Writing & Content

Website Copy Analysis & Optimization Skill

Fetches and scores any web page's copy across five dimensions, then generates specific before/after rewrites using proven frameworks like PAS and AIDA.

50/ 100
Use with care

Useful, but reliability, evidence or controls still have material gaps.

See how it was scored ↓
Works as-is in
Claude Code
Stars
★ 2.8k
Last updated
7mo ago
License
MIT
copywritingheadline-formulascta-optimizationvalue-proposition
+4page-analysisweb-copyconversion-copyreport-generation

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

This is the copywriting sub-skill of the AI Marketing Suite for Claude Code, triggered by the /market copy <url> command. It fetches a target web page, detects its page type (homepage, landing page, pricing page, etc.), analyzes the existing voice and value proposition, and scores the copy across clarity, persuasion, specificity, emotion, and action (out of 50, scaled to 100). It then generates 5-10 alternative headlines using PAS, AIDA, Before-After-Bridge, and 4U frameworks, plus at least five before/after rewrite pairs covering headline, subheadline, CTA, body copy, and meta description. Results appear as a terminal summary, with the full report written to COPY-SUGGESTIONS.md.

1) Uses WebFetch to retrieve the target URL and extract headlines, subheadlines, section headers, body copy, CTA button text, navigation, footer, meta tags, and social proof; 2) detects page type (homepage, landing, pricing, about, product, feature, blog, contact/demo) and applies type-specific copy priorities; 3) analyzes brand voice across formality, emotion, complexity, humor, and authority; 4) scores the headline and full page copy on 0-10 rubrics; 5) maps a value proposition canvas and flags gaps; 6) generates 5-10 framework-based headline alternatives, CTA optimization advice (button text, placement, color psychology), and at least 5 before/after pairs; 7) builds a swipe file of ranked headline, subheadline, CTA, and meta alternatives; 8) prints a condensed terminal summary and writes the full structured report to COPY-SUGGESTIONS.md. It references BRAND-VOICE.md, MARKETING-AUDIT.md, or COMPETITOR-REPORT.md when present.

Good fit
  • An agency builder auditing a prospect's landing page before a sales call to produce quantified copy fixes for a pitch
  • A solopreneur diagnosing their own homepage for vague headlines and weak CTAs, with concrete rewrites
  • An e-commerce seller optimizing a product page with benefit-driven description and meta description rewrites
  • A SaaS team improving pricing page copy, including plan naming, anchoring, and objection-handling FAQ advice
  • A marketing consultant generating client-ready structured copy diagnostics (COPY-SUGGESTIONS.md) across multiple client sites

How do you install this skill?

Before you use it
  • The skill depends on WebFetch to crawl external websites; fetching overseas sites from mainland-China networks may fail, and this limitation is not disclosed.
  • No tests or execution evidence exist; scoring rubrics are subjective and output quality is unverified — review results manually before use.
  • The skill file has no versioning or changelog, the publisher is unverified, and long-term maintenance is unclear.
  • Do not use on login-walled pages, sensitive data, or sites you do not own or lack rights to analyze.
Before you start
Your agent needs
  • Network access
  • Local filesystem

The skill is one of 14 sub-skills in the ai-marketing-claude repository and installs with the suite:

  1. One-command: curl -fsSL https://raw.githubusercontent.com/zubair-trabzada/ai-marketing-claude/main/install.sh | bash
  2. Or manual: git clone https://github.com/zubair-trabzada/ai-marketing-claude.git && cd ai-marketing-claude && ./install.sh

The skill file lives at skills/market-copy/SKILL.md. Standalone installation of this sub-skill is not documented.

Generic route: install into Claude Code manually (macOS / Linux)
tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/zubair-trabzada/ai-marketing-claude.git "$tmp"
mkdir -p ~/.claude/skills
cp -R "$tmp/skills/market-copy" ~/.claude/skills/
rm -rf "$tmp"

Generated from the source repository and skill path; it copies only this skill's folder. If the author's install steps above differ, follow those first. To scope it to one project, replace ~/.claude/skills with that project's .claude/skills.

How do you use this skill?

In Claude Code, run /market copy <url>, e.g.: /market copy https://calendly.com. The skill fetches the page, scores it, and generates suggestions — a condensed summary appears in the terminal and the full report is saved to COPY-SUGGESTIONS.md in the working directory. Optional follow-ups: /market landing for a landing-page deep dive, /market brand for voice guidelines.

What are this skill's strengths and limitations?

Pros
  • Structured, transparent methodology: explicit scoring rubrics, page-type differentiation, and proven frameworks (PAS, AIDA, BAB, 4U)
  • Every recommendation requires a concrete before/after example with rationale, not vague commentary
  • Voice-aware: analyzes existing tone and keeps generated copy consistent with it
  • Integrates with other suite artifacts (BRAND-VOICE.md, MARKETING-AUDIT.md, COMPETITOR-REPORT.md) for cumulative context
  • Produces a client-ready Markdown report with impact-ranked implementation priorities
Limitations
  • Depends on WebFetch, so it is limited to publicly fetchable pages; handling of login-gated or heavily JS-rendered pages is undocumented
  • No test suite; rewrite quality rests entirely on model capability, and example claims (e.g. the sample "40%" figure) are illustrative format, not real outcomes
  • Explicitly triggered only via the Claude Code /market copy slash command; invocation on other platforms is undocumented
  • Scores are heuristic model judgments, not validated against real conversion data
  • No offline or local-file analysis mode — a URL is required

How does this skill compare with similar options?

Side by side with related skills; every score comes from the same FSRS standard.

Skill FS score Stars Last updated License
Website Copy Analysis & Optimization Skill this page 50 · Use with care ★ 2.8k 7mo ago MIT
Positioning Mapper 57 · Use with care ★ 3k 11d ago Apache-2.0
Launch Message House Builder 59 · Recommended ★ 3k 11d ago Apache-2.0
AI Marketing Suite Orchestrator (market) 48 · Use with care ★ 2.8k 7mo ago MIT
Blog Localize: Cultural Adaptation for Blogs 43 · Not recommended ★ 2.4k 11d ago MIT

How did FollowSkills review this skill?

FollowSkills review · FSRS-2.0
Use with care
50/ 100 5-point scale 2.5 / 5
1Trust15 / 25 · 3.0/5

The skill only reads a target URL via WebFetch and writes a local Markdown report; no credential access, destructive defaults, or covert exfiltration; narrow privileges and reasonable transparency. Deductions: no declared fetch boundaries or rate limits, no user-confirmation or rollback disclosures; publisher unverified — full marks not justified.

2Reliability9 / 20 · 2.3/5

SKILL.md is internally consistent with a clear fetch→analyze→score→generate flow and complete output templates. Deductions: failure handling for WebFetch errors, JS-rendered pages, or non-English content is undefined; no tests or key-path reproduction evidence, so the static anchor cap of 10 applies and abnormal-input behavior is thin — scored at the lower end.

3Adaptability9 / 15 · 3.0/5

Trigger condition (/market copy <url>) is explicit, page-type mapping is clear, and cross-skill integration is documented. Deductions: non-fit ranges (login-walled pages, non-marketing pages) undeclared, no Chinese/multilingual support, and dependence on WebFetch reachability may impair use from mainland-China networks without disclosure.

4Convention8 / 15 · 2.7/5

Well-layered documentation consistent with the README architecture; MIT license and uninstall script present. Deductions: no versioning/changelog in the skill file, no known-limitations disclosure, no stated maintenance owner or update path, and hidden assumptions (WebFetch availability, date source) unexplained.

5Effectiveness6 / 15 · 2.0/5

Outputs (scores, before/after pairs, swipe file, COPY-SUGGESTIONS.md) are well specified and directly usable, with real marginal value over manual analysis. Deductions: 'proven framework' claims have no third-party execution evidence, scoring rubrics are uncalibrated subjectivity, and the static anchor cap of 7 applies with limited completeness evidence — mid-low score.

6Verifiability3 / 10 · 1.5/5

Only author claims and README demo terminal output (illustrative, not executed proof). Deductions: no CI evidence, no committed tests, no cross-source corroboration; key claims (scoring methodology, framework efficacy) are not independently reproducible — author-claims level, low score.

1 2 3 4 5 6

Open a dimension to read why it scored that way

Reviewed Sep 09, 2026 Reviewed revision e5aa0ea4c5f3 Review evidence[1][2][3][4]

Evidence confidence:Low — Mostly static review, author material or a limited demo; useful for discovery, not high-risk decisions.

See the full review method →

FAQ

Is it standalone, or does it require the whole suite?
Per the source, it is one of 14 sub-skills in the ai-marketing-claude repo and installs with the suite via install.sh; no standalone installation path is documented.
Are the generated copy recommendations reliable?
They are grounded in recognized copywriting frameworks (PAS, AIDA, BAB, 4U) and a structured rubric, but scores and rewrites are model-generated and not validated by real A/B testing — treat them as a starting point, not final answers.
Does it need network access or extra permissions?
Yes to network (WebFetch fetches the target page) and file write access (it creates COPY-SUGGESTIONS.md). This sub-skill itself needs no Python or shell scripts (the optional reportlab dependency applies to the suite's PDF report skill, not this one).
Can I trust its page-type detection?
The skill detects among eight page types and applies matching rules, but detection is model-driven and may misclassify hybrid or unconventional pages; the detected type is stated in the output so you can verify it manually.

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