Proven Case Study — Real Results

Turn your Amazon Ads investment into real sales

The first AI-powered Amazon Ads system built for the Mexico marketplace. Diagnostics, automation, and optimization with full transparency.

15.43x
Proven ROAS
95%
Prediction accuracy
6.48%
ACoS (target: <35%)
3 wks
To see results

If you sell on Amazon Mexico, this sounds familiar

Most brands on Amazon spend on advertising without knowing if it actually works. Here are the symptoms.

💸

Spending on ads with no clear return

You invest every month in Amazon Ads but can't tell how much you actually sell thanks to advertising. The numbers don't add up.

📑

Reports you don't understand

Your agency sends pretty PDFs with charts but it's never clear what changes they made and why.

🗑

Money wasted on keywords that don't convert

Irrelevant searches eat your budget. On average, we find over $1,000 MXN/month in wasted ad spend per brand.

🔎

Amazon Ads is a black box

You don't know which campaigns work, which keywords drive sales, or how optimization decisions are made.

A system that turns data into sales

Linnda combines strategy, automation, and AI in a production-proven system.

1

Data-driven strategy

4-level KPI monitoring framework, Mexico-specific benchmarks, and a proven campaign architecture across 3 growth phases.

BigQuery + KPI Framework
2

Intelligent automation

3 workflows that analyze daily data, detect anomalies, generate weekly optimizations, and execute changes via API — all automated.

n8n + Amazon Ads API v3
3

Full transparency

Every optimization has a unique ID, an impact prediction, and a 7-day evaluation. 95% prediction accuracy. No black boxes.

INS System + Tracking

Sarai's Spreads: from guessing to 15x return

Sarai's Spreads
Premium almond butters • Amazon Mexico • 3 weeks
15.43x
ROAS
Target: >3x
6.48%
ACoS
Target: <35%
94%
Effectiveness
15 of 16 optimizations positive
$23.2K
MXN/mo captured
Revenue via exact keywords

What we did

  • 17 optimizations executed with precision tracking
  • $1,120 MXN/mo in waste eliminated (non-converting keywords)
  • 5 campaigns structured with intelligent naming
  • Automated daily and weekly analysis
  • BigQuery dashboard with real-time data

Keywords discovered

  • "crema de matcha" — 134x ROAS
  • "sarais spreads" — 78x ROAS (branded)
  • "crema de almendras sin azucar" — 21.5x ROAS
  • "crema de almendras" — 11.8x ROAS
  • Maca Canela 230g — Star SKU, 22.1x ROAS

“In 3 weeks, Linnda's system identified opportunities that months of manual management had missed. The transparency in every change and 95% prediction accuracy gave us the confidence to scale.”

From diagnostic to results in 4 steps

A clear, measurable process with no surprises.

Free diagnostic

We analyze your current campaigns (or your potential if you don't have any): structure, keywords, spend, and missed opportunities.

Free • No commitment

Custom proposal

We present a plan with immediate quick wins, result projections, and the recommended structure for your products.

Based on your real data

Setup & infrastructure

We configure BigQuery, campaigns with proven architecture, automated workflows, and direct API connection to Amazon.

7–14 days

Continuous optimization

Every week: automated analysis, optimization instructions with impact predictions, execution, and clear reporting.

Weekly reports

Why Amazon Mexico is the most profitable marketplace in 2026

The Mexican marketplace has advantages that mature markets have already lost.

10-20x
Cheaper CPCs

Average CPC in Mexico is $1.40 MXN (~$0.07 USD) vs $0.50-$1.50 USD in the United States.

Low
Ad competition

Few brands use Amazon Ads professionally in Mexico. It's a "blue ocean" of opportunity.

15-25%
Conversion rate

Similar to USA in key categories like Grocery, Health, and Beauty. Mexican consumers buy.

>70%
Mobile shopping

Over 70% of Amazon Mexico purchases are from mobile devices. We optimize for this reality.

What you need to know about Amazon Ads in Mexico

The first 14 days are for algorithm learning — we don't make changes to let data accumulate. Starting week 3, we optimize and results are measurable. In the Sarai's Spreads case, we achieved 15.43x ROAS in the first 3 weeks. Results vary by category, product, and competition, but significant improvements are typically seen in the first month.

The system works for any category on Amazon Mexico. Categories where we've seen the best performance include Grocery & Gourmet, Health & Personal Care, Beauty, Home, and Baby. What's essential is having a product with a good listing (optimized title, quality images, at least 15 reviews with 4+ stars) and sufficient gross margin to invest in advertising (>40%).

You just need: (1) an active product on Amazon Mexico with FBA, (2) access to your Amazon Ads account, and (3) a minimum budget of $5,000 MXN/month (~$250 USD) for advertising. No technical knowledge required — we handle all the infrastructure, campaigns, and optimization. The first step is the free diagnostic.

Three fundamental differences: (1) System, not people — we use automation and AI to analyze data daily, not an account exec reviewing manually once a month. (2) Measurable transparency — every optimization has an ID, an impact prediction, and a 7-day evaluation; our accuracy is 95%. (3) Proven results — we don't promise generic numbers, we show a real case with documented 15.43x ROAS.

The average CPC on Amazon Mexico is $1.40 MXN (approximately $0.07 USD), which is 10 to 20 times cheaper than in the United States. This means with relatively small budgets ($250-$1,000 USD/month) you can compete effectively. Conversion rates are similar to USA (15-25% in categories like Grocery), making the ROI exceptional in the Mexican marketplace.

Yes, absolutely. Every change we make is logged as an "Instruction" (INS) with: what was changed, why, what's the estimated impact, and what was the actual result after 7 days. You also receive a weekly report with all key metrics. Everything is recorded in a data dashboard you can access at any time.

Request your free diagnostic

We analyze your Amazon Ads campaigns (or your potential) and show you exactly where you're losing money and how to capture it.

No commitment. Response within 24 hours.

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