Automate your TikTok Shop with agents.
The algorithm gives distribution one video at a time. A Lyzr agent orchestration senses the trend, writes, renders, and clears compliance, so your team just hits approve.
now fits inside it
reviewed video
additional video
Commerce programmes running on Lyzr
The algorithm rewards whoever
posts while the trend is live.
Trends peak in 72 to 96 hours. Agency cycles run 15 days. That gap is not a content problem, it is a distribution problem. The brands capturing the most GMV are not the biggest, they are the ones posting while the trend is still moving.
Agency cycle: 15 days, $2K to $25K per asset
By the time the video is approved, the trend is gone. The production investment runs into a dead audience.
Trend detected, video live in under 24 hours
The moment a trend signal fires, the pipeline starts. Script, caption, and video run in parallel. By the time a human reviews, the asset is already rendered and compliance-cleared.
UGC creator roster: 2 to 7 days per brief
Cheaper than agencies, but still calendar-bound. At $150 to $800 per video, a 3 to 5 post-per-week cadence costs $23K to $208K a year per shop before a single paid impression.
Marginal cost is compute plus about five minutes
At enterprise volume, cost per published asset drops two orders of magnitude. The budget shifts from videos commissioned to review minutes staffed.
Speed without governance is existential
TikTok Shop’s most cited violation is misleading claims, exactly where ungoverned generative content fails first. 48 penalty points means permanent deactivation.
Two automated gates plus one human approval
Compliance and RAI review run on every generation. The gates are what make the speed usable. Governance is not the tax on velocity, it is the license for it.
See the whole pipeline
in one run.
One real run, start to finish. The trend detected, the script drafted, the video rendered, both gates cleared, and a human approval, in a single pass.
Drop a trend, a reference, or an idea.
Get a compliant TikTok video back.
Spotted a trend on TikTok? Drop the link. Have a reference video to adapt for your product? Share it. Have a rough brief? Type it. The pipeline extracts the brief, matches your catalog, drafts the script, renders the video, clears compliance, and waits for your approval.
Trend-to-Video Pipeline
Senses a rising trend, matches it to in-stock SKUs, writes the hook and script in your brand voice, and renders a native 9:16 video, script and caption running in parallel. A full asset in under 90 seconds of machine time.
Governance and Approval Gates
Every generation clears a compliance check against TikTok Shop policy and an independent Responsible AI review before a human ever sees it. Your team then edits, approves, or sends back with notes. Nothing publishes without the human gate.
Open any block. Change anything. Re-run it.
Scroll to run the pipeline. Each agent lights up as the flow moves through it, from the first trend signal all the way to a published, reviewed video.
Run the loop. Own the learning.
Each run feeds performance back into the system, what trended, which SKUs converted, which scripts cleared the gates first time. The pipeline tightens on what works.
View velocity
Which trends drove reach in your category
GMV per video
Which SKUs convert when they are in the video
Gate pass rate
Script quality improving as the loop runs
Review time
5-minute target per asset as confidence builds
It is the quarters of learning the loop has already banked. Brands that start now compound while competitors are still commissioning one-off UGC briefs.
Trend sensing sharpens over time
Performance data from published videos re-ranks how the trend sensor weights future signals. Your category intelligence compounds with every run.
Scripts improve from reviewer notes
When a reviewer requests changes, those notes attach to the rejected asset and re-enter the scriptwriter. Every rejection makes the next first draft better.
SKU selection becomes data-driven
GMV per video feeds back into catalog match. The agent learns which SKUs perform in which trend contexts, and prioritizes them in future runs.
Schedule optimizes for your audience
Publish timing is part of the pipeline, not a calendar reminder. Engagement patterns feed the scheduler so each post goes live at your audience peak window.
Built so your team can run it,
not just demo it.
Every part of the pipeline is editable, explainable, and owned by your team, not locked inside a vendor’s system. Here is what makes that possible.
Change any step without breaking the pipeline
Swap an agent, add a gate, change the script prompt. The rest of the workflow keeps running. No engineering ticket required — your team edits it directly.
Every change is tracked. Anything can be undone.
Every prompt update, agent change, and config edit is versioned. If a script update starts underperforming, roll back to the version that worked — with a full record of what changed.
Brand safety runs automatically. Every video, no exceptions.
TikTok Shop policy, profanity, and your brand guidelines are checked on every generated asset before it reaches a human reviewer. Nothing slips through at scale.
Swap the AI model without rewiring anything.
The pipeline isn’t locked to any single AI provider. Switch the language model, the video model, or any other component via config. Your workflow stays the same — the model underneath is your choice.
TikTok-native video. Hook in the first second. Product linked.
9:16 format, captions burned in, product shots included. Video models are configurable — swap between Seedance and Runway without changing anything else in the pipeline.
Your catalog data and brand content never leave your environment.
Deploys inside your own cloud — AWS, Azure, or Google Cloud. Your product data, your customer data, your brand assets all stay within your perimeter. We bring the pipeline. You keep the data.
You do not start from scratch.
You add the layer that makes it scale.
Your existing e-commerce stack, Shopify, your product catalog, your brand assets, stays exactly as it is. Lyzr adds the orchestration, the governance, and the intelligence that turns your content operation from a manual cycle into a governed pipeline.
Run it on your catalog
before you commit to anything.
Tell us what you sell and we will walk you through the pipeline live, trend detected to reviewed video, in about 20 minutes. For brands operating at scale, and for partners building this for their e-commerce customers.
Tell us your catalog category
Beauty, snacks, fashion, electronics, a category is enough. We configure the trend sensor to your vertical.
We run the pipeline live on a real trend
One actual run. You see the workflow execute in Lyzr Studio, script drafted, video rendered, gates cleared.
You review and approve, or edit
The human gate is yours. Approve the asset, request changes, or send it back to the scriptwriter, you see exactly how the workflow responds.
We show you the architecture behind it
Every block, every config, every governance layer explained, so you or your team can own it, not just demo it.
Tell us what you sell and we will walk you through the orchestration live, trend to reviewed video, in about 20 minutes.
Production in eight weeks.
Tell us what is in the way.
Bring your catalog, your current content process, and your blockers. We will show you what the pipeline looks like on your specific environment, and what your first run delivers.
commerce@lyzr.ai · SI partners and agencies welcome
