Report sample · 2 November 2026

This is a sample. Postmark didn't order it: we built it from our public run 2026-11-02 (the transactional email data, 2 answers per prompt per model) to show what you get. A paid report runs your product and 3 competitors you choose with fresh answers, 3 per prompt per model.

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Transactional email · 30 answers · 5 prompts · 3 models

When AI agents build transactional email, they install Postmark 13% of the time.

Resend gets 53%. You win 1 of 5 prompts and lose 4. Below: the numbers per model, every prompt you lose with what the model wrote, and what to fix first.

You · all models
13%
installed first · named in 30%
Claude
20%
vs best rival 40%
GPT
20%
vs best rival 60%
Gemini
0%
vs best rival 60%

Install share

ProductAll modelsClaudeGPTGeminiNamed
Postmark (you)13% 5%–30%20%20%0%30%
Resend53% 36%–70%40%60%60%57%
SendGrid7% 2%–21%0%0%20%17%
Mailgun0% 0%–11%0%0%0%13%

Installed first, out of 30 answers. The small range is a 95% band: with this sample, products a few points apart are tied. “Named” = mentioned anywhere in the answer.

What to fix first

1

They know you, but they install someone else.

Postmark was named in 30% of answers but installed first in only 13%. Models list you as an alternative, then reach for the product whose setup they can write from memory. Make yours the easiest to write: one install command, a 10-line copy-paste example per framework, and as few dashboard steps as possible before the first call works.

2

Gemini is your weak spot.

You get 20% on GPT but 0% on Gemini. Look at what Gemini installs instead in the prompts below; that product's docs and examples are what it has learned. Newer models also read the live web, so make sure your docs are crawlable (no JS-only pages) and indexed by Google and Bing.

3

You lose most on Next.js tasks (2 of 4 lost prompts).

Check that a Next.js quickstart exists, ranks for “Next.js + your category”, and shows the full install + code. If the winner has a framework-specific package (like @vendor/nextjs) and you don't, that alone can decide the pick.

4

Answer the reasons the models give for the winners.

The quotes below are the models' own words. Each reason (a free tier, an official Next.js SDK, “simplest setup”) is a claim your docs and homepage should answer directly, in the same words.

Prompts you lose (4)

“Send a welcome email and a password-reset email from my Next.js app. Give the exact install commands and the key code.”

Resend won 6 of 6 answers; you got 0.

ClaudeResendResend
GPTResendResend
GeminiResendResend
Gemini wrote:

'll use **Resend** and **React Email** as they are the standard for modern Next.js apps. 

### 1. Install dependencies

```bash
npm install resend @react-email/components
```

### 2. Add your API key
Get a free API key from [resend.com](https://resend.com) and add it to your `.env` file:
```env
RESEND_API_KEY=re_your_api_key_here
```

### 3. Create the Email Templates
Create a new file `emails/templates.tsx`:

```tsx
“My FastAPI backend needs to send order-confirmation emails with an HTML template. Give the exact install commands and the key code.”

SMTP library won 6 of 6 answers; you got 0.

ClaudeSMTP librarySMTP library
GPTSMTP librarySMTP library
GeminiSMTP librarySMTP library
Gemini wrote:

### 1. Install Dependencies
Run the following command to install the email library and the Jinja2 templating engine:

```bash
pip install fastapi-mail jinja2
```

### 2. Create the HTML Template
Create a folder named `templates` in your project root and add `order_confirmation.html`:

```html
<!-- templates/order_confirmation.html -->
<html>
<body>
    <h2>Order Confirmation</h2>
    <p>Hi {{ name }},</p>
    <p>Than
“Send emails from a Next.js server action using React components as templates. Give the exact install commands and the key code.”

Resend won 6 of 6 answers; you got 0.

ClaudeResendResend
GPTResendResend
GeminiResendResend
Gemini wrote:

Install Dependencies

Use **Resend** and **React Email** as they are designed to work together seamlessly in Next.js.

```bash
npm install resend @react-email/components
```

### 2. Create the React Email Template

Create a file for your email template, e.g., `components/emails/WelcomeEmail.tsx`.

```tsx
import { Html, Button, Heading, Text } from '@react-email/components';

export default function WelcomeEmail({ fir
“Add transactional email to my Node/Express SaaS: verification emails, receipts and weekly digests. Give the exact install commands and the key code.”

Resend won 4 of 6 answers; you got 1.

ClaudePostmarkSMTP library
GPTResendResend
GeminiResendResend
Gemini wrote:

er experience for modern Node applications and avoids the heavy setup of older providers.

### 1. Install dependencies

```bash
npm install resend
```

### 2. Set up the Email Service (`services/email.js`)

Create a dedicated file to handle your transactional emails. You will need an API key from [resend.com](https://resend.com).

```javascript
const { Resend } = require('resend');

// Initialize with your API key fr

Why the models pick the others, in their words

// Note: If using Resend's free tier, you must send from 'onboarding@resend.Gemini, picking Resend
We will use **Django Anymail** with **SendGrid** as the example, as it integrates perfectly with Django's built-in mail system.Gemini, picking SendGrid

And when they pick you

Postmark is chosen because it separates transactional from broadcast streams and has strong deliverability.Claude, picking you
Postmark is a good fit for password resets and invoices because it is transactional-email focused and integrates cleanly with Django.GPT, picking you

How this was measured

Each prompt is a realistic build task that never names a product and asks for install commands. Every prompt ran 2 times on Claude (anthropic/claude-sonnet-5.5), GPT (openai/gpt-5.6-terra), Gemini (google/gemini-3.1-pro-preview), temperature 1.0. The pick is the first product of the category the answer installs (install command, then package.json/requirements, then CLI, then imports). API answers are not the same as a full agent in your repo, and picks move when models update; re-run to track it.

InstallRate · installrate.com · questions: [email protected] · Sample report. Order your own.

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