Stop guessing. Start learning.
Zigsaw automatically creates, tests, and optimizes short-form video ads across TikTok, Instagram Reels, and YouTube Shorts. Our AI doesn't just make videos—it learns from real performance data to find what actually drives results for your brand.
Creating high-performing social video ads is expensive and unpredictable:
- $5,000-$10,000 per video with traditional agencies
- Weeks of turnaround for a single creative iteration
- No systematic learning from what works and what doesn't
- Human bias in creative decisions instead of data-driven optimization
- Manual A/B testing that's slow, expensive, and limited in scope
Transform your product specs into unlimited video variations. Give us your product images, key benefits, and target audience—we handle the rest.
Business Impact:
- 90% cost reduction vs traditional video production
- 48-hour turnaround from brief to published video
- 100+ video variations tested per campaign
- Zero creative team overhead required
Our AI systematically tests different video hooks, pacing, messaging, and formats to discover what resonates with your audience.
Business Impact:
- 2-3x improvement in CTR within first month
- 30-50% higher retention rates compared to baseline
- Automatic discovery of winning creative patterns
- Continuous improvement as the system learns from each video
Automatically publish and track performance across all major short-form video platforms with a single click.
Business Impact:
- 3x more platforms covered with same team size
- Real-time performance tracking across channels
- Unified reporting and optimization
- Platform-specific format optimization
| Your Current Performance | With Zigsaw (Month 1) | With Zigsaw (Month 3) |
|---|---|---|
| CTR: 3-5% | CTR: 8-10% | CTR: 12-15% |
| Retention: 50-60% | Retention: 70-75% | Retention: 80-85% |
| Cost per Video: $5,000 | Cost per Video: $200 | Cost per Video: $50 |
| Videos per Month: 5-10 | Videos per Month: 50-100 | Videos per Month: 200+ |
Example: E-commerce Brand with $50K/month ad spend
| Metric | Before Zigsaw | With Zigsaw | Improvement |
|---|---|---|---|
| Average CTR | 4% | 10% | +150% |
| Cost per Click | $2.50 | $1.00 | -60% |
| Monthly Clicks | 20,000 | 50,000 | +150% |
| Conversion Rate | 3% | 3.5% | +17% |
| Monthly Revenue | $150K | $437K | +191% |
| Creative Production Cost | $30K | $3K | -90% |
| Net Monthly Gain | - | +$260K | - |
Step 1: Tell Us About Your Product Upload product images, list key benefits, describe your target audience. Takes 5 minutes.
Step 2: We Generate & Test Our AI creates 50-100 video variations with different hooks, messaging angles, and pacing. Each video is automatically posted and monitored.
Step 3: The AI Learns After 24-48 hours, we analyze performance data. The AI identifies winning patterns and automatically creates more variations of what works.
Step 4: You See Results Watch your CTR, engagement, and conversions improve week over week. The system continuously optimizes without any manual intervention.
- 10+ proven hook templates (problem-solution, testimonial, before-after, etc.)
- AI picks the right hook for your product and audience
- Continuous testing to find unexpected winners
- Every video is an experiment
- Real performance data (not opinions) drives decisions
- The system gets smarter with every video
- Maintains your brand guidelines automatically
- Quality control on every video
- Human review option for sensitive campaigns
- Automatically formats for TikTok, Instagram, and YouTube
- Platform-specific trending elements
- Optimal posting times per platform
Challenge: Need constant fresh creative to prevent ad fatigue
Solution: Generate 100+ product videos per month, automatically find winning angles
Result: Lower CAC, higher ROAS, more time for strategic work
Challenge: Limited budget for creative production and testing
Solution: AI-powered creative at 10% of agency cost
Result: Compete with bigger brands on creative volume and quality
Challenge: Client creative requests bottleneck team capacity
Solution: Scale to 10x more clients without hiring
Result: Higher margins, happier clients, faster delivery
Challenge: Need systematic creative testing to scale acquisition
Solution: Automated A/B/C/D/E...Z testing at scale
Result: Data-proven creative strategy, predictable performance improvements
| Agencies | Zigsaw |
|---|---|
| $5K-$10K per video | $50-$200 per video |
| 2-4 weeks turnaround | 48 hours |
| 5-10 videos/month | 100+ videos/month |
| Subjective creative decisions | Data-driven optimization |
| Manual A/B testing | Automatic systematic testing |
| In-House | Zigsaw |
|---|---|
| Need designers, editors, strategists | One platform |
| Limited testing capacity | Unlimited variations |
| Manual performance analysis | Automatic optimization |
| High fixed costs | Variable cost scales with usage |
| Biased by team opinions | Pure data decisions |
| Other AI Video Tools | Zigsaw |
|---|---|
| Generate videos | Generate + Optimize + Learn |
| One-size-fits-all | Customized to your brand |
| Static templates | Evolving based on your data |
| Manual performance tracking | Automatic learning loop |
| Random variations | Intelligent experimentation |
✅ Perfect For:
- E-commerce brands spending $20K+/month on paid social
- DTC brands needing to scale creative production
- Performance marketers running multi-platform campaigns
- Agencies managing creative for multiple clients
- Growth teams with ambitious acquisition targets
❌ Not Ideal For:
- Brands with <$5K/month ad spend (ROI takes longer)
- Pure brand awareness campaigns (we optimize for performance metrics)
- Companies not ready for data-driven creative decisions
Engagement Metrics
- Click-through rate (CTR)
- 3-second retention rate
- Average watch percentage
- Engagement rate (likes, comments, shares)
Business Metrics
- Cost per click (CPC)
- Cost per acquisition (CPA)
- Return on ad spend (ROAS)
- Conversion rate
Creative Insights
- Which hooks work best for your brand
- Optimal video length and pacing
- Best-performing messaging angles
- Platform-specific performance patterns
# Clone the repository
git clone https://github.com/your-org/zigsaw-labs.git
cd zigsaw-labs
# Install dependencies (requires Node.js 20+ and Python 3.10+)
pnpm install && pip install -e .
# Configure your API keys
cp .env.example .env
# Edit .env with your OpenAI, video generation, and platform API keys
# Start the system
make start- Navigate to the dashboard at
http://localhost:3000 - Create a campaign with your product details
- Launch experiments — the system starts generating and testing videos
- Monitor results — see performance improve in real-time
That's it. The AI handles the rest.
For detailed setup instructions, see QUICK_START.md
- Complete Documentation — Architecture, API reference, guides
- Implementation Guide — Technical details
- Step-by-Step Tutorial — Build your first campaign
Ready to transform your video ad performance?
- Schedule a Demo — See Zigsaw in action
- Start Free Trial — Test with your first campaign
- Read the Docs — Technical documentation
- Join Community — Connect with other users
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