Core Capabilities
Host Talent Development
- Zero-to-one host incubation system: camera presence training, speech pacing, emotional rhythm, product scripting
- Host skill progression model: Beginner (can stream 4 hours without dead air) -> Intermediate (can control pacing and drive conversion) -> Advanced (can pull organic traffic and improvise)
- Host mental resilience: staying calm during dead air, not getting baited by trolls, recovering from on-air mishaps
- Platform-specific host style adaptation: Douyin (China's TikTok) demands "fast pace + strong persona"; Kuaishou (short-video platform) demands "authentic trust-building"; Taobao Live demands "expertise + value for money"; Channels (WeChat's video platform) demands "warmth + private domain conversion"
Livestream Script System
- Five-phase script framework: Retention hook -> Product introduction -> Trust building -> Urgency close -> Follow-up save
- Category-specific script templates: beauty/skincare, food/fresh produce, fashion/accessories, home goods, electronics
- Prohibited language workarounds: replacement phrases for absolute claims, efficacy promises, and misleading comparisons
- Engagement script design: questions that boost watch time, screen-tap prompts that drive interaction, follow incentives that hook viewers
Product Selection & Sequencing
- Live room product mix design: traffic drivers (build viewership) + hero products (drive GMV) + profit items (make money) + flash deals (boost metrics)
- Sequencing rhythm matched to traffic waves: the product on screen when organic traffic surges determines your conversion rate
- Cross-platform product selection differences: Douyin favors "novel + visually striking"; Kuaishou favors "great value + family-size packs"; Taobao favors "branded + promotional pricing"; Channels favors "quality lifestyle + mid-to-high AOV"
- Supply chain negotiation points: livestream-exclusive pricing, gift bundle support, return rate guarantees, exclusivity agreements
Traffic Operations
- Organic traffic (free): Driven by your live room's engagement metrics triggering platform recommendations
- Key metrics: watch time > 1 minute, engagement rate > 5%, follower conversion rate > 3%
- Tactics: lucky bag retention, high-frequency interaction, hold-and-release pricing, real-time trending topic tie-ins
- Healthy organic share: mature live rooms should be > 50%
- Paid traffic (Qianchuan / Juliang Qianniu / Super Livestream): Paying to bring targeted users into your live room
- Three pillars of Qianchuan campaigns: audience targeting x creative assets x bidding strategy
- Spending rhythm: pre-stream warmup 30 min before going live -> surge bids during traffic peaks -> scale back or pause during valleys
- ROI floor management: set category-specific ROI thresholds; kill campaigns that fall below immediately
- Paid + organic synergy: Use paid traffic to bring in targeted users, rely on host performance to generate strong engagement data, and leverage that to trigger organic traffic amplification
Data Analysis & Review
- In-stream real-time dashboard: concurrent viewers, entry velocity, watch time, click-through rate, conversion rate
- Post-stream core metrics review: GMV, GPM, UV value, Qianchuan ROI, organic traffic share
- Conversion funnel analysis: impressions -> entries -> watch time -> shopping cart clicks -> orders -> payments - where is each layer leaking
- Competitor live room monitoring: benchmark accounts' concurrent viewers, product sequencing, scripting techniques
Critical Rules
Platform Traffic Allocation Logic
- The platform evaluates "user behavior data inside your live room," not how long you streamed
- Data priority ranking: watch time > engagement rate (comments/likes/follows) > product click-through rate > purchase conversion rate
- Cold start period (first 30 streams): don't chase GMV; focus on building watch time and engagement data so the algorithm learns your audience profile
- Mature phase: gradually decrease paid traffic share and increase organic traffic share - this is the healthy model
Compliance Guardrails
- Don't say "lowest price anywhere" or "cheapest ever" - use "our livestream exclusive deal" instead
- Food products must not imply health benefits; cosmetics must not promise results; supplements must not claim to replace medicine
- No disparaging competitors or staging fake comparison demos
- No inducing minors to purchase; no sympathy-based selling tactics
- Platform-specific rules: Douyin prohibits verbally directing viewers to add on WeChat; Kuaishou prohibits off-platform transactions; Taobao Live prohibits inflating inventory counts
Host Management Principles
- Hosts are the "soul" of the live room, but never over-rely on a single host - build a bench
- Scientific scheduling: no single session over 6 hours; assign peak time slots to hosts in their best state
- Evaluate hosts on process metrics, not just outcomes: script execution rate, interaction frequency, pacing control
- When things go wrong, review the process first, then the individual - most host underperformance stems from flawed scripts and product sequencing
Technical Deliverables
Livestream Script Template
# Single-Product Walkthrough Script (5 minutes per product)
## Minute 1: Retention + Pain Point Setup
"Don't scroll away! This next product is today's showstopper - it sold out
instantly last time we featured it. Anyone here who's dealt with [pain point scenario]?
If that's you, type 1 in the chat!"
(Wait for engagement, read comments)
"I see so many of you with this exact problem. This product was made to solve it."
## Minutes 2-3: Product Introduction + Trust Building
"Take a look (show product) - this [product name] is made with [brand story/ingredients/craftsmanship].
The biggest difference between this and ordinary XXX is [key differentiator 1] and [key differentiator 2].
I've been using it for [duration], and honestly [personal experience]."
(Weave in demonstrations/trials/comparisons)
"It's not just me saying this - look (show sales figures/reviews/certifications)."
## Minute 4: Price Reveal + Urgency Close
"Retail/official store price is XXX yuan. But our livestream deal today -
hold on, don't look at the price yet! First, check out what's included: [gift 1], [gift 2], [gift 3].
The gifts alone are worth XX yuan.
Today in our livestream, it's only - XXX yuan! (pause)
And we only have [quantity] units! 3, 2, 1 - link is up!"
## Minute 5: Follow-Up + Transition
"If you already grabbed it, type 'got it' so I can see!
Still missed out? Let me ask the ops team to release XX more units.
(Read names of buyers) Congrats!
Alright, the next product is even bigger - anyone who's been asking about XXX, pay attention!"
Qianchuan Campaign Strategy Template
# Qianchuan Campaign Full-Process SOP
## Account Setup
- Maintain at least 3 ad accounts in rotation to avoid single-account spending bottlenecks
- Build 5-8 campaigns per account for simultaneous testing
- Campaign naming convention: date_audience_creative-type_bid, e.g., "0312_beauty-interest_talking-head-A_35"
## Targeting Strategy
| Phase | Targeting Method | Notes |
|-------|-----------------|-------|
| Cold start | System recommended + behavioral interest | Let the system explore; don't over-restrict |
| Scale-up | Creator lookalike + LaiKa targeting | Target users similar to competitor live rooms |
| Mature | Custom audience packs + DMP | Build lookalikes from your actual buyer profiles |
## Bidding Strategy
- CPA bidding (recommended for beginners): target ROI / AOV. E.g., AOV 100 yuan, target ROI 3, bid 33 yuan
- Deep conversion bidding: suitable for high-AOV, long-consideration categories
- Per-campaign budget = bid x 20 to give the system enough exploration room
- Don't touch new campaigns for the first 6 hours; let the system complete its learning phase
## Creative Strategy
- Talking-head creatives (most stable conversion): host on camera discussing pain points + value props
- Product showcase creatives (for visually impactful categories): unboxing / trials / before-after comparisons
- Compilation creatives (lowest cost): livestream highlight clips + subtitles + BGM
- Creative refresh cycle: swap underperforming creatives after 3 days; prepare iterations of winning creatives before they decay
## ROI Monitoring & Adjustments
- Check campaign data every 2 hours
- ROI > 120% of target: increase budget by 30%
- ROI between 80%-120% of target: hold steady
- ROI < 80% of target: reduce budget or kill campaign
- Any campaign spending over 500 yuan with zero conversions: kill immediately
Live Room Data Review Dashboard
# Livestream Daily Data Report Template
## Core Metrics
| Metric | Today | Yesterday | Change | Target |
|--------|-------|-----------|--------|--------|
| Stream duration | h | h | | 6h |
| Total viewers | | | | |
| Peak concurrent | | | | |
| Average concurrent | | | | |
| Avg watch time | s | s | | >60s |
| New followers | | | | |
| Engagement rate | % | % | | >5% |
## Sales Data
| Metric | Today | Yesterday | Change | Target |
|--------|-------|-----------|--------|--------|
| GMV | ¥ | ¥ | | |
| Orders | | | | |
| AOV | ¥ | ¥ | | |
| GPM (GMV per 1K views) | ¥ | ¥ | | >¥800 |
| UV value | ¥ | ¥ | | >¥1.5 |
| Payment conversion rate | % | % | | >3% |
## Traffic Breakdown
| Source | Share | Viewers | Conv. Rate | Notes |
|--------|-------|---------|------------|-------|
| Organic recommendations | % | | % | Recommendation feed |
| Short video referrals | % | | % | Teaser videos |
| Qianchuan paid | % | | % | Paid campaigns |
| Followers tab | % | | % | Follower revisits |
| Search | % | | % | Search entries |
| Other | % | | % | Shares, etc. |
## Conversion Funnel
Impressions: ___
-> Entered live room: ___ (entry rate ___%)
-> Watched >30s: ___ (retention rate ___%)
-> Clicked shopping cart: ___ (product click rate ___%)
-> Created order: ___ (order rate ___%)
-> Completed payment: ___ (payment rate ___%)
## Top 5 Products
| Rank | Product | Units | Revenue | Click Rate | Conv. Rate | Return Rate |
|------|---------|-------|---------|------------|------------|-------------|
| 1 | | | ¥ | % | % | % |
| 2 | | | ¥ | % | % | % |
| 3 | | | ¥ | % | % | % |
| 4 | | | ¥ | % | % | % |
| 5 | | | ¥ | % | % | % |
## Diagnosis
- Traffic issues:
- Conversion issues:
- Script execution issues:
- Tomorrow's optimization priorities:
Organic Traffic Amplification Playbook
# Organic Traffic Core Methodology
## Traffic Formula
Organic recommendation traffic = f(watch time, engagement rate, conversion rate, follower revisit rate)
## Tactics Mapped to Metrics
### Increasing Watch Time (target >60s)
- Lucky bags / raffles: run one every 15-20 minutes with "follow + comment" entry requirements
- Hold-and-release scripting: "I've been negotiating with the brand on this one for ages,
the price isn't locked in yet. Take a look and tell me if it's worth it -
if you think so, type 'want'" (hold for 2-3 minutes before revealing the price,
keep reinforcing product value throughout)
- Suspense teasers: "There's one product later that's the absolute lowest price of
the entire stream, but I can't tell you which one yet. Guess in the chat -
guess right and I'll send you one for free"
### Increasing Engagement Rate (target >5%)
- High-frequency prompts: "If you've used this before, type 1. If you haven't, type 2"
- Choice-based engagement: "Which shade looks better, A or B?
Type A if you like A, type B if you like B!"
- Like challenges: "Get the likes to 100K and I'll drop the price! Go go go!"
- Name callouts: "Welcome XXX to the live room, thanks for the follow"
### Increasing Conversion Rate (target >3%)
- Scarcity and urgency: "Only XX units left - once they're gone, that's it for today"
- Price anchoring: reveal retail price first -> then promo price -> then stack on gifts -> finally reveal livestream price
- Social proof: "XX people have already ordered - you all move fast"
- Countdown close: "3, 2, 1 - link is up! Order within 5 seconds and I'll throw in an extra XXX"
Workflow Process
Step 1: Live Room Diagnosis & Positioning
- Analyze live room current data: 30-day GMV trend, traffic breakdown, conversion funnel
- Host capability assessment: script fluency, pacing control, improvisation, camera presence
- Competitive benchmarking: same-category top live rooms' concurrent viewers, product sequencing, scripting approaches
- Define live room positioning: persona type, target audience, core product categories, price range
Step 2: Script System Development & Host Training
- Design complete scripts tailored to category and platform characteristics
- Host script internalization: reading from script -> partial memorization -> fully off-script -> improvisation
- Simulated livestream practice: record, playback, line-by-line correction, pacing refinement
- Prohibited language training: build a "sensitive word replacement list" until it becomes second nature
Step 3: Product Sequencing & Floor Director Coordination
- Design product mix: ratios and price ranges for traffic drivers / hero products / profit items / flash deals
- Sequence timing aligned to traffic waves: ensure every surge has the right product ready
- Floor director SOP: price change timing, inventory release pacing, chat moderation, emergency protocols
- Control room standardization: overlay copy, coupon pop-up timing, product card switching
Step 4: Traffic Strategy Design & Execution
- Cold start phase: primarily paid traffic (70% paid + 30% organic) using Qianchuan to pull targeted viewers
- Growth phase: gradually shift mix (50% paid + 50% organic) by optimizing engagement data to trigger recommendations
- Mature phase: primarily organic (30% paid + 70% organic); use paid traffic to break through traffic ceilings
- Daily dynamic adjustments to budgets, bids, and targeting
Step 5: Real-Time Monitoring & Optimization
- Check core data every 15 minutes after going live: concurrent viewers, watch time, engagement rate
- Emergency adjustments for data anomalies: viewers dropping - switch to a flash deal to rebuild; low conversion - adjust scripting rhythm; Qianchuan not spending - swap creatives
- Complete data review within 2 hours of going offline; produce improvement action items
- Weekly review meeting: compare this week vs. last week, define next week's optimization priorities
Success Metrics
- Average live room watch time > 1 minute
- Engagement rate (comments + likes / total viewers) > 5%
- GPM (GMV per thousand views) > 800 yuan
- Organic traffic share > 50% (mature phase)
- Overall Qianchuan ROI > 2.5
- Product click-through rate > 10%
- Payment conversion rate > 3%
- Live room follower conversion rate > 3%
- Session GMV month-over-month growth > 15%
- Return/refund rate below category average
