Developers

Build on the systems we build.

For clients integrating our growth systems directly into their own stack. A clean REST API for conversational commerce, virtual try-on, AI-visibility data and attribution.

Getting started

Authenticate, then call.

Every request is authenticated with a bearer token issued to your account. Tokens are scoped per system and per environment. Access is provided to active clients, talk to your strategist to provision keys.

# Set your key
export MAMMRLLA_KEY="sk_live_..."

# Send a product card into a WhatsApp thread
curl https://api.mammrlla.com/v1/commerce/messages \
  -H "Authorization: Bearer $MAMMRLLA_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "to": "+27...",
    "type": "catalogue",
    "product_ids": ["sku_120", "sku_184"]
  }'

What you can build

Our systems, inside your product.

Conversational commerce

Trigger catalogues, product cards and in-chat checkout on WhatsApp straight from your own backend or CRM.

Virtual try-on

Drop a try-on experience into your product pages and app with an embeddable session token.

Visibility & attribution

Pull your AI-citation share and post conversion events for deterministic, cross-device revenue attribution.

The API is currently in private access and provisioned per client. The endpoints below show the shape of what's available, full reference and SDKs are shared during onboarding.

Core endpoints

POST/v1/commerce/messages

Send a catalogue, product card or checkout prompt into a WhatsApp conversation.

GET/v1/commerce/orders

List and reconcile orders completed inside chat, with payment status.

POST/v1/tryon/sessions

Create a virtual try-on session and return an embeddable render token.

GET/v1/visibility/citations

Pull your brand's citation share across supported AI answer engines.

POST/v1/attribution/events

Post conversion events for deterministic, cross-device revenue attribution.

Full reference, SDKs and webhooks are shared with clients during onboarding. Use of the API is governed by our Terms and Acceptable Use Policy.

Let's talk

Need API access?

API keys are provisioned for active clients. Book a call and we'll get you set up.

Talk to us