LLM for E-commerce
bulk descriptions · multilingual SEO · A/B copy

Bulk product description generator

from openai import OpenAI
import csv

client = OpenAI(
    base_url="https://api.brainiall.com/v1",
    api_key="brnl-..."
)

# Load 10k products from Shopify CSV
products = list(csv.DictReader(open("products.csv")))

descriptions = {}
for product in products:
    response = client.chat.completions.create(
        model="claude-haiku-4-5",  # fast + cheap = $0.80/1M tokens
        messages=[
            {"role":"system","content":"E-commerce copywriter. Brand voice: premium minimalist."},
            {"role":"user","content":f"Product: {product['title']}\nFeatures: {product['features']}\nGenerate 80-word description."}
        ]
    )
    descriptions[product['id']] = response.choices[0].message.content

# Write back to CSV → bulk import to Shopify
# Cost for 10k products: ~$15 total (vs 50+ hours manual writing)

📈 ROI: 10k products in 1 hour vs 200 hours manual

• Manual copywriting: 10k products × 1.2 min/product = 200 hours × $50/hr = $10,000
• Brainiall Pro Team: $99/mo × 1 mês uso = $99 (99% cost reduction)
• Cycle time: 10k products in ~1 hour API calls. Manual: 5+ weeks.
• Multilingual: Generate em 9 idiomas para 10k = $200 vs $50k manual = 99.6% saved

E-commerce-specific use-cases

Integrations

Generate 10k product descriptions in 1 hour

7-day free trial. Pro Team $99/mo for 5 seats + 50k credits.

For marketing teams · For CS · All plans

Migração + economia para ops/SMB

Calcule sua economia substituindo subscriptions OpenAI/Anthropic por Brainiall flat $5.99/mês.