Skill

Stuck on: Competitor ad-budget guesswork

Competitor ad-cost scraper Skill

Use this recipe when: Competitor ad-budget guesswork.

Follow the sequence

Steps

  1. 1

    Provide an Amazon product link and the target date

  2. 2

    Import authorized variant and SellerSprite exports

  3. 3

    Import the corresponding Keepa history

  4. 4

    Run the current FBA revenue calculator with recorded assumptions

  5. 5

    Write one source-linked row per child item and flag missing values

Output contract

What you should get

  • A per-variant ad-cost estimation sheet with sources, assumptions, and unknowns
Copy and adapt

Prompt

Build a reusable competitor ad-cost estimation Skill.
Inputs: {{amazon_product_url}}, {{target_date}}, {{authorized_sellersprite_export}}, {{authorized_keepa_export}}, {{fba_calculator_inputs}}.
Create one row per child ASIN with source timestamp, observed metrics, FBA assumptions, calculation, and confidence notes. Keep missing data blank and label estimates; do not bypass access controls or present estimates as observed spend.
Return a spreadsheet-ready table plus an exceptions log for human review.
Human review boundaryChecked-in recipe sample. Verify facts, permissions, data boundaries, tool access, and every consequential output before operational use.