# Amazon sales estimator 📊 Human Guide

## What This Is For
Amazon sales volume estimator for sellers and product researchers. It gives the agent a clearer input/output frame for go-to-market work: what context to ask for, what decisions to make, and what usable artifact to return.

Use this as a human-readable version of the Amazon sales estimator 📊 agent skill. It is meant for marketers, operators, founders, and other non-coders who want the workflow without reading agent-specific implementation instructions.

## When To Use This
- Use this when you need a repeatable process for amazon sales estimator 📊.
- Use this when the task needs judgment, examples, constraints, or a clear output format rather than a one-off prompt.
- Use this when you want to hand an AI assistant enough context to produce a usable marketing artifact.

## When Not To Use This
- Do not use this when you only need a quick factual answer.
- Do not use this when the work depends on private data you cannot share with the assistant.
- Do not use this as a replacement for legal, compliance, financial, or medical review.

## What You Need Before Starting
- The goal or business outcome you want.
- The audience, customer segment, or market context.
- Any source material the assistant should respect, such as notes, briefs, examples, URLs, or brand guidance.
- Constraints such as tone, length, channel, deadline, region, or approval requirements.
- A clear definition of what a good final answer should look like.

## Step-By-Step Workflow
1. State the job clearly: "Use the Amazon sales estimator 📊 guide to help me with..."
2. Add context: audience, goal, offer, channel, source material, and constraints.
3. Ask the assistant to identify missing inputs before producing the final output.
4. Have the assistant follow the skill-specific guidance below.
5. Review the result against the final checklist and ask for revisions where needed.

## Skill-Specific Guidance
- **BSR-to-sales conversion**: Estimate monthly unit sales from Best Seller Rank using category-specific formulas
- **Revenue calculation**: Monthly sales × price = estimated monthly revenue
- **Market sizing**: Aggregate sales across products in a keyword search
- **Price band analysis**: Distribution of sales across price ranges
- **Competition breakdown**: Top sellers vs long-tail distribution
- **Multi-marketplace**: US, UK, DE, FR, IT, ES, JP, CA, AU, IN, MX, BR
- **Receive input**: BSR, Category, Price, Marketplace
- **Look up base sales**: Use BSR-to-sales reference table for the marketplace
- **Apply category multiplier**: Adjust based on category (Electronics 1.2x, Clothing 0.8x, etc.)
- **Calculate monthly units**: Base sales × category multiplier
- **Calculate revenue**: Monthly units × price
- **Output results**: Monthly units, daily units, monthly revenue

## Decision Points And Nuance
The original skill emphasizes: Installation, Three Modes, Capabilities, Handling Incomplete Input, Mode A — BSR Calculator, Input, Usage Examples, Workflow, Output, Mode B — ASIN Lookup.

Use these questions to steer the work:
- What is the intended audience or buyer?
- What source material must be preserved?
- What should the assistant optimize for: clarity, persuasion, accuracy, speed, creativity, or conversion?
- What examples represent the desired quality bar?
- What should the assistant avoid?

## Common Mistakes
- If the user's intent is unclear or information is missing, guide them with all options and required inputs upfront:
- > I can help you estimate Amazon sales in 3 ways. Pick one and provide the required info:
- > - BSR (required): e.g., 1500
- > - Category (required): e.g., Home & Kitchen
- > - Price (required): e.g., $24.99
- > - ASIN or URL (required): e.g., B09V3KXJPB
- > - Keyword (required): e.g., "yoga mat"
- | Field | Required | Description | Example |

## Copy-And-Paste Prompt
```text
Use the Amazon sales estimator 📊 human guide.

My goal:
[Describe the business outcome]

Audience:
[Describe who this is for]

Context and source material:
[Paste notes, examples, links, or existing copy]

Constraints:
[Tone, length, channel, timeline, must-include items, must-avoid items]

Before producing the final output, ask me for any missing information that would materially improve the result.
```

## Final Checklist
- [ ] The output matches the original goal.
- [ ] The audience and context are reflected in the answer.
- [ ] Important constraints and source material were preserved.
- [ ] The assistant made the relevant decisions explicit.
- [ ] The final artifact is ready to use, review, or hand to the next person.

## Source
This guide was generated from the nexscope-ai/amazon-skills skill entry for `amazon-sales-estimator`.

## Source Skill Notes
These notes preserve the nuance from the original skill. Use them as supporting reference when the workflow above feels too generic.

# Amazon Sales Estimator 📊

Estimate monthly sales from BSR, analyze market size, and benchmark competitor performance. No API key — works out of the box.

## Installation

```bash
npx skills add nexscope-ai/Amazon-Skills --skill amazon-sales-estimator -g
```

## Three Modes

| Mode | When to Use | Input | Output |
|------|-------------|-------|--------|
| **A — BSR Calculator** | Quick estimate from known BSR | BSR + Marketplace + Price + Category | Monthly units, monthly revenue |
| **B — ASIN Lookup** | Estimate sales for a specific product | ASIN or product URL | Auto-fetch data + sales estimate |
| **C — Keyword Market Analysis** | Size a niche opportunity | Keyword (+ optional marketplace) | Total market sales, top sellers, price distribution |

## Capabilities

- **BSR-to-sales conversion**: Estimate monthly unit sales from Best Seller Rank using category-specific formulas
- **Revenue calculation**: Monthly sales × price = estimated monthly revenue
- **Market sizing**: Aggregate sales across products in a keyword search
- **Price band analysis**: Distribution of sales across price ranges
- **Competition breakdown**: Top sellers vs long-tail distribution
- **Multi-marketplace**: US, UK, DE, FR, IT, ES, JP, CA, AU, IN, MX, BR

## Handling Incomplete Input

If the user's intent is unclear or information is missing, guide them with all options and required inputs upfront:

**User says:** `"Help me estimate Amazon sales"` or `"I want to check sales"`

**Agent should respond:**

> I can help you estimate Amazon sales in 3 ways. Pick one and provide the required info:
>
> **A. BSR Calculator** — Quick estimate from BSR number
> - BSR (required): e.g., 1500
> - Category (required): e.g., Home & Kitchen
> - Price (required): e.g., $24.99
> - Marketplace (optional, default US)
>
> **B. ASIN Lookup** — Check sales for a specific product
> - ASIN or URL (required): e.g., B09V3KXJPB
> - Marketplace (optional, default US)
>
> **C. Market Analysis** — Size a keyword/niche opportunity
> - Keyword (required): e.g., "yoga mat"
> - Marketplace (optional, default US)
> - Filters (optional): price range, min reviews
>
> Example: "Mode A: BSR 1500, Home & Kitchen, $24.99" or "Mode B: B09V3KXJPB"

---

## Mode A — BSR Calculator

### Input

| Field | Required | Description | Example |
|-------|----------|-------------|---------|
| **BSR** | ✅ | Best Seller Rank number | 1500 |
| **Marketplace** | ✅ | Amazon site | US, UK, DE, JP... |
| **List Price** | ✅ | Product price | $24.99 |
| **Category** | ✅ | Product category | Home & Kitchen |

### Usage Examples

```
Estimate sales for BSR 1500 in Home & Kitchen on Amazon US, price $24.99
```

```
BSR 500, category Electronics, marketplace DE, price €39.99
```

```
What's the monthly sales for a product ranked #10,000 in Sports & Outdoors at $15.99?
```