Melaya Mobile · E-commerce

Automate ecommerce ops with AI agents:volume without burnout, speed with a veto.

Agents handle the repetitive layer: checking ad account status, pushing scheduled affiliate posts, running your mobile landing pages through real-device QA and tracking checks. On limited drops, an agent watches the app and executes your prepared checkout the moment stock lands. The purchase itself waits for your one-tap approval, so speed never means loss of control.

01
// What breaks today

Manual workflows cost more than the agent does.

Three pains every sales and BD team hits weekly. Each one is what your reps actually complain about, not what a feature page would call them.

  1. 01

    Managing ad accounts across Meta and TikTok, keeping affiliate traffic flowing, and being first in line on limited drops all come down to volume and speed.

  2. 02

    One person cannot be everywhere.

02
// Pipelines you can build

Agent workflows: compose, approve, replay.

Every pipeline below is a shape you wire on the canvas using the crew and tools further down. Not a feature we ship for you, a pattern you configure.

P01

Ad account status checks

Agents check ad account status across Meta and TikTok on your real device and flag what needs your attention.

P02

Affiliate posting on schedule

Scheduled affiliate posts go out from your real apps, on a cadence you set. You approve, the agent publishes.

P03

Drop-day checkout, gated

An agent watches the app and executes your prepared checkout the moment stock lands. The purchase itself waits for your one-tap approval.

P04

Real-device landing page QA

Mobile landing pages get walked on real hardware, with tracking checks and screenshots per run.

03
// The multi-agent crew

E-commerce ops crew

Real personas from the marketing_team crew. Each ships with a tuned system prompt and a default tool allowlist. Swap models per persona on the canvas.

Growth Engineer

GrowthEngineer

Watches ad accounts and drops, and runs the prepared checkout to your approval gate.

Social Media Engineer

SocialMediaEngineer

Pushes scheduled posts and walks landing pages on real devices.

Copywriter

Copywriter

Drafts the affiliate posts and product copy that enter your approval queue.

Content Strategist

ContentStrategist

Keeps the posting and checking cadence organized across accounts.

04
// Scoped tools

Tool allowlists: only the actions you grant.

Every tool below is a real shared tool from the Melaya bundle. Allowlist per agent; HITL-gate the writes; revoke any of them in one click.

shared/tools/phone/

Operates the shop, ads, and checkout apps on a real device, with approval before any purchase.

phone_open_appphone_get_screen_treephone_tapphone_input_textphone_screenshotphone_batch
shared/tools/scraping/

Tracks product pages, prices, and stock signals on the web side.

scrape_pagescrape_structuredfetch_rss
shared/tools/social/

Keeps affiliate posts flowing on X.

twitter_searchtwitter_post
shared/tools/core/

Research, status checks, and the one-tap approval gate.

web_searchhttp_requestpause_for_human
05
// Three knowledge layers

The crew reads what you give it.

Every pipeline ships with three layers of knowledge access. Mix and match per agent on the canvas. No shared vector space with another tenant, no surprise reads, no opaque retrieval.

L1

Static context

includeContext

Per-pipeline documents appended to specific agents' input on every run. The ICP brief, playbook, pricing sheet, or won-deal email corpus. Whatever needs to be there before the agent thinks. You pick which personas get which docs.

L2

RAG retrieval tool

rag_retrieve

A scoped tool granted per-agent. When the agent decides it needs more depth, it queries the workflow's vector store on demand. Same knowledge base as Static context, accessed only when the model asks for it.

L3

Cross-run memory

pipeline_memory

Pipeline-level state that carries from one run to the next. Yesterday's research is in scope for today's follow-up. The crew remembers what it already prospected, what got approved, what was sent. The audit log is the second-order knowledge base.

07
// FAQ

AI agent questions we get every week.

Will an agent buy without asking?

No. The purchase itself waits for your one-tap approval, so speed never means loss of control.

What does it handle day to day?

The repetitive layer: ad account status checks, scheduled affiliate posts, and real-device QA and tracking checks on your mobile landing pages.

Can n8n or Zapier automate ecommerce apps that have no API?

No. n8n, Zapier, and Make execute predefined trigger-action steps against APIs and webhooks, and most shop and checkout apps expose neither. Melaya's Device Control operates a real Android phone through the phone bundle: agents open the allowed app, read the screen, tap and type, then pause for approval. Zapier and Make still win on connector breadth for simple linear automations.

How do I audit what an ecommerce agent did during a drop?

Open the run trace. Melaya records every step the Growth Engineer takes during a drop: the stock signal that fired, the screens the agent read, the prepared checkout, and the approval you gave, all timestamped. Typed failure reasons and cost per accepted result turn each drop into a reviewable, repeatable workflow instead of a black box.

Can an AI agent run a drop-day checkout on my phone?

Yes. Melaya's Growth Engineer watches the shop app on a real Android phone, tracks stock signals through the scraping bundle, and executes your prepared checkout the moment stock lands. The purchase itself always stops at a human-in-the-loop approval gate: you confirm with one tap on the device before any money moves.

How does Melaya keep affiliate posts publishing on schedule?

Three agents share the work. Melaya's Copywriter drafts each affiliate post, the Social Media Engineer publishes on schedule through the social bundle on X, and the Content Strategist keeps the cadence organized across accounts. Every post enters your approval queue first, so nothing goes out under your name without human sign-off.

Does the approval gate slow down a limited drop?

Only by the length of one tap. Melaya's Growth Engineer does everything up to the purchase: watching stock, opening the shop app, filling the prepared checkout. When stock lands, one approval prompt appears on the device, so the human step is a single tap at the end, not a manual checkout.

Can I reuse one ecommerce workflow across multiple shops and ad accounts?

Yes. Melaya is a visual AI agent builder: assemble the E-commerce ops crew once on a canvas of agents, tools, triggers, and approval gates, then save any run as a reusable template. Per-step model routing across 23 providers lets ad account checks, affiliate posting, and landing page QA each use the model that fits, in the cloud or on your local runner.

What stops an agent from spending money in my shop or ad apps?

Two controls. Scoped tool allowlists limit the E-commerce ops crew to the apps you approve, and human-in-the-loop approval on every write means any purchase pauses for your one-tap confirmation on the device. Ad account work is read-only status checking. Full run traces record every step, so nothing spends without a recorded human decision.

How do I run real-device QA on my mobile landing pages?

Add the Social Media Engineer with the phone bundle to your crew. The agent walks each landing page on a real Android device, exactly as buyers see it, runs loading and tracking checks, and reports every step in the full run trace. Build the flow on Melaya's visual canvas and run it in the cloud or on your local runner.

Build dropshippers, affiliates & drop buyers pipelines on Melaya.

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