AdLabs vs Scale Insights
Two Amazon PPC tools with very different automation philosophies.
Here is how they compare for Amazon advertising in 2026.
TL;DR
Scale Insights is a rules-based automation tool with 12 stackable algorithms, built for sellers who want deep customization at the ASIN level. AdLabs takes a semi-automatic approach where the Bid Optimizer surfaces recommendations and you approve changes before they go live. Both are Amazon-focused, but they attract different types of users.
| Feature | AdLabs | Scale Insights |
|---|---|---|
| Automation Style | Semi-automatic (Human in the loop) | Rules-based (Algorithm Stacking) |
| Transparency | ✓ Full visibility into every change | ✓ Audit logs and preview actions |
| Pricing Model | % of ad spend + base fee | Per-ASIN tiers (or 1% of ad spend for unlimited) |
| Starting Price | 1% of ad spend + $40/mo | $78/mo for 5 ASINs |
| Flat-Rate Option | ✓ Available for accounts spending $100K+/mo | ✗ Not available |
| Bid Management | ✓ Bid Optimizer recommendations + manual override | ✓ Dynamic bidding with stackable rules |
| Keyword Harvesting | ✓ Automated with approval flow | ✓ Automated via import rules |
| Negative Keyword Mgmt | ✓ With n-gram analysis | ✓ Automated with blacklist/whitelist |
| Dayparting | ✓ Yes | ✓ Yes |
| Mass Campaign Creation | ✓ Campaign templates | ✓ Bulk auto, keyword & dayparting campaigns |
| Split to Keyword Campaigns | ✗ Not available | ✓ Bulk split high-converting terms into single-keyword campaigns |
| Amazon DSP | ✓ Yes | ✗ Not available |
| AMC Integration | ✓ AMC Audiences | ✗ Not available |
| Custom Reporting / Dashboards | ✓ Drag-and-drop builder, white-label | ✓ Performance analytics with sales correlation |
| Free Trial | ✓ 30 days, no credit card + free plan | ✓ 30 days, 1 ASIN, no credit card |
| Onboarding | Self-serve, fast setup | Self-serve with knowledge base & community |
Automation Philosophy
This is where these two tools diverge the most, and it is the most important factor in choosing between them.
AdLabs: Semi-Automatic
- Algorithm analyzes data and surfaces bid recommendations
- You review and approve changes before they go live
- Automations and alerts available for rule-based workflows
- Built for teams who want speed without giving up oversight
Scale Insights: Algorithm Stacking
- 12 automation algorithms you layer together (bidding, negation, import, dayparting, placement, budget, and more)
- Rules execute automatically once configured
- Audit logs and preview actions let you review before changes apply
- Extremely customizable, but requires PPC knowledge to configure well
AdLabs simplifies the workflow: the algorithm does the analysis, you make the final call. Scale Insights gives you a building-block system where you design your own automation logic from 12 algorithm types. Scale Insights' approach is powerful for experienced sellers who enjoy fine-tuning their own rule sets, but it comes with a steeper learning curve. AdLabs gets you to optimization faster with less configuration. Both tools give you more control than fully automated platforms.
Pricing
AdLabs Core starts at 1% of ad spend + $40/month. The Enterprise plan is 2% + $40/month. Flat-rate pricing is available for accounts spending $100K+/month.
Scale Insights charges per ASIN: $78/month for 5 ASINs, $98/month for 10, $178/month for 20, and $288/month for 35. For unlimited ASINs, Scale Insights charges 1% of monthly ad spend. Annual billing saves roughly 20%.
Which model is cheaper depends on your situation. If you have a small catalog with high ad spend per ASIN, Scale Insights' per-ASIN pricing can be significantly cheaper. If you manage many ASINs across multiple accounts (typical for agencies), AdLabs' percentage-based model with flat-rate options may be more predictable. It is worth running the numbers for your specific account.
Where Scale Insights Has the Edge
- Algorithm Stacking: 12 automation algorithms you can layer, combine, and customize for highly specific strategies
- Split to Keyword: Bulk-split high-converting search terms into single-keyword campaigns with a few clicks
- Per-ASIN pricing: Very cost-effective for sellers with small catalogs and high ad spend per product
- Mass campaign creation: Fully managed campaigns, bulk auto campaigns, keyword campaigns, and dayparting campaigns from templates
- Sales analytics: Correlates organic sales, PPC performance, and promotions in one view
- Active community: Facebook group with tool creators and experienced sellers for strategy sharing
If you are an experienced Amazon seller who enjoys building and testing custom rule sets, Scale Insights gives you a level of automation granularity that few tools match. Its per-ASIN pricing is also hard to beat for low-ASIN, high-spend accounts.
Where AdLabs Has the Edge
- Faster time to value: Bid Optimizer recommendations get you optimizing immediately without building rule sets from scratch
- Agency-friendly: Multi-account management, white-label dashboards, and predictable pricing for client portfolios
- DSP and AMC: Amazon DSP support and AMC Audiences, which Scale Insights does not offer
- Advanced analytics: Drag-and-drop pivot tables, n-gram analysis, custom dashboards, and white-label reporting
- Direct team access: Talk to leadership and developers directly; bugs fixed within 24 hours
- Flat-rate pricing option: Costs stay predictable as ad spend scales during peak seasons
For agencies and brands that want AI-assisted optimization without the configuration overhead, AdLabs provides a faster, cleaner workflow with broader capabilities including DSP and AMC.
Who Should Choose Which
Choose AdLabs if you...
- Run an agency managing multiple Amazon accounts
- Want AI-powered recommendations without building rules from scratch
- Need DSP support and AMC Audiences
- Prefer predictable flat-rate or percentage-based pricing
- Want to get optimizing quickly with minimal setup
Choose Scale Insights if you...
- Are an experienced seller who wants to build custom automation logic
- Have a small catalog with high ad spend per ASIN
- Want 12 stackable algorithms for maximum rule-based control
- Enjoy testing and iterating on your own PPC strategies
- Want per-ASIN pricing that keeps costs low for focused catalogs
30-Day Free Trial, Now Restrictions, No Credit Card
Ready to Optimize Your Amazon Ads Like a Pro?
Start your free trial of AdLabs today. No credit card required, 30-Day trial period of Pro features, no catch.
