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Get Started Free →Codex-native Amazon PPC keyword research using LaunchFast MCP. Use when the user wants competitor keyword discovery, keyword tiering, or a ready-to-upload Amazon Sponsored Products bulk file from 1-15 ASINs. Requires the LaunchFast MCP tool `amazon_keyword_research`.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | -34% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 1% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -19% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -10% | 0% |
| case-12 | ✗→✓ | ▲ Improved | -41% | 0% |
If needed, ask once for:
Defaults:
LaunchFast-PPC-[YYYY-MM-DD]0.7525./artifacts/launchfast/ppc/launchfast-ppc-[YYYY-MM-DD].tsvRun one keyword-research call across all ASINs when possible:
textamazon_keyword_research(asins=[...], limit=50)
If the ASIN set is too large or results are unwieldy, batch them, but do not require delegation.
For each keyword:
Tiering:
Match mapping:
Bid guidance:
Show:
If the user wants the export, create the parent directory and write a TSV.
Use a deterministic writer such as Python csv.writer with a tab delimiter.
Required output:
Default to this exact tab-separated header and column order:
textProduct Entity Operation Campaign ID Ad Group ID Portfolio ID Ad ID Keyword ID Product Targeting ID Campaign Name Ad Group Name Start Date End Date Targeting Type State Daily Budget SKU ASIN Ad Group Default Bid Bid Custom Text Campaign Type Targeting Expression
Deterministic campaign structure:
Tier1-Exact: Tier 1 keywords as ExactTier1-Phrase: Tier 1 keywords as PhraseTier2-Phrase: Tier 2 keywords as PhraseTier3-Broad: Tier 2 and Tier 3 keywords as BroadGenerate three row types only:
Use:
Start Date: current date in YYYYMMDDTargeting Type: ManualState: enabledCampaign Type: Sponsored ProductsIf the user requests a different Amazon bulk format, switch only with explicit confirmation.
Default answer structure:
If no export is requested, stop after the preview and recommendations.
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