vs AdLabs · checked 14 Oct 2026
Mirox vs AdLabs:
autopilot inside your limits, or approve every change.
AdLabs asks you to sign off each change. Mirox runs on its own inside the limits you set, and you can read the reason for any bid.
See the side-by-side
Demo account · sample data · US
What it costs at your spend
AdLabs vs Mirox, by monthly ad spend
USD, monthly. AdLabs: Free plan; Core $120/mo + 1% of ad spend (Pro + 2%). Mirox: a flat fee, never a % of spend.
At a glance
Mirox vs AdLabs.
Mirox
The Amazon PPC AI that shows its work: a flat fee, a reason for every bid, 12 Amazon marketplaces.
- · 14 days free on your real account
- · Public pricing from $169/mo
- · Full decision trace per bid (CSV export)
- · Per-marketplace native: DE, FR, IT, ES, NL, BE, PL, SE, UK, US, CA, MX
AdLabs
Amazon sellers and agencies who want to approve each bid change by hand, and smaller accounts that fit the free plan.
Starting price: Free plan; Core $120/mo + 1% of ad spend
Side-by-side
Where each tool lands on the rows that matter.
AdLabs figures from adlabs.app and adlabs.app/pricing, checked 14 Oct 2026. 'No' means AdLabs does not publish the capability, not that we tested it.
| Capability | Mirox | AdLabs |
|---|---|---|
| Optional Simulation Mode — real account, nothing sent to Amazon | Included on every plan | |
| Decision transparency — full trace per bid | CSV export | Math shown, you approve |
| Multi-agent architecture (16 specialists) | ||
| Seven safety layers between the AI and your ad budget | ||
| Inventory-aware bidding (Sentinel — throttles on thin days-of-cover) | Built in | |
| Bayesian warm-start — sensible bids from hour one | ||
| Multi-marketplace native (DE/FR/IT/ES/NL/BE/PL/SE/UK/US/CA/MX + per-marketplace thresholds) | ||
| Asymmetric semantic embeddings (+19% relevance) | ||
| Public, transparent pricing — no demo wall | $169 / $449 / $999 | |
| Free trial / freemium | 14 days free, live | 30 days, no card |
| Works in Claude, ChatGPT and other AI apps (MCP) | Every plan · applies changes you approve | Has an MCP |
| Starting price | $169/mo after 14 days free | Free plan · $120/mo + 1% |
Want the full six-vendor matrix? See the full /compare page.
The honest read
When AdLabs is the right answer, and when Mirox is.
AdLabs is semi-automatic Amazon PPC software: it proposes bid changes with the math behind them, and a person approves each one. It has a free plan for small brands (Sponsored Products bids, up to 3 profiles), Core at $120 a month plus 1% of ad spend, and Pro at $120 a month plus 2%, with a 30-day trial that needs no card and a money-back guarantee. Mirox runs on its own inside the limits you set, for a flat fee, and writes down the reason for every bid.
Where AdLabs wins
A free plan. A longer trial with no card. A money-back guarantee. Bids for Sponsored Brands and Display on Core. Below about $33K a month of ad spend, Core costs less than Mirox Growth.
Where Mirox wins
No change to approve by hand: Mirox runs inside your limits, with a kill switch. A fee that stays flat as spend grows: above about $33K a month, Mirox Growth costs less than Core. The trial runs on campaigns Mirox builds, so yours stay untouched. Agency prices per client, published, without a Pro tier.
Honest verdict
If you want to approve every change yourself, or your account fits the free plan, AdLabs is a good choice. If you would rather set limits once and read the reasoning afterwards, and you spend more than about $33K a month, Mirox does more of the work for less.
A decision tree, not a sales pitch
Which one fits your team.
Pick AdLabs when
- ·You want to approve every bid change by hand.
- ·You spend under about $33K a month, or fit the free plan.
- ·You need Sponsored Brands and Display bids today.
Pick Mirox when
- You want the bidding done for you, inside limits you set.
- You spend more than about $33K a month on Amazon ads.
- You want to test on 5 products without touching your campaigns.
- You run Amazon PPC for clients and want published per-client prices.
Frequently asked
Mirox vs AdLabs — the questions buyers actually ask.
- Which is cheaper, AdLabs or Mirox?
- It depends on your spend. AdLabs Core is $120 a month plus 1% of ad spend; Mirox Growth is a flat $449. Below about $33K a month of ad spend, Core costs less. Above it, Mirox costs less, and the gap grows with every dollar you spend. AdLabs also has a free plan for small accounts.
- What is the difference between approving changes and running on autopilot?
- AdLabs proposes each change and waits for a person to sign it off. Mirox makes the change itself, inside the target ACoS and change limits you set, and writes down the reason; you can read any decision afterwards, export them all, or stop everything with the kill switch.
Compare against your own AdLabs setup
The matrix is one thing. Your account is another.
Try Mirox on your real account next to AdLabs — 14 days free, and your existing campaigns stay untouched.
Pricing verified Sep 2026 · disagree with a row? info@mirox.pt