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Include:
Response time: Usually within 24 hours
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curl -X POST https://api.causalmma.com/api/v1/attribution \
-H "X-API-Key: YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"touchpoints": [
{
"customer_id": "customer_123",
"timestamp": "2025-01-01T10:00:00",
"channel": "email",
"conversion": 0
},
{
"customer_id": "customer_123",
"timestamp": "2025-01-01T12:00:00",
"channel": "paid_search",
"conversion": 1,
"conversion_value": 100
}
],
"attribution_model": "data_driven"
}'
import requests
url = "https://api.causalmma.com/api/v1/attribution"
headers = {
"X-API-Key": "YOUR_API_KEY",
"Content-Type": "application/json"
}
data = {
"touchpoints": [
{
"customer_id": "customer_123",
"timestamp": "2025-01-01T10:00:00",
"channel": "email",
"conversion": 0
},
{
"customer_id": "customer_123",
"timestamp": "2025-01-01T12:00:00",
"channel": "paid_search",
"conversion": 1,
"conversion_value": 100
}
],
"attribution_model": "data_driven"
}
response = requests.post(url, headers=headers, json=data)
print(response.json())
const response = await fetch('https://api.causalmma.com/api/v1/attribution', {
method: 'POST',
headers: {
'X-API-Key': 'YOUR_API_KEY',
'Content-Type': 'application/json'
},
body: JSON.stringify({
touchpoints: [
{
customer_id: 'customer_123',
timestamp: '2025-01-01T10:00:00',
channel: 'email',
conversion: 0
},
{
customer_id: 'customer_123',
timestamp: '2025-01-01T12:00:00',
channel: 'paid_search',
conversion: 1,
conversion_value: 100
}
],
attribution_model: 'data_driven'
})
});
const result = await response.json();
console.log(result);
{
"attribution_weights": {
"email": 0.45,
"paid_search": 0.55
},
"attributed_revenue": {
"email": 45.00,
"paid_search": 55.00
},
"confidence_intervals": {
"email": {"lower": 0.38, "upper": 0.52},
"paid_search": {"lower": 0.48, "upper": 0.62}
},
"p_values": {
"email": 0.001,
"paid_search": 0.0001
},
"method_used": "doubly_robust",
"total_revenue": 100.00
}
If you have existing AI infrastructure or need maximum data privacy, check out our SDK documentation.
SDK benefits: 100% local processing, no data leaves your servers, 15-30x faster for large datasets (10M+ rows), works offline/air-gapped.
Email: cm-support@infinidatum.net
We usually respond within 24 hours.