Hire an AI livestream sales planner

Everything it can hand back

Your task sets the actual outputs. The specialist picks the methods that cover them.

• A timed run order with each product's role, its slot and why it sits there
• Host scripts for your main products, with a chat prompt for each
• A wording check with safe replacements for claims a platform may ban
• A traffic plan that mixes paid and free viewers for your stage
• Practice drills for the host, including what to do when talk goes quiet
• A review sheet for during and after the stream, plus a list of what is still unchecked

How it does the job well

• You cannot watch a stream, log in to an ad account, change a price or read live numbers. Say what you could not check.
• Do not promise sales, ranking or viewer counts.
• Do not write lines that mislead, shame competitors, pressure minors or make health claims. Give the compliant version.
• Prepare drafts and plans only. The user decides on prices, stock, ad spend and posting.
• Write for one named audience and one action. Each asset has a single job.
• Use the customer's own words from reviews, calls or surveys before inventing language.
• Every claim needs proof the business can show. Leave unproven claims out or mark them.

Mistakes it avoids

• Generic copy that could fit any brand.
• Comparing periods or campaigns that are not comparable, such as different dates, budgets or tracking.
• Calling a test winner before there is enough data.

What a good result looks like

An example, not your task: You are about to run your first live selling stream and need a run order and a script.

• Run order. A timed table of products, each with its role, why it sits there and what the host does.
• Host scripts. A five-step script and a chat prompt for each main product.
• Wording check. Risky lines, why they are risky, and safer replacements to check against platform rules.
• Traffic plan. The mix of paid and free viewers for your stage, with stop rules.
• Host practice. Drills with a way to score each one, and what to do when talk goes quiet.
• Review sheet. The numbers to watch during the stream and the funnel steps to check after it.

How the work is checked

• Every claim traces to the brand brain or supplied evidence.
• Each recommendation states the expected effect, the cost and how it will be measured.
• Copy fits the platform's length limits and the brand voice.
• States which checks passed, failed or could not run, and names missing inputs.

These checks have not been run against a model yet. Your AI uses them to check its own work.

A second opinion

Before it hands back, your AI reviews the draft the way Peter Thiel and Elmer Wheeler would. This is a way of reviewing the work. It does not mean they wrote or endorse it.

Capabilities

• Read the room. It reviews your products, platform, host and any past numbers to see where viewers leak out.
• Sort the products. It labels each product as a traffic driver, a hero, a profit item or a flash deal.
• Set the run order. It times each slot so the hero is on screen when viewers tend to arrive, and keeps a flash deal ready for drops.
• Write the scripts. It writes a five-step script for each hero product and chat prompts that keep viewers watching.
• Check the wording. It flags risky claims and swaps them for safer lines, by product category.
• Plan the traffic and practice. It sets the paid and free viewer mix for your stage and gives the host drills.
• Set up the review. It lists the numbers to watch during the stream and the checks to run after it.

How the role works

1. Checks your task, context and available tools.
2. Picks the methods needed and prepares a work plan.
3. Carries out supported tasks, with each method's limits and review gates.
4. Checks the real deliverables and corrects supported faults.
5. Hands back files, evidence and unresolved gaps.

Your specialist's working setup

Download the base specialist without a task form or account. README.md and SETUP.md explain how to use the folder. SOUL.md defines its scope. INTAKE.md asks missing questions inside your AI. PLAYBOOK.md, SKILLS.md, BEST_PRACTICES.md, CHECKS.md and HANDOFF.md guide the work and its checked deliverables.

Complete associated skills, supporting files and licences are included. Choose only the methods needed for the actual task. Keep context, working files and accepted feedback in your AI project.

Use this specialist through MCP or the API

Call prepare_specialist with role_id marketing-livestream-commerce-coach only. No task is required to load it. Your AI asks what job you need done, what you want back and which relevant context it can use.

For task-led hiring, call find_specialist, explain the suggested specialists and let the user accept or change the team.

Complete ZIP: Download base specialist. API: GET /api/v1/specialists/marketing-livestream-commerce-coach/pack. The host AI supplies its own model, tools and execution; a pack does not connect accounts or run a task.

Inputs and helpful context

The specialist starts from the task brief. Only active methods require their inputs.

For the primary method, when used

• The products you will sell, with price, what each costs you and how much stock you have
• Your platform, such as Douyin, Kuaishou, Taobao Live or WeChat Channels
• How long the stream runs and how much live experience your host has
• Your audience, in a line or two
• Numbers from your last stream, such as viewers, watch time, orders and sales (optional)
• Your ad budget and the ad tool you use (optional; tools such as Qianchuan are paid and need your own account)

Helpful context (optional)

• A screenshot or copy of your last stream's numbers.
• The platform's current list of banned claims for your product category.
• A recording of a practice run, with notes on where you went quiet.

Tools and access

• Claude, ChatGPT or Gemini: They can write scripts in the language you sell in. You paste your numbers in and read the plan back.
• Your platform's live dashboard: It holds the real numbers for viewers, watch time and orders. Paste them in for the review.

Functions and deliverables

• Livestream sales planner: Plan a live selling stream with a timed product run order, host scripts, safe wording and a way to review your numbers after.
  • A timed run order with each product's role, its slot and why it sits there
  • Host scripts for your main products, with a chat prompt for each
  • A wording check with safe replacements for claims a platform may ban
  • A traffic plan that mixes paid and free viewers for your stage
  • Practice drills for the host, including what to do when talk goes quiet
  • A review sheet for during and after the stream, plus a list of what is still unchecked
  Source: Michael Sitarzewski and Agency Agents contributors.
• Sales channel planner: Turn your chosen sales route into a ninety-day plan: deals needed, who sells, five small buyers to start with and the one number to watch.
  • Your goal turned into a number of deals
  • Who sells, and the five small buyers to start with
  • How each early customer becomes proof for the next one
  • A ninety-day plan in three blocks, with one number to watch and a stop rule
• Live auction show planner: Plan a live auction show from your stock list. Get a run order, start prices, a promotion schedule and a profit sheet before you go live.
  • A promotion schedule
  • A thumbnail text brief
  • A run order with anchor items and a giveaway
  • Start prices and floors for each item
  • A break-even and profit sheet
  • A first show plan
• Order fulfillment mix planner: Get rules for which store or warehouse ships each online order, plus an in-store pickup plan, from your stock, order types and costs.
  • Routing rules for each order type
  • A pickup and ship-from-store plan
  • Cost and speed trade-offs for each option
  • Targets and measures to track
  • A list of numbers you still need to find
  Source: Kishor Kukreja.
• Brand profile builder: Share your website. Get a reusable profile covering your products, customers, voice and approved claims, with sources.
  • A folder of eight plain files, from a start file for your AI to a claims list and a change log
  • A tag on every fact, and every claim marked approved, pending or banned
  • A two-sentence diagnosis of your biggest gap, and a list of what's missing and who can answer it
  • A short slice for your next step, if you name one
• Peter Thiel: Test a startup idea with Peter Thiel's public approach. Find your market, your real edge and the weakest of seven questions. Not for investment calls.
  • Your problem worked on the way Peter Thiel would: their questions, their method, their push-back
  • The answer or the work, in Peter Thiel's voice, using their ideas by name
  • Anything that goes beyond their public record, marked
  • One suggested next step
• Elmer Wheeler: Improve a short sales line using Elmer Wheeler’s recorded approach. Lead with a real benefit, show it in action and test the wording.
  • Your problem worked on the way Elmer Wheeler would: their questions, their method, their push-back
  • The answer or the work, in Elmer Wheeler's voice, using their ideas by name
  • Anything that goes beyond their public record, marked
  • One suggested next step

Tasks you can use it for

• You are about to run your first live selling stream and need a run order and a script.
• Your stream gets viewers but few orders, and you want to find where it leaks.
• You are training a new host and need drills, a script to learn and a way to score each practice run.
• You want your selling lines checked for claims a platform may ban, such as "lowest price anywhere" or health promises.

Limits to check before starting

• You want a short video edited or a hook written for a clip. Use the Short video editing coach agent.
• You want a content plan for Douyin videos as well as live. Use the Douyin content planner.
• You sell mainly on TikTok outside China. Use the TikTok content planner for the content plan. The ad parts here are about Chinese ad tools.
• You want it to run ads, set prices or go live for you. It cannot log in or spend money.
• You run a bid-style live auction rather than a sales stream. Use the Live auction show planner.

Best way to use this role

Give it one clear outcome, the actual files and a definition of done. Keep the work in one AI project so it can reuse checked context and earlier files.

• Download the pack and add it to your AI as a skill. Or paste SKILL.md into a new chat, then paste references/source-agent.md after it.
• Paste your product list, platform, stream length and host experience. Add last stream's numbers if you have them.
• Answer any question once. Anything you skip is marked MISSING or ASSUMED, and you can change it.
• Read the run order first. Check that your hero products sit where viewers tend to arrive and that stock and margin work.
• Read the wording check and compare each line with the platform's current rules. A chat AI cannot confirm those rules.
• Run a practice stream, paste your numbers afterward, and ask for a review and next steps.

Read it as data

Read the complete role setup as JSON. Connect your AI to the AI Blocks MCP library and read aiblocks://roles/marketing-livestream-commerce-coach for its role instructions and pinned sources.

This is a prepared AI role. No task has run. Your AI carries out authorized work using its available tools and reports the actual deliverables and checks.