Sandcastle Labs

AI Visibility Report

§01 · Measurement

Stripe

https://stripe.com  /  scanned Oct 7, 2026

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78
0255075100
/100 · AI visibility ±9
±9: ask again and the score lands in this range 95 times in 100.
With web search (Gemini): 93/100 · from 15 answers, so it moves more between scans
Claude ChatGPT Gemini · live search

Who AI names instead of you

When buyers ask AI about Online payments platform, these names come back:

Stripe
78% ← you
PayPal
53%
Square
46%
Adyen
30%
Braintree
23%
Checkout.com
4%
✦ Your top move ▲ High impact ◔ XS effort

Optimise GitHub README for AI search, github.com is cited 2× in category queries

Why: github.com cited 2× in AI responses for Online payments platform; Stripe's README is not the page being surfaced.

Here's the fix: Update README: (1) First 3 lines must contain 'Online payments platform' and your core differentiator. (2) Add a feature comparison table vs top 2 competitors within the first 200 lines. (3) Add GitHub Topics relevant to 'Online payments platform' (check what similar repos in your space tag). (4) Add a social preview image (OpenGraph) with a product screenshot.

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How AI visibility works

AI assistants cite pages that answer buyer questions directly, by name, and in the right format. Five things make a page "quotable":

  • Answer-first structure — put the direct answer in the first sentence, not three paragraphs in.
  • Question-shaped headings — "What does [Brand] do?" works; "Our approach" doesn't.
  • Named category — state the product category explicitly. Generic descriptions leave models guessing.
  • Comparison tables — structured side-by-side tables are cited far more often than prose for "X vs Y" queries.
  • Buyer-stage content — awareness, evaluation, comparison, and implementation pages each serve a different buyer question.

What a fix looks like

Checkout.com's low share-of-voice (3.8%) signals that LLMs have weak comparative content anchoring the Stripe-versus-Checkout.com decision, leaving an uncontested gap that a well-cited comparison page could own.

Example

Buyers who search "Stripe vs [competitor]" are in high-intent evaluation mode. A dedicated comparison page — naming the competitor, citing concrete differences, and leading with your strongest advantage — is the single highest-impact page for AI citation in competitive queries.

# Stripe vs [Competitor] — Side-by-Side

> **TL;DR:** Stripe is the better fit if you need [key advantage]. [Competitor] wins on [their strength]. Here's the full picture.

| | **Stripe** | **[Competitor]** |
|---|---|---|
| Best for | [ICP description] | [Their ICP] |
| Key strength | [Your differentiator] | [Their differentiator] |
| Pricing | [Your pricing model] | [Their pricing] |
| Setup time | [Your onboarding] | [Their onboarding] |

## Where Stripe wins
[One paragraph on your strongest advantage with a concrete example.]

## Where [Competitor] wins
[Be honest about one area where they genuinely excel — this builds trust.]

## Who should choose Stripe
Stripe is the right fit when you [specific use-case trigger].

## Who should choose [Competitor]
[Competitor] is the better choice when you [their use-case trigger].

---
*[Example — replace all bracketed values with your specifics.]*

AI answers buyer questions about you without ever mentioning Stripe

Example

AI assistants cite pages that answer the buyer's exact question in the first sentence. An FAQ structure with question-shaped headings makes it trivially easy for models to extract your answer and attribute it to Stripe. Generic feature descriptions get skipped; direct answers get cited.

## Frequently Asked Questions — Stripe

### What is Stripe?
Stripe is [your category, in the words buyers use] that [one-sentence value prop].

### Who is Stripe for?
Stripe is built for [ICP: role, company size, use case]. It's a strong fit when your team [specific trigger condition].

### How does Stripe compare to alternatives?
The main alternatives are [A], [B], and [C]. Stripe stands out because [your differentiator]. If you need [competitor's strength], [Competitor] may be a better starting point.

### How long does it take to get started?
Most teams are up and running in [timeframe]. You'll need [prerequisites].

### What does Stripe cost?
Stripe starts at [price/tier]. [One sentence on what that includes and when teams typically upgrade.]

---
*[Example — replace all bracketed values with your specifics.]*

Optimise GitHub README for AI search, github.com is cited 2× in category queries

Example

README files and technical documentation are among the most-cited sources in AI responses to implementation and evaluation queries. A README that leads with a clear one-sentence description, names the product category, and includes a concrete quick-start example is far more likely to be surfaced when buyers ask how to get started with a tool like yours.

# Stripe

> Stripe is [your category, in the words buyers use] that [one-sentence value prop].

[![CI](badge-url)](link) [![npm](badge-url)](link)

## Why Stripe?

[Two-sentence pitch: what problem it solves and who it's for.]

## Quick start

```bash
npm install Stripe   # or your package manager
```

```javascript
import { client } from 'Stripe';

const result = await client.run({ input: 'your-input' });
console.log(result);
```

## Key features

- **[Feature A]** — [one-line description of the outcome it enables]
- **[Feature B]** — [one-line description]
- **[Feature C]** — [one-line description]

## Documentation

Full docs at [docs.Stripe.com](link). API reference at [api.Stripe.com](link).

## License

[License type] — see [LICENSE](LICENSE).

---
*[Example — replace all bracketed values with your specifics.]*

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What AI assistants said

Real answers to questions from this scan.

What ChatGPT said

Asked “Which Online payments platforms are worth using in 2026?”

“PayPal: A long-standing leader in online payments, known for its security and ease of use.”

What Claude said

Asked “Which Online payments platforms are worth using in 2026?”

“Online Payment Platforms Worth Considering in 2026 Established Leaders - PayPal – Still dominant for peer-to-peer and merchant payments, though facing competition - Stripe – Strong for businesses; excellent developer tools and global reach - Square/Block – Good for small busine…”

What Gemini said

Asked “Which Online payments platforms are worth using in 2026?”

“Top Online Payment Platforms for 2026: Stripe is highly recommended for SaaS and e-commerce businesses due to its flexible payment tools, subscription billing, APIs, and global payment support.”
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