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🎯 Keyword Harvesting Framework: Turning Auto Campaign Data into Profitable Manual Amazon PPC

Learn how to turn Amazon Auto campaign data into profitable Manual PPC campaigns using a structured keyword harvesting framework. Reduce ACoS, scale winning search terms, and build a repeatable PPC system for long-term growth.

Denis avatar
Written by Denis
Updated this week

πŸ”Ž Overview

Keyword harvesting is the process of identifying high-performing search terms from Automatic campaigns and moving them into structured Manual campaigns for greater control and profitability.

This framework helps Amazon sellers turn raw PPC data into scalable, optimized campaigns. In this guide, you'll learn exactly how to harvest keywords step-by-step β€” without overspending, creating internal competition, or damaging campaign performance.


πŸ‘€ Who This Is For

This guide is ideal for:

  • 🟒 Beginner sellers launching their first PPC campaigns

  • πŸ“‰ Sellers struggling with high ACoS

  • πŸ“Š Sellers who rely only on Auto campaigns and want more control

  • πŸš€ Advanced sellers building scalable PPC systems

  • πŸ‘₯ Brands training team members on structured optimization workflows


🧠 Key Concepts You Need to Know

Before implementing this framework, understand these Amazon advertising terms:

  • Automatic Campaign – Amazon matches your ads to relevant shopper searches based on your listing.

  • Manual Campaign – You choose the keywords and control the bids.

  • Search Term – The exact phrase a shopper typed into Amazon.

  • Keyword – The targeting term you manually add to a campaign.

  • ACoS (Advertising Cost of Sale) – Ad spend Γ· ad revenue.

  • TACoS (Total Advertising Cost of Sale) – Ad spend Γ· total revenue.

  • CTR (Click-Through Rate) – Clicks Γ· impressions.

  • CVR (Conversion Rate) – Orders Γ· clicks.

  • Search Term Report – A downloadable PPC report showing performance data by search term.

πŸ‘‰ The goal of harvesting:
Move converting search terms from Auto campaigns into Manual campaigns where you can control bids, placement, and profitability.


πŸ› οΈ Step-by-Step Keyword Harvesting Framework (Auto β†’ Manual)


Step 1️⃣: Launch a Data-Gathering Auto Campaign

Use your Auto campaign as a discovery engine.

Best Practices:

  • Use one ASIN per campaign (when possible)

  • Set a controlled but competitive daily budget

  • Allow at least 7–14 days before evaluating

  • Avoid frequent bid adjustments early on

Avoid:

  • Making changes every few days

  • Evaluating performance with fewer than 20–30 clicks

Pro Tip πŸ’‘:
If your product serves multiple use cases, consider separating Auto campaigns by variation or category intent.


Step 2️⃣: Download the Search Term Report

Navigate to:

Advertising Console β†’ Reports β†’ Search Term Report

Review data over the last 14–30 days.

Focus on:

  • Orders

  • Sales

  • ACoS

  • Clicks

  • Conversion rate

  • Cost per click (CPC)


Step 3️⃣: Identify Harvesting Candidates

Look for search terms that meet structured criteria.

βœ… Profit-Based Harvesting

  • 2+ orders

  • ACoS at or below your target

  • Strong CVR compared to campaign average

πŸš€ Volume-Based Harvesting

  • High impressions

  • High click activity

  • Early sales traction

πŸ§ͺ Long-Tail Testing

  • 1 sale with low click count

  • High-intent, specific phrases

Pro Tip πŸ’‘:
If your break-even ACoS is 35%, consider prioritizing terms converting at 25–30% to create optimization room.


Step 4️⃣: Move Keywords into Manual Campaigns

Create:

  • Exact Match Campaign (primary control layer)

  • Optional: Phrase Match Campaign (expansion layer)

Add harvested search terms as:

  • Exact match keywords

  • Competitive starting bids

  • Slightly higher bids than Auto (if profitable)

This isolates performance and gives you bid control.


Step 5️⃣: Add Negative Keywords to the Auto Campaign

After moving keywords:

  • Add them as Negative Exact in the Auto campaign

This prevents:

  • Internal competition

  • Inflated CPC

  • Performance dilution

Avoid:
Adding as Negative Phrase unless intentionally blocking variations.


Step 6️⃣: Optimize the Manual Campaign

Once isolated, actively manage performance:

  • Increase bids for strong performers

  • Reduce bids when ACoS rises

  • Monitor Placement Reports

  • Evaluate Top of Search multipliers

Pro Tip πŸ’‘:
Instead of dramatically increasing base bids, test Placement Bid Adjustments first.


πŸ“₯ Downloadable Resource: Weekly Keyword Harvesting Checklist

Keyword harvesting only works when it’s done consistently and methodically.

Because this process includes multiple technical steps β€” pulling reports, applying profitability thresholds, moving keywords, adding negatives, and optimizing placements β€” even experienced sellers can miss critical actions.

To turn this framework into a repeatable operating system, use a structured Keyword Harvesting Checklist.

This checklist helps you:

  • βœ” Avoid forgetting negative keywords

  • βœ” Apply consistent performance criteria

  • βœ” Prevent premature harvesting

  • βœ” Standardize decision-making

  • βœ” Create a scalable PPC routine

If you manage multiple ASINs or work with a team, this checklist can serve as your PPC SOP.


πŸ—‚ What the Checklist Includes

1️⃣ Data Review

  • ☐ 14–30 day date range selected

  • ☐ Break-even ACoS confirmed

  • ☐ Minimum click threshold applied

  • ☐ CVR compared to campaign average

2️⃣ Harvesting Criteria Applied

  • ☐ 2+ profitable orders

  • ☐ Acceptable ACoS

  • ☐ High-intent long-tail identified

3️⃣ Manual Campaign Setup

  • ☐ Added as Exact match

  • ☐ Starting bid calculated

  • ☐ Campaign organized by match type

4️⃣ Auto Cleanup

  • ☐ Added as Negative Exact

  • ☐ Checked for duplication or overlap

5️⃣ Follow-Up Optimization (7 Days Later)

  • ☐ Placement report reviewed

  • ☐ Bid adjustments made

  • ☐ Underperformers reduced or paused

Using this checklist weekly or bi-weekly prevents costly PPC leakage and supports long-term scalability.


πŸ“Š Real-World Examples

Example 1: Beginner Private Label Seller

Seller: New kitchen tools brand
​Problem: Auto campaign ACoS at 48%
​Action Taken:

  • Pulled Search Term Report

  • Identified β€œstainless steel garlic press”

  • 3 orders at 22% ACoS

  • Moved to Exact Manual campaign

  • Added Negative Exact in Auto

Result:

  • Manual campaign stabilized at 19% ACoS

  • Auto ACoS dropped to 38%

  • Overall TACoS improved within 30 days


Example 2: Advanced Brand Scaling

Seller: 7-figure supplement brand
​Problem: Mixed Auto campaign data and wasted spend
​Action Taken:

  • Implemented weekly harvesting workflow

  • Structured campaigns by match type

  • Applied tiered bidding strategy

Result:

  • Reduced wasted spend by 27%

  • Improved CVR by isolating buyer-intent terms

  • Scaled top 15 keywords profitably


⚠️ Common Mistakes to Avoid

❌ Harvesting Too Early

Why sellers do it: Excitement after one sale.
​Do this instead: Wait for meaningful data (2+ orders or strong CVR signal).

❌ Forgetting to Add Negatives

Why it happens: Overlooked during optimization.
​Impact: Self-competition and rising CPC.

❌ Putting All Keywords into One Campaign

Why sellers do it: Simplicity.
​Better approach: Separate by match type and intent.

❌ Over-Increasing Bids Too Quickly

Short-term success does not guarantee stability. Scale gradually.


πŸ“ˆ Expected Results

When implemented consistently, this framework typically leads to:

  • Lower wasted ad spend

  • More stable ACoS

  • Higher conversion rates

  • Clear keyword-level profitability tracking

  • Reduced internal competition

  • Improved TACoS over time

You move from reactive PPC management to structured, scalable advertising control.


❓ FAQs

How often should I harvest keywords?

Every 1–2 weeks once campaigns generate steady data.

Should I pause my Auto campaign after harvesting?

No. Keep it running as a discovery engine.

What if a harvested keyword stops converting?

Reduce bids gradually. If performance does not recover, pause it.

Should I harvest from Broad campaigns too?

Yes. The same Auto β†’ Manual logic applies to Broad β†’ Exact transitions.

How many clicks before deciding a keyword isn’t working?

If a keyword spends 1–1.5Γ— your break-even CPA without a sale, evaluate reducing bids or pausing.

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