Agent skill · Audited from source

Profit Margin Calculator Shopify

skill · nexscope-ai/eCommerce-SkillsMIT licenceAudited 19 Oct 2026 · source 3e6c611584c3

★ 1,192pushed 54 days agoversion 1.0.0
✓SAFEGrade B · 89/100 · 19 Oct 2026 · 3e6c611
1,192repo stars · whole nexscope-ai/eCommerce-Skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 3e6c611584c3 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Shopify/DTC profit margin calculator for sellers. Calculate cost breakdowns including ad spend, CAC, payment processing fees, and 3PL costs. Includes LTV/CAC analysis and DTC-specific benchmarks. No API key required.

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Cite this page

ModelsAtlas. “Profit Margin Calculator Shopify (nexscope-ai/eCommerce-Skills)”. Retrieved 19 Oct 2026. https://modelsatlas.com/skills/nexscope-ai/profit-margin-calculator-shopify

Trust audit

Audit 0.4.1 · source read 19 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codePASS0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 3e6c611584c3 · 19 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publishernexscope-ai GitHub organizationOwner of the repository this skill is read from
  • Source foldernexscope-ai/eCommerce-Skills/profit-margin-calculator/profit-margin-calculator-shopifyThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdict3e6c611584c3A new audit runs when the source changes
  • Repository statusNot archivedLast push 54 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Shopify/DTC profit margin calculator for sellers. Calculate cost breakdowns including ad spend, CAC, payment processing fees, and 3PL costs. Includes LTV/CAC analysis and DTC-specific benchmarks. No API key required.

---
name: profit-margin-calculator-shopify
version: 1.0.0
description: "Shopify/DTC profit margin calculator for sellers. Calculate cost breakdowns including ad spend, CAC, payment processing fees, and 3PL costs. Includes LTV/CAC analysis and DTC-specific benchmarks. No API key required."
metadata: {"nexscope":{"emoji":"💰","category":"ecommerce"}}
---

# Profit Margin Calculator — Shopify/DTC 💰

Calculate product profitability for Shopify and DTC stores — cost breakdowns, profit margins, and CAC/LTV analysis.

## Installation

```bash
npx skills add nexscope-ai/eCommerce-Skills --skill profit-margin-calculator-shopify -g
```

## Cost Components

| Cost Item | Description | Notes |
|-----------|-------------|-------|
| Product Cost | FOB purchase price | - |
| Inbound Shipping | To 3PL warehouse | - |
| 3PL Fulfillment | ShipBob/Deliverr etc. | - |
| **Payment Processing** | 2.9% + $0.30 | Shopify Payments |
| **Advertising** | 20-40% | Main cost ⚠️ |
| Return Cost | Return processing | - |
| Customer Shipping | If free shipping offered | Optional |

## DTC Characteristics

- **No platform commission**: Only payment processing fees
- **High ad spend ratio**: 20-40%, main cost driver
- **Requires high margins**: 60%+ gross margin to support ads
- **Focus on LTV/CAC**: Recommended >3

## Key Metrics

| Metric | Recommended |
|--------|-------------|
| Gross Margin | >60% |
| Net Margin | >20% |
| LTV/CAC | >3 |
| Repeat Rate | Higher = better |

## Usage

```bash
python3 scripts/calculator.py

python3 scripts/calculator.py '{"selling_price": 49.99, "ad_spend_ratio": 0.20, "product_cost": 12}'
```

## Output Example

```
💰 **Shopify/DTC Profit Analysis Report**

Selling Price         $49.99   100.0%
────────────────────────────────────────
Product Cost          -$12.00    24.0%
3PL Fulfillment       -$4.50     9.0%
Payment Processing    -$1.75     3.5%
Advertising           -$10.00    20.0%  ⬅️ Main cost
...
────────────────────────────────────────
Net Profit            $18.59    37.2%

💡 Max Affordable CAC: $10.00
```

## DTC Golden Ratios

```
DTC Health Formula:
├── Gross Margin > 60%
├── Ad Spend < 30%
├── Fulfillment < 15%
├── Net Margin > 15%
└── LTV/CAC > 3
```

## vs Amazon

| Item | Amazon | Shopify/DTC |
|------|--------|-------------|
| Platform fee | 8-15% | 0% |
| Payment fee | Included | 2.9% + $0.30 |
| Ad spend | 10-20% | 20-40% |
| Margin need | 40%+ | 60%+ |
| Traffic | Platform | Self-built |

---

**Part of [Nexscope AI](https://www.nexscope.ai/?co-from=skill) — AI tools for e-commerce sellers.**

Excerpt, first 2,561 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 3e6c611

Download folder ↗
npx skills add nexscope-ai/eCommerce-Skills --skill profit-margin-calculator-shopify -g

Commands as the repository documents them: shown, never run by us. Our verdict covers commit 3e6c611584c3 only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 3e6c611584c3

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/nexscope-ai/profit-margin-calculator-shopify/badge.svg)](https://modelsatlas.com/skills/nexscope-ai/profit-margin-calculator-shopify/)

The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.

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Questions about Profit Margin Calculator Shopify

What does the Profit Margin Calculator Shopify skill do?
E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy, TikTok Shop, and all platforms.
Is Profit Margin Calculator Shopify safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Profit Margin Calculator Shopify access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (3e6c611584c3), read on 2026-10-19. The repository is watched, and a new audit runs when it changes — this is the first audit.

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