schema (e.g., Article for newsroom, ItemList for customers) to these pages.

  8. docs.stripe.com robots.txt uses non-standard Content-Signal directive Low

    The robots.txt at docs.stripe.com includes a non-standard 'Content-Signal: ai-train=yes, search=yes, ai-input=yes' directive that most AI crawlers do not parse, potentially causing confusion.

    What to change: Replace the non-standard directive with standard User-agent and Allow/Disallow rules, or ensure the directive is widely supported.

  9. Main robots.txt has no AI-specific directives Low

    The robots.txt at stripe.com contains no rules for GPTBot, ClaudeBot, Google-Extended, or other AI crawlers, relying solely on the wildcard rule. While this currently allows access, it provides no fine-grained control.

    What to change: Consider adding explicit directives for major AI crawlers to ensure intended access and prevent future accidental blocks.

What's working

  • llms.txt file is present and substantial — Stripe hosts a ~64KB llms.txt at stripe.com/llms.txt, offering a structured, link-rich content map across all product lines — a rare and commendable implementation that helps AI crawlers discover key resources.
  • All AI crawlers receive full content on stripe.com — All 11 tested AI bots receive a full 200 response with ~585KB of content on stripe.com, identical to a browser, ensuring the main marketing site is fully visible to AI models.
  • Pricing page uses FAQPage schema — The /pricing page includes FAQPage schema with 5 well-structured Q&A entries, helping AI models extract pricing-related answers directly.
  • Homepage carries rich Organization JSON-LD — The homepage includes Organization schema with founders, locations, social profiles, and contact info, providing authoritative entity data to AI models.
  • LLM has strong prior knowledge about Stripe — The LLM's cold knowledge accurately covers co-founders, valuation, core products (Payments, Connect, Billing, Atlas, Terminal, Issuing, Radar), and even the 2023 layoffs, indicating strong baseline visibility.
  • DNS TXT records show verification tokens from AI-native companies — Stripe's DNS TXT records include verification tokens from Anthropic, Apple, Cursor, ElevenLabs, Docker, Atlassian, and Canva, indicating deep partnerships with AI-native companies that may boost external signals.
  • Homepage features case studies with AI-native startups — The homepage prominently showcases case studies with AI-native companies like Lovable, Gamma, Runway, Supabase, ElevenLabs, Browserbase, and Decagon, reinforcing Stripe's AI ecosystem positioning.

Track stripe.com across AI search

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Stripe — AI Site Grade · How ChatGPT, Claude & Perplexity read stripe.com | Trakkr while disallowing a handful of utility paths. The `llms.txt` at `stripe.com/llms.txt` is present and substantial (~64KB), offering a structured, link-rich content map across all product lines — a rare and commendable implementation. However, the referenced `llms-full.txt` returns a **404** (JS-rendered error page), breaking the promise of a single-file documentation dump.\n\n## The Docs Subdomain Gap\n\nOn `docs.stripe.com`, the `robots.txt` uses a non-standard `Content-Signal: ai-train=yes, search=yes, ai-input=yes` directive — an experimental signal that most crawlers do not parse. Despite this permissive stance, **every AI bot receives only 2-5KB of plain text** (headings and link lists) while a browser gets 400-1200KB of full HTML with code examples, interactive API explorers, and prose. For example, `docs.stripe.com/payments` returns 5.3KB to GPTBot versus 434KB to a browser. This is not a block — it is a **content-starvation pattern** that severely limits what AI models can extract from Stripe's most authoritative technical content.\n\n## Cold-Knowledge Gap\n\nThe LLM's prior knowledge about Stripe is **strong and accurate** — co-founders, valuation, core products (Payments, Connect, Billing, Atlas, Terminal, Issuing, Radar), and even the 2023 layoffs. However, the cold knowledge is **stale on recent product expansions**: it mentions nothing about Stripe's aggressive push into **agentic commerce**, **stablecoin/crypto infrastructure**, **AI agent payments**, or the **$1.9T in 2025 payment volume** prominently featured on the homepage. The site now positions itself as \"building the economic infrastructure for AI\" — a narrative entirely absent from the model's prior.\n\n## Schema Posture\n\nThe homepage carries rich `Organization` JSON-LD with founders, locations, social profiles, and contact info — but **zero `WebSite` schema with `potentialAction` (SearchAction)** for site search, and no `SoftwareApplication` schema for any of the products. The `/pricing` page uses `FAQPage` schema with 5 well-structured Q&A entries. The `/customers` and `/newsroom` pages carry **no schema at all**. Given Stripe's developer audience, the absence of `TechArticle` or `HowTo` schema on documentation pages is a missed signal for AI answer extraction.\n\n## External Signals\n\nStripe's DNS TXT records reveal verification tokens from **Anthropic, Apple, Cursor, ElevenLabs, Docker, Atlassian, and Canva** — indicating deep partnerships with AI-native companies. The homepage prominently features case studies with Hertz, URBN, Instacart, Le Monde, and AI-native startups (Lovable, Gamma, Runway, Supabase, ElevenLabs, Browserbase, Decagon). The newsroom is JS-rendered (only 17 words extracted via plain GET), meaning AI crawlers get almost no content from Stripe's own press announcements.","findings":[{"id":"docs-content-starvation","title":"AI crawlers receive stripped-down plain text on docs.stripe.com","summary":"Every major AI bot receives only 2-5KB of plain text (headings and links) from docs.stripe.com, while browsers get 400-1200KB of full HTML with code examples and interactive content. This content-starvation pattern severely limits what AI models can extract from Stripe's most authoritative technical documentation.","category":"crawler_access","severity":"high","confidence":1,"target_urls":["https://docs.stripe.com/payments"],"evidence_refs":["call_01_Hjfo2a1jGu27jvWyLHEd5721","call_02_IyIyxCFpIqy4rlh5H3f26146","call_00_crls6rXn4QkzOwjsCO9h9470"],"suggested_fix":"Remove the server-side user-agent detection that truncates content for AI crawlers on docs.stripe.com, or serve the full HTML to all bots."},{"id":"llms-full-txt-404","title":"llms-full.txt returns a 404 error","summary":"The llms.txt file at stripe.com/llms.txt references an llms-full.txt file, but that URL returns a 404 (JS-rendered error page), breaking the promise of a single-file documentation dump for AI consumption.","category":"infrastructure","severity":"high","confidence":1,"target_urls":["https://stripe.com/llms-full.txt"],"evidence_refs":["call_00_ANwInDhrTqy1otD3wzS27669"],"suggested_fix":"Create and serve a valid llms-full.txt file with the full documentation content, or remove the reference from llms.txt."},{"id":"cold-knowledge-ai-narrative-gap","title":"LLM cold knowledge lacks Stripe's AI narrative","summary":"The LLM's prior knowledge about Stripe is strong but stale on recent product expansions: it mentions nothing about agentic commerce, stablecoin/crypto infrastructure, AI agent payments, or the $1.9T in 2025 payment volume. The site's positioning as 'building the economic infrastructure for AI' is entirely absent from the model's prior.","category":"visibility","severity":"medium","confidence":0.9,"target_urls":[],"evidence_refs":["call_05_bF92GI3EFR569w3KDV2E6876"],"suggested_fix":"Ensure that key AI-related product pages and announcements are crawlable and contain clear, structured content that AI models can index."},{"id":"newsroom-js-rendered","title":"Newsroom page is JS-rendered, yielding minimal content for AI crawlers","summary":"The newsroom page at stripe.com/newsroom returns only 17 words via plain GET, indicating heavy JavaScript rendering. AI crawlers that do not execute JS receive almost no content from Stripe's own press announcements.","category":"crawler_access","severity":"medium","confidence":1,"target_urls":["https://stripe.com/newsroom"],"evidence_refs":["call_01_b9IA72V21LniAMCc2B1K2918"],"suggested_fix":"Implement server-side rendering or provide a static fallback for the newsroom content to ensure AI crawlers can access press announcements."},{"id":"missing-website-schema","title":"Homepage lacks WebSite schema with SearchAction","summary":"The homepage carries rich Organization JSON-LD but no WebSite schema with potentialAction for site search, which helps AI models understand site navigation and search capabilities.","category":"schema","severity":"medium","confidence":0.9,"target_urls":["https://stripe.com"],"evidence_refs":["call_00_TnjD0WnxPb0ZMZhYICPN7379"],"suggested_fix":"Add WebSite schema with SearchAction to the homepage and other key pages."},{"id":"missing-softwareapplication-schema","title":"Product pages lack SoftwareApplication schema","summary":"Despite offering numerous software products (Payments, Connect, Billing, etc.), no product page uses SoftwareApplication schema, which would help AI models classify and extract product details.","category":"schema","severity":"medium","confidence":0.8,"target_urls":[],"evidence_refs":["call_00_TnjD0WnxPb0ZMZhYICPN7379"],"suggested_fix":"Add SoftwareApplication schema to product pages with appropriate properties (name, description, applicationCategory, etc.)."},{"id":"customers-newsroom-no-schema","title":"Customers and newsroom pages carry no schema markup","summary":"The /customers and /newsroom pages have no structured data, missing opportunities for rich snippets in AI-generated answers.","category":"schema","severity":"low","confidence":0.9,"target_urls":["https://stripe.com/customers","https://stripe.com/newsroom"],"evidence_refs":["call_03_IBErHbVtKR7dllFRPOJN8847","call_01_b9IA72V21LniAMCc2B1K2918"],"suggested_fix":"Add appropriate schema (e.g., Article for newsroom, ItemList for customers) to these pages."},{"id":"docs-robots-nonstandard-directive","title":"docs.stripe.com robots.txt uses non-standard Content-Signal directive","summary":"The robots.txt at docs.stripe.com includes a non-standard 'Content-Signal: ai-train=yes, search=yes, ai-input=yes' directive that most AI crawlers do not parse, potentially causing confusion.","category":"crawler_access","severity":"low","confidence":0.8,"target_urls":["https://docs.stripe.com/robots.txt"],"evidence_refs":["call_02_800Wzchu9oGAujqe677o9115"],"suggested_fix":"Replace the non-standard directive with standard User-agent and Allow/Disallow rules, or ensure the directive is widely supported."},{"id":"no-ai-bot-rules-in-main-robots","title":"Main robots.txt has no AI-specific directives","summary":"The robots.txt at stripe.com contains no rules for GPTBot, ClaudeBot, Google-Extended, or other AI crawlers, relying solely on the wildcard rule. While this currently allows access, it provides no fine-grained control.","category":"crawler_access","severity":"low","confidence":0.7,"target_urls":["https://stripe.com/robots.txt"],"evidence_refs":["call_01_qwY2ohmaIGurPnI4GORZ3769"],"suggested_fix":"Consider adding explicit directives for major AI crawlers to ensure intended access and prevent future accidental blocks."}],"headline":"Stripe's documentation site serves AI crawlers a 2-5KB plain-text shell while browsers receive 400-1200KB of rich HTML, severely limiting AI extraction of its most authoritative technical content.","extractor":{"error":null,"model":"deepseek-v4-flash","elapsed_s":24.06,"input_tokens":4124,"output_tokens":2751},"strengths":[{"id":"llms-txt-present","title":"llms.txt file is present and substantial","summary":"Stripe hosts a ~64KB llms.txt at stripe.com/llms.txt, offering a structured, link-rich content map across all product lines — a rare and commendable implementation that helps AI crawlers discover key resources.","category":"infrastructure","confidence":1,"target_urls":["https://stripe.com/llms.txt"],"evidence_refs":["call_02_4nHCwZeGq0iM1TCJ9Q7V0403"]},{"id":"main-site-full-access","title":"All AI crawlers receive full content on stripe.com","summary":"All 11 tested AI bots receive a full 200 response with ~585KB of content on stripe.com, identical to a browser, ensuring the main marketing site is fully visible to AI models.","category":"crawler_access","confidence":1,"target_urls":["https://stripe.com"],"evidence_refs":["call_01_FhIst56i0ss404UgLDgk9153"]},{"id":"pricing-faq-schema","title":"Pricing page uses FAQPage schema","summary":"The /pricing page includes FAQPage schema with 5 well-structured Q&A entries, helping AI models extract pricing-related answers directly.","category":"schema","confidence":1,"target_urls":["https://stripe.com/pricing"],"evidence_refs":["call_02_BynIkb9zezF4srVlE7Rv4836"]},{"id":"homepage-organization-schema","title":"Homepage carries rich Organization JSON-LD","summary":"The homepage includes Organization schema with founders, locations, social profiles, and contact info, providing authoritative entity data to AI models.","category":"schema","confidence":1,"target_urls":["https://stripe.com"],"evidence_refs":["call_00_TnjD0WnxPb0ZMZhYICPN7379"]},{"id":"strong-cold-knowledge","title":"LLM has strong prior knowledge about Stripe","summary":"The LLM's cold knowledge accurately covers co-founders, valuation, core products (Payments, Connect, Billing, Atlas, Terminal, Issuing, Radar), and even the 2023 layoffs, indicating strong baseline visibility.","category":"visibility","confidence":0.9,"target_urls":[],"evidence_refs":["call_05_bF92GI3EFR569w3KDV2E6876"]},{"id":"ai-partner-verification-tokens","title":"DNS TXT records show verification tokens from AI-native companies","summary":"Stripe's DNS TXT records include verification tokens from Anthropic, Apple, Cursor, ElevenLabs, Docker, Atlassian, and Canva, indicating deep partnerships with AI-native companies that may boost external signals.","category":"external_signals","confidence":0.9,"target_urls":[],"evidence_refs":["call_04_F99drTkcUafVB0YX2SN59095"]},{"id":"homepage-ai-case-studies","title":"Homepage features case studies with AI-native startups","summary":"The homepage prominently showcases case studies with AI-native companies like Lovable, Gamma, Runway, Supabase, ElevenLabs, Browserbase, and Decagon, reinforcing Stripe's AI ecosystem positioning.","category":"external_signals","confidence":0.8,"target_urls":["https://stripe.com"],"evidence_refs":["call_00_TnjD0WnxPb0ZMZhYICPN7379"]}],"tool_calls":[{"id":"call_04_F99drTkcUafVB0YX2SN59095","ok":true,"args":{"domain":"stripe.com"},"step":1,"tool":"dns_records","result":{"A":["198.137.150.41","198.202.176.41"],"MX":["10 aspmx.l.google.com.","20 alt1.aspmx.l.google.com.","20 alt2.aspmx.l.google.com.","30 aspmx2.googlemail.com.","30 aspmx3.googlemail.com."],"NS":["ns-1087.awsdns-07.org.","ns-1882.awsdns-43.co.uk.","ns-423.awsdns-52.com.","ns-705.awsdns-24.net."],"TXT":["00D50000000JV6w=1TBTQ0000000CIv;00DDn000000HWol=1TBVY00000002Hx;00D4x000003vxGL=1TBPQ00000008Tp;00Dfn00000BUlWD=1TBan0000000LPR","MS=ms80697640","_mphpl78cv3thhugki4dkknlukgj1du6","anthropic-domain-verification-zk7x9c=QfN52ECybLPUWh51R9pKF0QO3","apple-domain-verification=8kIS0gmJTvILWQuI","asv=8de0c1a866b958297e22a36216e594a6","atlassian-domain-verification=upLp21qQgja1aHG2gnAb1AmXRqb/zG0UK1a0n3zTSXZg5DgOSttR3i5uzA3T9Cdk","canva-site-verification=xLypn0D9XANRy-lbwcMfHA","cursor-domain-verification-vncvvm=D0NzeIDbQa8PPgIf1ukp9UPiu","docker-verification=ccde1a0d-8d2c-44b5-9d20-6c4e19113fc9","docusign=4a93db58-af07-4632-a881-b569d41a6c57","docusign=4c9f5602-1c19-4e4c-bde7-77dc4b9ea8a0","edcbf4c7-b604-457b-870e-1b05f655e769","elevenlabs=NpcIkVJW_8Vyd2gLKzPviuaU1g5rz83KiWQQ3sWKGtI","facebook-domain-verification=m7id9rt8ehlgcg9tt2yggbsi6gro7i","fastly-domain-delegation-3c9tdnjzdwy7wfffvyyy-786084-2024-07-08","google-site-verification=NLkFgZLHeVMVYlR3t1UZC9_1LzmqCAefJyNDs6ZQqBA","google-site-verification=PrlpJHdk11CIkPsiXoHEAJevWHAk39JRFAqVSe9l7n0","google-site-verification=ZgGi2-xDdfnaWxdfjn5AqtUS11jKWqSXAV_EHODFzdE","google-site-verification=hPfjsDwiisKJ4RP1ExOst9gAOD_0P8Q7-kxdcKUvEcc","google-site-verification=pmz8ueKvWMPxNlwUDcVroF91-tq6I9VM6wSO_0i7-wc","google-site-verification=qjP3OAiraClha_40cX9Z9FrG5q3O_0InXSamXOswY-s","h1-domain-verification=KhpNX9YNAc7bX95agGvFsPPKbYTVe1KC6xj7P1zKZrRzxcuS","liveramp-site-verification=7gyFkTwGYsvgd7IUQwyAOfImETwR06wgKjKiXq90KEY","neat-pulse-domain-verification-8GMn8nv=36eba03d-345e-421a-a823-d6d1f28938a4","postman-domain-verification=c3b168067b16085c452b04b643ae1000079b095e383b53d1074e409b0e600b6265e1c7963beca1ca87cc63c381dcea332544c92c919651e4cda69f9a6303079c","stripe-verification=82ce82470fb8324e19fa65abdb6fd370da5a8f90bba09712f259760f625d0790","v=MCPv1; k=ed25519; p=WMeka0C1fIH9HQLMtsSM9DD9cM6Bz6Wz34mHnK86UcM=","v=spf1 ip4:198.2.180.60/32 ip4:13.111.2.227/32 include:spf1.stripe.com include:greenhouse-outbound-mail.stripe.com include:_spf.qualtrics.com ~all","whimsical=253112f9add9790f3a27b9d9893626451fc4cda1","z4mthhzk10l6qc0rg4211mnnppkh2y5b"],"AAAA":[],"host":"stripe.com","CNAME":[]},"summary":"A=2 NS=4 TXT=31","duration_ms":274},{"id":"call_01_qwY2ohmaIGurPnI4GORZ3769","ok":true,"args":{"domain":"stripe.com"},"step":1,"tool":"fetch_robots_txt","result":{"url":"https://stripe.com/robots.txt","status":200,"byte_size":643,"final_url":"https://stripe.com/robots.txt","star_rule":{"allow":["/docs","/docs$"],"disallow":["/bitcoin/refund","/sources/refund","/sources/sepa_mandate","/sources/test_source","/sources/test_klarna","/unsupported-browser","/handoff-healthcheck","/handoff"]},"content_kind":"text","content_type":"text/plain; charset=utf-8","text_excerpt":"Sitemap: https://stripe.com/sitemap/sitemap.xml\n\nUser-agent: ia_archiver\nAllow: /docs/api\nAllow: /docs/api$\nDisallow: /docs\nDisallow: /docs$\nDisallow: /bitcoin/refund\nDisallow: /sources/refund\nDisallow: /sources/sepa_mandate\nDisallow: /sources/test_source\nDisallow: /sources/test_klarna\nDisallow: /handoff-healthcheck\nDisallow: /handoff\n\nUser-agent: *\nAllow: /docs\nAllow: /docs$\nDisallow: /bitcoin/refund\nDisallow: /sources/refund\nDisallow: /sources/sepa_mandate\nDisallow: /sources/test_source\nDisallow: /sources/test_klarna\nDisallow: /unsupported-browser\nDisallow: /handoff-healthcheck\nDisallow: /handoff\n\nUser-agent: rogerbot\nCrawl-delay: 2","ua_rule_count":3,"truncation_notes":[],"ai_specific_rules":{},"ai_bots_explicitly_mentioned":[]},"summary":"200 · 3 UA rules · 0 AI bots named","duration_ms":350},{"id":"call_03_WNsq1ATHrb8kTWumuNlJ2250","ok":true,"args":{"domain_or_url":"stripe.com"},"step":1,"tool":"fetch_sitemap","result":{"url":"https://stripe.com/sitemap.xml","status":404,"final_url":"https://stripe.com/sitemap.xml","url_sample":[],"sub_sitemaps":[],"is_sitemap_index":false,"url_sample_count":0,"total_urls_in_first_3_sitemaps":0},"summary":"404 · 0 urls · index=False","duration_ms":350},{"id":"call_02_4nHCwZeGq0iM1TCJ9Q7V0403","ok":true,"args":{"domain":"stripe.com"},"step":1,"tool":"fetch_llms_txt","result":{"url":"https://stripe.com/llms.txt","status":200,"byte_size":63917,"final_url":"https://stripe.com/llms.txt","content_kind":"text","content_type":"text/plain; charset=utf-8","text_excerpt":"# Stripe\n\n> Stripe is a technology company that provides financial infrastructure for businesses. Businesses of every size—from new startups to established public companies—use Stripe to accept payments online and in person, embed financial services, and create custom revenue models. For complete documentation in a single file, see [Full Documentation](https://stripe.com/llms-full.txt).\n\n## Payments\n\n- [Stripe Payments](https://stripe.com/payments): Accept payments online and in person globally with a payments solution built for any business—from scaling startups to global enterprises.\n- [Stripe Payments features](https://stripe.com/payments/features): Learn more about Stripe Payments features.\n- [Payment methods](https://stripe.com/payments/payment-methods): Acquire more customers and improve conversion by offering the most popular local payment methods around the world. Join millions of global businesses that launch and manage payment methods through Stripe.\n- [Payments authorization](https://stripe.com/authorization): The world’s leading ecommerce, SaaS, and marketplace brands use Stripe to optimize payments, reduce churn, and improve network acceptance rates—generating billions of dollars in incremental revenue each year.\n- [Authentication](https://stripe.com/payments/authentication): Stripe helps you meet regulatory requirements, fight fraud and facilitate seamless customer experiences.\n- [Stripe Payments documentation](https://docs.stripe.com/payments.md): Find a guide to integrate Stripe's payments APIs.\n\n## Connect\n\n- [Stripe Connect](https://stripe.com/connect): The world’s most successful platforms and marketplaces, including Shopify and DoorDash, use Stripe Connect to embed payments into their products. Connect offers seamless onboarding, embedded components, global payouts, and more. Go live in weeks instead of quarters, build a profitable payment business, and scale with ease.\n- [Marketplace payments](https://stripe.com/connect/marketplaces): Whether you run an on-demand, retail, or crowdfunding marketplace, Connect can help you onboard, verify, and pay out your freelancers, sellers, or other recipients at scale.\n- [Platform payments](https://stripe.com/connect/platforms): Stripe Connect helps the world’s most successful platforms—such as Shopify, Mindbody, and DocuSign—launch, scale, and differentiate a profitable payment business.\n- [Payouts](https://stripe.com/connect/payouts): Programmatically send fast payouts to your sellers, freelancers, creators, or service providers around the world. Whether you fund your payouts using payments accepted with Stripe or directly from your bank account, you can use our infrastructure to automate payout workflows, offload Know Your Customer (KYC) obligations and simplify verifications.\n- [Stripe Connect features](https://stripe.com/connect/features): Learn more about Stripe Connect features.\n- [Stripe Connect pricing](https://stripe.com/connect/pricing): Connect has simple, pay-as-you-go pricing that is flexible based on the capabilities you need. Choose the best model for your business, or get in touch to discuss other options.\n- [Stripe Connect documentation](https://docs.stripe.com/connect.md): Build a multiparty integration.\n\n## Payment Links\n\n- [Stripe Payment Links](https://stripe.com/payments/payment-links): Use Payment Links to sell online without a website. Create a full payment page in just a few clicks and share the link with your customers—no code required.\n- [Stripe Payment Links documentation](https://docs.stripe.com/payment-links.md): Sell online with no code required.\n\n## Checkout\n\n- [Stripe Checkout](https://stripe.com/payments/checkout): Stripe Checkout is a prebuilt payment form optimized for conversion. Embed Checkout into your website or direct customers to a Stripe-hosted page to easily and securely accept one-time payments or subscriptions.\n- [Stripe Checkout documentation](https://docs.stripe.com/payments/checkout.md): Build a low-code payment form and embed it on your site or host it on Stripe.\n\n## Elements\n\n- [Stripe Elements](https://stripe.com/payments/elements): Use Stripe’s suite of rich UI building blocks to design a secure payments experience that perfectly matches your site and helps drive conversion.\n- [Stripe Elements documentation](https://docs.stripe.com/payments/elements.md): Create your own customized checkout flows with Stripe’s prebuilt UI components.\n\n## Billing\n\n- [Stripe Billing](https://stripe.com/billing): Stripe Billing lets you bill and manage customers however you want—from simple recurring billing to usage-based billing and sales-negotiated contracts. Collect and retain more revenue, automate revenue management workflows, and accept payments globally.\n- [Stripe Billing features](https://stripe.com/billing/features): Learn more about Stripe Billing features.\n- [Usage-based billing](https://stripe.com/billing/usage-based-billing): Stripe’s usage-based billing lets you meter, ingest data, bill users, and process payments all in one place. Launch any usage-based pricing model without maintaining your own metering infrastructure, and operate on the reliable foundations of Stripe Billing—the world’s largest billing platform.\n- [Stripe Billing pricing](https://stripe.com/billing/pricing): Get access to all Stripe Billing features with pricing that suits your business needs—pay as you go for more flexibility, or choose a subscription plan for more predictable monthly costs.\n- [Stripe Billing documentation](https://docs.stripe.com/billing.md): Create and manage subscriptions, track usage, and issue invoices.\n\n## Invoicing\n\n- [Stripe Invoicing](https://stripe.com/invoicing): Stripe Invoicing is a global invoicing software platform built to save you time and get you paid faster. Create an invoice and send it to your customers in minutes—no code required. 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Accept payments, offer financial services, and implement custom revenue models—from your first transaction to your billionth.","H1: Financial infrastructure to grow your revenue. Accept payments, offer financial services, and implement custom revenue models—from your first transaction to your billionth.","H2: Flexible solutions for every business model.","H3: Accept and optimize payments globally—online and in person","H3: Enable any billing model","H3: Monetize through agentic commerce","H3: Create a card issuing program","H3: Access borderless money movement with stablecoins and crypto","H3: Embed payments in your platform","H2: The backbone of global commerce","H2: Powering businesses of all sizes.","H3: Transform your enterprise with agile financial infrastructure","H3: Hertz unifies commerce with Stripe.","H3: URBN consolidates $5 billion in online and in-store revenue onto Stripe.","H3: Instacart powers online grocery delivery with Stripe.","H3: Le Monde improves local and international payments with Stripe.","H3: Build a foundation for your startup that enables faster growth","H3: Make your SaaS platform a complete financial operating system","H2: Reliable, extensible infrastructure for every stack.","H3: Connect to existing systems.","H3: Scale with confidence.","H3: Choose an integration path.","H2: What’s happening","H3: Businesses on Stripe generated $1.9T in 2025.","H3: 150K+ users have their best day ever on Stripe.","H3: Tidemark’s vertical and SMB SaaS benchmark report.","H3: Shopify’s Tobi Lütke sits down with John Collison.","H3: New tools to process payments outside app stores.","H3: Crypto.com partners with Stripe to enable better crypto payments.","H3: Make your products shoppable through AI platforms.","H3: How leading retailers unify customer experiences and drive growth."],"canonical":"https://stripe.com/","final_url":"https://stripe.com","word_count":1685,"text_excerpt":"Global GDP running on Stripe: Financial infrastructure to grow your revenue. Accept payments, offer financial services, and implement custom revenue models—from your first transaction to your billionth. Financial infrastructure to grow your revenue. Accept payments, offer financial services, and implement custom revenue models—from your first transaction to your billionth. Get started Sign up with Google Flexible solutions for every business model. Grow your business with a comprehensive set of payments and financial tools⁠—⁠designed to work individually or together. Grow your business with the most comprehensive set of payments and financial tools. Accept and optimize payments globally—online and in person Enable any billing model Pro Plan Billed monthly Tokens $0.01 per 1,000 units Usage meter Tokens used in the last 30 days Monetize through agentic commerce Create a card issuing program Access borderless money movement with stablecoins and crypto Embed payments in your platform Building the economic infrastructure for AI Watch now The backbone of global commerce 135+ currencies and payment methods supported $1.9T in payments volume processed in 2025 99.999% historical uptime for Stripe services 200M+ active subscriptions managed on Stripe Billing 135+ currencies and payment methods supported $1.9T in payments volume processed in 2025 99.999% historical uptime for Stripe services 200M+ active subscriptions managed on Stripe Billing Powering businesses of all sizes. Run your business on a reliable platform that adapts to your needs. Transform your enterprise with agile financial infrastructure Stripe for enterprises 50% of Fortune 100 companies have used Stripe to grow their businesses—from expanding internationally to reimagining the customer experience. Hertz unifies commerce with Stripe. Read the story 160 countries 11K+ locations globally Products used Payments, Terminal, Connect, Radar, and Stripe Sigma Read the story URBN consolidates $5 billion in online and in-store revenue onto Stripe. Read the story 5+ consumer brands in retailer portfolio 700+ store locations Products used Payments, Terminal, Connect, Stripe Sigma, Radar, and Link Read the story Instacart powers online grocery delivery with Stripe. Read the story 600K+ shoppers 1.8K retail partners across nearly 100K stores Products used Payments, Connect, Data Pipeline, and Issuing Read the story Le Monde improves local and international payments with Stripe. Read the story 100% of digital and print payments powered by Stripe Less than 3 months to implement and go live Products used Payments, Stripe Sigma, and Radar Read the story Realize value faster with dedicated experts Professional services. Get tailored guidance from Stripe on implementation, complex integrations, or major migrations. View services Stripe-certified experts. Work with a Stripe consulting partner that can integrate and deploy Stripe solutions on your behalf. View partners Support plans. Receive ongoing assistance and day-to-day support for technical questions with tiered plans based on your needs. View plans Build a foundation for your startup that enables faster growth Stripe for startups From stablecoin pioneers to 78% of the Forbes AI 50, Stripe helps startups build what’s next on easy-to-integrate financial infrastructure. Lovable grows into a vibe-coding juggernaut with Stripe. Read Lovable’s story Gamma expands to $100M ARR and 70 million users with Stripe. Read Gamma’s story Runway protects developer time with no-code solutions from Stripe. Read Runway’s story Supabase delivers its backend-as-a-service to 150 countries with Stripe. Read Supabase’s story Linear partners with Stripe to handle billing and payments. Read Linear’s story ElevenLabs grows into a $3B AI audio leader with Stripe. Watch the video Browserbase offers usage-based billing for an AI agent browser with Stripe. Read Browserbase’s story Decagon decreases support costs by 65% with Stripe-integrated agents. Read Decagon’s story Stripe Startups program. Access financial benefits, a focused community, and expert resources to help you grow your business. Apply now Stripe Atlas. Incorporate and get everything you need to fundraise, bank, and accept payments in two business days. Start your company Make your SaaS platform a complete financial operating system Stripe for platforms From the Fortune 100 to the Forbes Cloud 100, vertical SaaS platforms use Stripe to expand their product offerings with embedded payments and financial services. Get to market faster. Launch and scale payments products with lower operational overhead using embedded components and no-code tools. Read the guide Grow new lines of revenue. Monetize platform transactions—including payments, card interchange, and financing fees. Read the guide Manage platform risk. Stay ahead of global regulations with tools for compliance, credit risk, fraud prevention, and account security. Read the guide With Stripe, we have a global technology partner to help our customers—from Canadian yoga studios to British boxing classes—keep growing and evolving in a new wellness world. Kurtis Moyer, Lead Product Manager of Payments, Mindbody Read the story Without Stripe, it would have taken significant time and engineering effort to offer these resources to our customers. The financial infrastructure Stripe offers is incredibly valuable to Jobber, and we look forward to seeing what comes next. Laura Collinson, Director of Fintech, Jobber Read the story Stripe makes the subscriptions and payment piece really easy for everyone involved. And that helps us make it easy for writers and other creators to do the work they want to do on Substack and get paid for it. Seth McMillan, Engineering Manager, Substack Read the story Stripe offers an enterprise-grade infrastructure that puts our customers on the cutting edge of modern payments technology. The combination of Terminal and Connect is a powerful integrated solution. 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Get started with Stripe Explore all products Sign in or create an account to load your test API keys. Test cards 4242 4242 4242 4242 Payments Accept payments online Collect payments with invoices Accept payments in-person Revenue Sell subscriptions Offer usage-based pricing Set up the customer portal Developers Set up your development environment Build on Stripe with AI Integration quickstarts Try it out Start a payment Start a checkout session Create a customer Sell a product Issue coupons Get your balance Manage taxes $ stripe payment_intents create -- amount 1099 -- currency \"usd\" Copy { \"id\" : \"xxxxxx\" , \"object\" : \"payment_intent\" , \"amount\" : 1099 , \"amount_capturable\" : 0 , \"amount_details\" : { \"tip\" : {} , }, \"amount_received\" : 0 , \"amount_subtotal\" : 1099 , \"application\" : null , \"application_fee_amount\" : null , \"automatic_payment_methods\" : null , \"canceled_at\" : null , \"cancellation_reason\" : null , \"capture_method\" : \"automatic\" , \"charges\" : { … 5 items } , \"client_secret\" : \"xxxxxx\" , \"confirmation_method\" : \"automatic\" , \"created\" : 1782993063 , \"currency\" : \"usd\" , \"customer\" : null , \"description\" : null , \"invoice\" : null , \"last_payment_error\" : null , \"livemode\" : false , \"metadata\" : {} , \"next_action\" : null , \"on_behalf_of\" : null , \"payment_method\" : null , \"payment_method_options\" : { \"card\" : { … 5 items } , }, \"payment_method_types\" : [ \"card\" , ], \"processing\" : null , \"receipt_email\" : null , \"review\" : null , \"setup_future_usage\" : null , \"shipping\" : null , \"source\" : null , \"statement_descriptor\" : null , \"statement_descriptor_suffix\" : null , \"status\" : \"requires_payment_method\" , \"total_details\" : { … 3 items } , \"transfer_data\" : null , \"transfer_group\" : null , } Sign in to edit real requests. Learn more about Payment Intents Browse by product Payments Payments Online payments Managed Payments Stripe merchant of record solution Terminal In-person and omnichannel payments Connect Payments for platforms Radar Fraud and risk management Climate Carbon removal Identity Online identity verification Financial Connections Connect users' financial accounts Crypto Accept, onramp, or pay out in crypto Revenue Billing Subscriptions and recurring payments Tax Sales tax and VAT automation Revenue Recognition Accounting automation Sigma Custom reports Data Pipeline Data warehouse sync Atlas Startup incorporation Money management Issuing Card creation Treasury Building blocks for financial services Capital Business financing Prebuilt components Payment Links No-code payments Checkout Prebuilt, Stripe-hosted checkout page Elements Secure frontend UI components Need help? Contact Support . Chat with Stripe developers on Discord . Check out our changelog . Questions? Contact Sales . LLM? 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Watch now Not sure where to start? Tell us about your business to get personalized Stripe product recommendations. Find what's right for you By stage Enterprises Startups By use case Agentic commerce Crypto Ecommerce Embedded finance Finance automation Global businesses In-app payments Marketplaces Platforms SaaS By industry AI companies Creator economy Hospitality, travel, and leisure Insurance Media and entertainment Nonprofits Public sector Retail Ecosystem Partners Stripe App Marketplace Documentation Stripe docs API reference Libraries and SDKs Stripe Apps Guides Accept online payments Implement a prebuilt checkout Build a platform or marketplace Manage subscriptions Offer usage-based billing Issue stablecoin-backed cards Resources App integrations Code samples Developers blog API status Learn Blog Community Customer stories Guides Support Get support Managed support plans Professional services Company Product roadmap Sessions annual conference Jobs Newsroom Stripe Press Contact Contact sales Become a partner Pricing built for businesses of all sizes Standard Access a complete payments platform with simple, pay-as-you-go pricing. No setup fees, monthly fees, or hidden fees. Get started Sign up with Google 2.9% + 30¢ per successful transaction for domestic cards Custom Design a custom package— available for businesses with large payments volume or unique business models. 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2026","answer_signals":{"has_faq":false,"has_list":true,"has_table":false,"has_definition_pattern":false,"has_comparison_language":false},"truncation_notes":[],"external_link_sample":["https://dashboard.stripe.com/","https://dashboard.stripe.com/login","https://marketplace.stripe.com/","https://docs.stripe.com","https://docs.stripe.com/api","https://docs.stripe.com/development","https://docs.stripe.com/payments","https://docs.stripe.com/payments/checkout","https://docs.stripe.com/connect","https://docs.stripe.com/billing"],"internal_link_sample":["https://stripe.com/","https://stripe.com/pricing","https://stripe.com/contact/sales","https://stripe.com/payments","https://stripe.com/managed-payments","https://stripe.com/payments/payment-links","https://stripe.com/payments/checkout","https://stripe.com/payments/elements","https://stripe.com/payments/payment-methods","https://stripe.com/terminal","https://stripe.com/radar","https://stripe.com/authorization-boost","https://stripe.com/payments/link","https://stripe.com/billing","https://stripe.com/billing/usage-based-billing","https://stripe.com/billing/subscriptions","https://stripe.com/invoicing","https://stripe.com/tax","https://stripe.com/revenue-recognition","https://stripe.com/sigma","https://stripe.com/data-pipeline","https://stripe.com/treasury","https://stripe.com/payouts","https://stripe.com/capital","https://stripe.com/crypto"],"thin_content_warning":"Very little text extracted — likely JS-rendered or bot-walled."},"summary":"200 · 17 words · Stripe Newsroom: The Latest News & Announcements","duration_ms":858}],"stop_reason":"answered","summary_one_liner":"Stripe's AI visibility is strong on the main site but critically undermined by content-starvation on docs.stripe.com, a missing llms-full.txt, and stale cold knowledge about its AI narrative.","interstitial_thoughts":[{"step":1,"text":"I'll start by gathering a broad picture of stripe.com — homepage, robots, sitemap, DNS, and cold LLM knowledge — all in parallel."},{"step":2,"text":"Good start. The sitemap at /sitemap.xml returned 404 — let me find the actual sitemap location (the robots.txt pointed to a different path). Let me also check bot access on the homepage and a few key pages."},{"step":3,"text":"Excellent data. Let me now check a few more things: the llms-full.txt, the docs subdomain bot access, and search for external signals about Stripe's AI visibility."},{"step":4,"text":"Very interesting findings. The docs subdomain serves a thin 2KB shell to AI bots (likely JS-rendered content). Let me check a specific docs page to see if it's the same pattern, and also look at the homepage's JSON-LD more carefully."},{"step":5,"text":"Now let me check the docs.stripe.com sitemap and a few more things to round out the picture."}]}};