Writing & Content e-commerce-seoproduct-schemagoogle-shoppingamazon-seomerchant-apipricing-analysiskeyword-gap

E-commerce SEO Analyzer

Audits product pages, shopping visibility, marketplace competition, and product schema.

FollowSkills review · FSRS-2.0
Not recommended
52/ 100 5-point scale 2.6 / 5
Trust16 / 25 · 3.2/5

The skill shows security awareness through mandatory DataForSEO cost checks, user approval for Amazon calls, credential-missing fallback, and explicit endpoint probing; however, confirmation for arbitrary URL fetching and probing, data-flow disclosure, third-party retention, and comprehensive rollback are incomplete, so 9 points are deducted.

Reliability9 / 20 · 2.3/5

Workflows, cost checks, polling, error cases, and credential-free fallback are documented; however, the referenced scripts, API implementation, and skill-specific tests are not reproducible from the supplied material. Static calibration therefore limits the score to below 10.

Adaptability8 / 15 · 2.7/5

Trigger phrases, URL-or-keyword inputs, standalone mode, and DataForSEO-enhanced mode are reasonably clear; however, the default market is US English, Chinese-language behavior and mainland-China reachability are unspecified, and several functions depend on external services, so 7 points are deducted.

Convention9 / 15 · 3.0/5

The skill provides a name, purpose, argument hint, MIT license, version, command table, references, output template, and error handling; maintenance ownership, update path, changelog, dependency-install details, and some cross-skill references remain incomplete, so 6 points are deducted.

Effectiveness6 / 15 · 2.0/5

Product-page analysis, schema validation, and report templates can support the core task directly; however, live competition, keyword-gap, and UCP results depend on unavailable implementations and external data, with correctness and comparative value not statically verified, so 9 points are deducted.

Verifiability4 / 10 · 2.0/5

The repository materials include CI, tests, pinned dependencies, and security documentation, but these mainly cover shared repository functionality rather than this skill's key paths. The UCP material also depends on a moving specification, so only limited evidence credit is justified.

Evidence confidence:Low Reviewed Jul 20, 2026 Reviewed revision 6cf1ea9fe4c2
Before you use it
  • DataForSEO, Google Shopping, Amazon, and possible UCP probes issue external requests and may incur costs; confirm cost, locale, and data-processing boundaries before each call.
  • The defaults use a US location and English, which may not fit mainland-China users or other markets; set localization explicitly and confirm service reachability.
  • The UCP reference states that the specification is changing and does not provide a stable canonical URL; do not treat its capabilities, adoption, or version claims as verified facts.
  • The skill references multiple scripts and cross-skill components, but the supplied material does not prove interface compatibility for this path; check installed versions and failure output before use.
See the full review method →

What does this skill do, and when should you use it?

This is the e-commerce skill inside AgriciDaniel/claude-seo, focused on product-page optimization, Google Shopping, Amazon marketplace intelligence, Product schema, and marketplace keyword gaps. It works standalone for on-page and schema analysis, with optional DataForSEO Merchant API enrichment for live Google Shopping and Amazon data. The skill produces scoring, pricing, seller, listing-quality, cross-marketplace, and schema outputs. It is a good fit for teams auditing commerce pages and feeds, but live marketplace analysis requires credentials, network access, and cost approval.

Fetches and parses product-page HTML; checks titles, meta descriptions, headings, images, internal links, product content, and technical signals; runs repository Python scripts for rendering, parsing, DataForSEO cost checks, and logging; optionally calls the DataForSEO Merchant API for Google Shopping and Amazon pricing, seller, rating, review, shipping, availability, and listing-pattern analysis; compares organic rankings with Shopping visibility to identify keyword gaps; validates or generates Product JSON-LD covering pricing, availability, brand, identifiers, ratings, shipping, and return-policy fields; and audits UCP profiles for presence, declared capabilities, structural issues, and optional endpoint reachability.

  1. An e-commerce SEO lead needs a structured audit of a product page's metadata, images, content, links, and Product schema.
  2. An agency needs to compare prices, ratings, sellers, reviews, and shipping across Google Shopping and Amazon for a target keyword.
  3. A brand wants to find keywords that rank organically but have no Shopping visibility.
  4. An SEO or development team needs to validate Product structured data against Google Merchant requirements.
  5. A merchant wants to inspect whether a UCP profile exists and identify declared commerce capabilities.

What are this skill's strengths and limitations?

Pros
  • Runs product-page and Product schema analysis without requiring DataForSEO.
  • Covers Google Shopping, Amazon, pricing, sellers, keyword gaps, and listing quality.
  • Defines concrete schema requirements, validation rules, scoring, and report structures.
  • Includes mandatory cost-check and logging procedures for DataForSEO Merchant calls.
Limitations
  • Live Google Shopping, Amazon, and keyword-gap analysis requires a DataForSEO account, credentials, network access, and user approval for applicable costs.
  • Page analysis depends on repository Python scripts and local filesystem access.
  • The supplied source does not show a dedicated test suite or compatibility evidence for this sub-skill's individual scripts.
  • Timeouts, empty Shopping results, invalid URLs, and non-product pages can reduce or change the analysis output.

How do you install this skill?

This skill is bundled in the AgriciDaniel/claude-seo repository at skills/seo-ecommerce/SKILL.md rather than published as a separate package. Install the public collection with /plugin marketplace add AgriciDaniel/claude-seo followed by /plugin install claude-seo@agricidaniel-claude-seo; alternatively, run git clone --depth 1 https://github.com/AgriciDaniel/claude-seo.git and then bash claude-seo/install.sh. The source does not document a standalone installation method for this sub-skill in other clients.

How do you use this skill?

In Claude Code, use /seo ecommerce <url> for a full e-commerce SEO analysis; /seo ecommerce schema <url> for Product schema validation; /seo ecommerce products <keyword> for Google Shopping competition; and /seo ecommerce gaps <domain> for organic-versus-Shopping keyword gaps. The products and gaps workflows require DataForSEO. Before every Merchant API call, run the required cost check; if it returns needs_approval, show the cost and request approval first.

FAQ

Can I use it without DataForSEO?
Yes. Product-page SEO and Product schema analysis work standalone. Live Google Shopping, Amazon, and marketplace keyword-gap analysis require DataForSEO.
Can marketplace analysis incur charges?
Potentially. The skill requires a cost check before every Merchant API call; a needs_approval result means the cost must be shown and approved first.
Is it limited to product detail pages?
The main workflow targets product pages, but it also detects category or homepage inputs and can recommend using the schema workflow instead.
Does the UCP audit prove that a merchant supports UCP?
No. It checks for /.well-known/ucp, version, capabilities, structural issues, and optionally endpoint reachability. A missing profile is reported as an opportunity, not proof of support.

More skills from this repository

All from AgriciDaniel/claude-seo

Writing & Content

Local SEO Analyzer

Audits Google Business Profile signals, local rankings, reviews, citations, NAP consistency, and local schema.

Writing & Content

Competitor Comparison Page Builder

Create search-focused competitor comparison and alternatives pages with verifiable data and conversion-ready structure.

Writing & Content

Maps Intelligence for Local SEO

Diagnose local visibility through map rankings, business profiles, reviews, competitors, and cross-platform listing consistency.

Writing & Content

SEO Content Brief Generator

Builds actionable SEO content briefs from competitor results and the target website’s real structure.

Writing & Content

Backlink Profile Analyzer

Audit link profiles, anchor text, toxic links, and competitor gaps with source-aware SEO reporting.

Writing & Content

DataForSEO Live SEO Intelligence

Query live search, keyword, backlink, page, listing, and AI-visibility data through the DataForSEO MCP server.

Writing & Content

FLOW Evidence-Led SEO

Apply structured FLOW prompts to guide evidence-led SEO research, optimization, conversion, and local analysis.

Writing & Content

Strategic SEO Planner

Build an actionable SEO strategy, content plan, site architecture, and phased roadmap for a new or existing website.

Writing & Content

Full-Site SEO Audit

Crawl a website and turn SEO signals into a scored, prioritized action plan.

Writing & Content

SEO Content Quality Audit

Audits content quality, E-E-A-T, and readiness for AI citation.

Writing & Content

AI Search & GEO Optimizer

Audits a page’s citability and visibility readiness across Google AI Overviews, ChatGPT, Perplexity, and related AI search surfaces.

Writing & Content

Google SEO Data Assistant

Pull first-party Google data for search performance, indexing, Core Web Vitals, and organic traffic analysis.

Writing & Content

Schema Markup Assistant

Detect, validate, and generate SEO-ready Schema.org structured data.

Writing & Content

Single-Page SEO Inspector

Audits one URL across on-page SEO, content quality, technical metadata, schema, images, and performance signals.

Writing & Content

SXO Search Experience Optimization

Reverse-engineer Google SERPs to find page-type and search-intent mismatches behind weak rankings, then turn the findings into actionable UX improvements.

Writing & Content

SERP Semantic Topic Clustering

Turns Google SERP overlap into actionable keyword clusters, content architecture, and internal-link plans.

Writing & Content

SEO Drift Monitor

Baseline critical SEO elements, detect regressions, and track page changes over time.

Writing & Content

Bing Visibility & IndexNow

Bring Bing indexing, link intelligence, and IndexNow URL submission into a first-class SEO workflow.

Writing & Content

Claude SEO Site Analysis

Run parallel, testable audits of a website’s technical, content, and AI-search performance.

Writing & Content

Ahrefs SEO Intelligence Extension

Pull live referring-domain, backlink, organic-keyword, and content data through the official Ahrefs MCP server.

Related skills