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amazon-sales-estimator

from nexscope-ai/Amazon-Skills · ★ 400 on GitHub · found by our crawler 2026-07-07

What the author says it does

Amazon sales volume estimator for sellers and product researchers. Estimate monthly sales and revenue from BSR (Best Seller Rank), ASIN, or keyword. Three modes: (A) BSR Calculator — input BSR + marketplace + price + category to get instant sales estimate, (B) ASIN Lookup — input ASIN to auto-fetch data and estimate sales, (C) Keyword Market Analysis — input keyword to analyze total market size and competition. Works on 12 Amazon marketplaces. No API key required. Use when: (1) estimating how many units a product sells per month, (2) sizing a market or niche opportunity, (3) analyzing competitor sales performance, (4) comparing sales across price points, (5) identifying top sellers vs long-tail distribution.

Quoted from the skill's own SKILL.md trigger description — this is what tells Claude when to activate it. Not yet verified by us.

Automated screening

100/100 validator score

Scored by the same rules as our free SKILL.md validator: trigger description quality, body substance, structure. Automated — a human bench test is the next step in the pipeline.

Install (unverified — review first)

git clone https://github.com/nexscope-ai/Amazon-Skills
# skill lives at: amazon-sales-estimator/SKILL.md

SkillProof status

This skill is in our test queue. We install every skill in a clean environment, run a trigger battery and score output against a baseline before it earns a catalog page — the full protocol is public. Until then, treat it like any unreviewed dependency: read the SKILL.md and any scripts before installing.

Already tested in SEO & Search

  • SEO Audit ★ 9.6/10 Structured technical/on-page/content SEO audit that explicitly flags a real trap: static fetch tools can't see JS-injected schema markup.
  • Programmatic SEO ★ 9.6/10 12-playbook framework for templated pages at scale (locations, comparisons, integrations, glossary...) with an explicit thin-content guardrail checklist.
  • Schema Markup ★ 9.6/10 JSON-LD generator/validator for schema.org rich-results markup.
  • AI SEO ★ 9.6/10 GEO: AI-crawler access checks, extractable content structure, citation tracking.

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