New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Shopify Admin Traffic By Page Report

by 40RTY-ai in 40RTY-ai/shopify-admin-skills

Report sessions, conversion rate, and bounce rate for every product and collection page using Shopify's analytics API — surfaces which pages earn eyeballs and which convert them.

MITAuto-check passedMarketing & SEO

Install Shopify Admin Traffic By Page Report

skills CLI
$ npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-traffic-by-page-report -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install 40RTY-ai/shopify-admin-skills shopify-admin-traffic-by-page-report --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/40RTY-ai/shopify-admin-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/conversion-optimization/shopify-admin-traffic-by-page-report .claude/skills/shopify-admin-traffic-by-page-report && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
shopify-admin-traffic-by-page-report
GitHub stars
194
Token cost
~2k tokens
SKILL.md length
694 words
Files
1
Skills in repo
116
Repo updated
First seen
Licence
MIT

At a glance

Report sessions, conversion rate, and bounce rate for every product and collection page using Shopify's analytics API — surfaces which pages earn eyeballs and which convert them.

  • Works in 2 steps: OPERATION: shopifyqlQuery — query (all… → In-memory filtering: Filter rows where…
  • Tasks that involve Conversion rate optimization
  • SKILL.md covers Purpose, Prerequisites, Parameters and Workflow Steps, plus 5 more sections
  • Calls shopify

What it does

Shopify Admin Traffic By Page Report is an agent skill from 40RTY-ai/shopify-admin-skills. Report sessions, conversion rate, and bounce rate for every product and collection page using Shopify's analytics API — surfaces which pages earn eyeballs and which convert them.

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Claude Code, Cursor, Codex, Gemini CLI

It sits in Marketing & SEO, covering Conversion rate optimization. It works with Shopify. The repository describes itself as: Community-maintained AI agent skills for operating Shopify stores — workflows, optimization, reports and more. The licence is MIT.

When your agent uses it

  • Tasks that involve Conversion rate optimization

Example prompts

  • “/shopify-admin-traffic-by-page-report”

Requirements

  • Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. OPERATION: shopifyqlQuery — query (all landing pages)
  2. In-memory filtering: Filter rows where landing_page_path starts with /products/ (product pages) or /collections/ (collection pages); apply…

What it can do on your machine

Read from SKILL.md and the folder at commit 6765cb4. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • shopify

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Claude Code, Cursor, Codex, Gemini CLI

    From compatibility in the SKILL.md frontmatter.

Context cost

Shopify Admin Traffic By Page Report loads about 2k tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 694 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~54
When it runs · the whole SKILL.md, loaded when a task matches
~2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from 40RTY-ai/shopify-admin-skills at commit 6765cb4, republished under its MIT licence (© 40RTY-ai). 694 words, ~2,009 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-admin-traffic-by-page-report/SKILL.md (or your agent's skills folder).
name
shopify-admin-traffic-by-page-report
description
Report sessions, conversion rate, and bounce rate for every product and collection page using Shopify's analytics API — surfaces which pages earn eyeballs and which convert them.
compatibility
Claude Code, Cursor, Codex, Gemini CLI
role
conversion-optimization
toolkit
shopify-admin, shopify-admin-execution
api_version
2025-01
graphql_operations
shopifyqlQuery:query
status
stable

Purpose

Queries Shopify's built-in analytics engine (ShopifyQL) to surface session-level traffic data scoped to product and collection pages. Shows which pages are attracting the most traffic, how many sessions convert to orders, and where visitors are bouncing — ready input for SEO prioritisation, merchandising focus, and A/B test targeting. Read-only — no mutations are executed.

Prerequisites

  • Authenticated Shopify CLI session: shopify auth login --store <domain>
  • API scopes: read_reports
  • Shopify plan: ShopifyQL analytics is available on Basic and above; availability of sessions as a data source requires Shopify plan or higher

Parameters

ParameterTypeRequiredDefaultDescription
storestringyes—Store domain (e.g., mystore.myshopify.com)
formatstringnohumanOutput format: human or json
dry_runboolnofalsePreview operations without executing mutations
days_backintegerno30Lookback window in days (e.g., 30 = last 30 days)
page_typestringnobothFilter to: products, collections, or both
top_nintegerno25Number of pages to show in the ranked output
sort_bystringnosessionsRanking metric: sessions, conversion_rate, or bounce_rate

Workflow Steps

  1. OPERATION: shopifyqlQuery — query (all landing pages) Inputs: ShopifyQL string FROM sessions SHOW sessions, conversion_rate GROUP BY landing_page_path SINCE -<days_back>d UNTIL today ORDER BY sessions DESC LIMIT 250; sessions and conversion_rate are the confirmed available metrics for this data source Expected output: All landing pages with session counts and conversion rates; paginate via OFFSET if result count equals 250

  2. In-memory filtering: Filter rows where landing_page_path starts with /products/ (product pages) or /collections/ (collection pages); apply page_type parameter; sort by sort_by; truncate to top_n; flag pages with sessions above median and conversion_rate < 0.02 as high_traffic_low_conversion

Note: ShopifyQL does not support LIKE, WHERE string prefix filters, or aggregate aliases that shadow reserved column names (sessions, conversion_rate). All page-type filtering must be done in-memory after fetching all rows.

GraphQL Operations

graphql
# shopifyqlQuery:query (page traffic) — validated against api_version 2025-01
query TrafficByPage($query: String!) {
  shopifyqlQuery(query: $query) {
    parseErrors
    tableData {
      columns {
        name
        dataType
        displayName
      }
      rows
    }
  }
}

The $query variable (single call — all landing pages, filtered in-memory):

FROM sessions
SHOW sessions, conversion_rate
GROUP BY landing_page_path
SINCE -<days_back>d
UNTIL today
ORDER BY sessions DESC
LIMIT 250

Then filter rows in-memory:

  • Product pages: landing_page_path.startsWith('/products/')
  • Collection pages: landing_page_path.startsWith('/collections/')
  • conversion_rate is returned as a decimal (e.g. 0.016 = 1.6%) — multiply by 100 for display

Confirmed live against 2025-01: sessions (INTEGER) and conversion_rate (PERCENT) are the available metrics. WHERE … LIKE, bounce_rate, converted_sessions, and aggregate aliases that shadow reserved names are not supported in ShopifyQL FROM sessions.

Session Tracking

Claude MUST emit the following output at each stage. This is mandatory.

On start, emit:

╔══════════════════════════════════════════════╗
║  SKILL: traffic-by-page-report               ║
║  Store: <store domain>                       ║
║  Started: <YYYY-MM-DD HH:MM UTC>             ║
╚══════════════════════════════════════════════╝

After each step, emit:

[N/TOTAL] <QUERY|MUTATION>  <OperationName>
          → Params: <brief summary of key inputs>
          → Result: <count or outcome>

On completion, emit:

For format: human (default):

══════════════════════════════════════════════
OUTCOME SUMMARY
  Lookback window:      <days_back> days
  Page type:            <products|collections|both>
  Pages analysed:       <n>
  Top session page:     <path> (<n> sessions)
  Top converting page:  <path> (<pct>%)
  Errors:               0
  Output:               traffic_by_page_<date>.csv
══════════════════════════════════════════════

For format: json, emit:

json
{
  "skill": "traffic-by-page-report",
  "store": "<domain>",
  "started_at": "<ISO8601>",
  "completed_at": "<ISO8601>",
  "dry_run": false,
  "steps": [
    { "step": 1, "operation": "ProductPageTraffic", "type": "query", "params_summary": "products, last <days_back> days", "result_summary": "<n> product pages returned", "skipped": false },
    { "step": 2, "operation": "ProductPageTraffic", "type": "query", "params_summary": "collections, last <days_back> days", "result_summary": "<n> collection pages returned", "skipped": false }
  ],
  "outcome": {
    "days_back": 30,
    "page_type": "both",
    "pages_analysed": 0,
    "results": [],
    "errors": 0,
    "output_file": "traffic_by_page_<date>.csv"
  }
}
Show full SKILL.md (302 more words)Show less

Output Format

CSV file traffic_by_page_<YYYY-MM-DD>.csv with one row per page:

ColumnDescription
page_typeproduct or collection
page_pathURL path (e.g., /products/red-sneaker)
sessionsTotal sessions landing on this page
conversion_rate_pctConversion rate as a percentage (API returns decimal; multiplied by 100)
optimisation_flaghigh_traffic_low_conversion if sessions > median and conversion_rate < 2%

For format: human, a ranked table is printed inline truncated to top_n, followed by a short list of optimisation candidates flagged with high_traffic_low_conversion.

Error Handling

ErrorCauseRecovery
parseErrors non-emptyInvalid ShopifyQL syntax — each error is a plain stringLog each string, surface to user; common causes: aliasing a reserved column name (sessions, conversion_rate), using LIKE, or referencing a non-existent column like converted_sessions or bounce_rate
tableData is nullNo analytics data for the periodExtend days_back; confirm the store has traffic
ACCESS_DENIED / read_reports scope missingScope not granted at auth timeRe-authenticate adding read_reports scope
THROTTLEDAnalytics query rate limitWait 2 s, retry up to 3 times
No product/collection rows after filteringDev/test store or no direct landing traffic to catalog pagesWiden days_back; note that most traffic may enter via homepage

Best Practices

  1. A conversion_rate_pct below 1% on a high-traffic product page is worth investigating — check whether the product is out of stock, has poor images, or lacks a clear call-to-action.
  2. Collection pages with high bounce rates often signal a poor match between the ad or search term that drove the session and the collection content — review the collection SEO title.
  3. Use page_type: products after a new product launch to track early traction without noise from collection traffic.
  4. Combine with top-product-performance to correlate high-converting pages with the products generating the most actual revenue.
  5. Re-run the report weekly after making on-page changes (copy, imagery, pricing) to measure the impact — the 7-day window (days_back: 7) isolates post-change behaviour cleanly.

© 40RTY-ai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/conversion-optimization/shopify-admin-traffic-by-page-report of 40RTY-ai/shopify-admin-skills.

Open the folder on GitHubat commit 6765cb4

Compare with similar skills

Shopify Admin Traffic By Page Report next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Shopify Admin Traffic By Page Report compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Shopify Admin Traffic By Page Report this skill40RTY-ai/shopify-admin-skills194—~2kAutomated safety check: PassMIT
Google Analytics 4 Setupooiyeefei/ccc495—~2.2kAutomated safety check: PassMIT
Shopifythatrebeccarae/claude-marketing161—~2.4kAutomated safety check: NotesMIT
Shopify Marketingnexscope-ai/eCommerce-Skills1.1k—~3.8kAutomated safety check: PassMIT
E-commerce Visual Copywritingfeichanggege/ecommerce-visual-copywriting-skill867—~1.3kAutomated safety check: PassMIT
Cro Optimizationognjengt/founder-skills447—~2.4kAutomated safety check: PassMIT

Similar skills

  • Google Analytics 4 Setup

    ooiyeefei/ccc

    Sets up GA4 on a website and wires one real conversion event end to end, verified in DebugView before any money goes into ads.

    495 GitHub stars~2.2k tokensUpdated 2 mo ago
    Marketing & SEOAuto-check passed

  • Shopify

    thatrebeccarae/claude-marketing

    Shopify e-commerce platform marketing expertise. An agent skill from thatrebeccarae/claude-marketing.

    161 GitHub stars~2.4k tokensUpdated 4 mo ago
    Marketing & SEOAuto-check: notes

  • Shopify Marketing

    nexscope-ai/eCommerce-Skills

    Comprehensive Shopify marketing strategy and execution. An agent skill from nexscope-ai/eCommerce-Skills.

    1.1k GitHub stars~3.8k tokensUpdated 1 mo ago
    Marketing & SEOAuto-check passed

  • E-commerce Visual Copywriting

    feichanggege/ecommerce-visual-copywriting-skill

    Turns product details, packaging, target platform and audience into an executable e-commerce image plan with copy, storyboards, image prompts and a compliance review.

    867 GitHub stars~1.3k tokensUpdated 24 days ago
    Writing & ContentAuto-check passed

  • Cro Optimization

    ognjengt/founder-skills

    Analyzes landing pages and provides detailed CRO (Conversion Rate Optimization) recommendations.

    447 GitHub stars~2.4k tokensUpdated 4 mo ago
    Marketing & SEOAuto-check passed

  • LaunchAudit

    buildfastwithai/gen-ai-experiments

    Audits a startup, app or landing page from a URL, localhost, repository, screenshots or copy, then gives a launch-readiness verdict, prioritized fixes and an HTML report.

    785 GitHub stars~1.8k tokensUpdated 19 days ago
    Marketing & SEOAuto-check passed

More from 40RTY-ai/shopify-admin-skills

All 116 skills in this repo

  • Shopify Admin Abandoned Cart Recovery

    40RTY-ai/shopify-admin-skills

    Query checkouts abandoned in the last N days, generate unique discount codes per customer, and tag them for re-engagement.

    194 GitHub stars~1.9k tokensUpdated 1 mo ago
    Auto-check passed

  • Shopify Admin Address Correction

    40RTY-ai/shopify-admin-skills

    Update the shipping address on an unfulfilled order before it ships.

    194 GitHub stars~1.5k tokensUpdated 1 mo ago
    Auto-check passed

  • Shopify Admin Agentic Crawler Access

    40RTY-ai/shopify-admin-skills

    Edit the theme's robots.txt.liquid to explicitly allow AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, Amazonbot) so AI assistants are permitted to read the catalog.

    194 GitHub stars~1.8k tokensUpdated 1 mo ago
    Auto-check passed

  • Shopify Admin Agentic Description Enrichment

    40RTY-ai/shopify-admin-skills

    Rewrite thin product descriptions into structured, fact-rich copy (materials, fit, use-cases, the words shoppers actually type) so AI agents have something concrete to quote and match.

    194 GitHub stars~1.6k tokensUpdated 1 mo ago
    Auto-check passed

  • Shopify Admin Agentic Image Alt Text

    40RTY-ai/shopify-admin-skills

    Generate and set descriptive alt text on product images so AI agents (which can't 'see' pixels) can understand and recommend what each product looks like.

    194 GitHub stars~1.6k tokensUpdated 1 mo ago
    Auto-check passed

  • Shopify Admin Agentic LLMs Txt

    40RTY-ai/shopify-admin-skills

    Generate and publish an /llms.txt guide (brand summary, flagship products, key policies, contact) via a theme template so AI assistants get a curated, machine-readable map of the store.

    194 GitHub stars~1.8k tokensUpdated 1 mo ago
    Auto-check passed

Works with

Categories

Questions about Shopify Admin Traffic By Page Report

What does Shopify Admin Traffic By Page Report do?

Report sessions, conversion rate, and bounce rate for every product and collection page using Shopify's analytics API — surfaces which pages earn eyeballs and which convert them. Shopify Admin Traffic By Page Report is an agent skill from 40RTY-ai/shopify-admin-skills. Report sessions, conversion rate, and bounce rate for every product and collection page using Shopify's analytics API — surfaces which pages earn eyeballs and which convert them.

When should I use Shopify Admin Traffic By Page Report?

Shopify Admin Traffic By Page Report fits situations like: tasks that involve Conversion rate optimization.

How do I install Shopify Admin Traffic By Page Report in Claude Code?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-traffic-by-page-report -a claude-code`. Or copy the skill folder (skills/conversion-optimization/shopify-admin-traffic-by-page-report in 40RTY-ai/shopify-admin-skills) into .claude/skills/shopify-admin-traffic-by-page-report in your project. Claude Code loads it when a task matches its description.

How do I install Shopify Admin Traffic By Page Report in Codex?

Run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-traffic-by-page-report -a codex`. Or copy the skill folder (skills/conversion-optimization/shopify-admin-traffic-by-page-report in 40RTY-ai/shopify-admin-skills) into .agents/skills/shopify-admin-traffic-by-page-report in your project. Codex loads it when a task matches its description.

Can I use Shopify Admin Traffic By Page Report in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add 40RTY-ai/shopify-admin-skills --skill shopify-admin-traffic-by-page-report -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/shopify-admin-traffic-by-page-report, .gemini/skills/shopify-admin-traffic-by-page-report, .github/skills/shopify-admin-traffic-by-page-report and .opencode/skills/shopify-admin-traffic-by-page-report in your project.

What does Shopify Admin Traffic By Page Report need to run?

Going by SKILL.md and its folder, Shopify Admin Traffic By Page Report needs the command-line tools its instructions call (shopify). Compatibility (from SKILL.md): Claude Code, Cursor, Codex, Gemini CLI.

Does Shopify Admin Traffic By Page Report access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Shopify Admin Traffic By Page Report safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Shopify Admin Traffic By Page Report use?

Shopify Admin Traffic By Page Report is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Shopify Admin Traffic By Page Report use?

About 2k tokens (SKILL.md is roughly 8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Shopify Admin Traffic By Page Report?

Skills that share tags, products or a category with Shopify Admin Traffic By Page Report: Google Analytics 4 Setup (ooiyeefei/ccc, 495 stars), Shopify (thatrebeccarae/claude-marketing, 161 stars), Shopify Marketing (nexscope-ai/eCommerce-Skills, 1.1k stars) and E-commerce Visual Copywriting (feichanggege/ecommerce-visual-copywriting-skill, 867 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shopify Admin Traffic By Page Report?

40RTY-ai (a GitHub organization) maintains it in 40RTY-ai/shopify-admin-skills, which has 194 GitHub stars. The repository holds 116 skills in this directory. The repository was last updated on August 14, 2026.

Source: 40RTY-ai/shopify-admin-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.