Copy, localization & SEO · Audit

Product & Landing Copy Audit

Audit selected product or landing copy against actual behavior, audience intent, evidence, and conversion path.

MCP library 1.6.1 · Instruction library 1.6.1 · English technical instructions

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Use this workflow

Connect Vibe Coding Library to a coding agent that supports MCP over Streamable HTTP. Choose Other / MCP agent for a neutral prompt, or a ready-made Codex or Claude Code invocation. Add your task details below.

Goal and scope

Audit selected product or landing copy against actual behavior, audience intent, evidence, and conversion path.

Domain invariants

  • Claims, capabilities, prices, plans, limits, permissions, timing, and outcomes match authoritative behavior.
  • Labels and calls to action describe the action and destination without dark patterns, ambiguity, or premature success.
  • Copy remains concise, accessible, translatable, consistent with product vocabulary, and appropriate to user state.
  • Analytics and experiments do not become hidden sources of copy truth or misrepresent causal impact.

Audit method

  1. Trace each changed claim or CTA to product behavior, plan/config, destination, and success/failure state.
  2. Identify conflicting terminology across UI, docs, emails, pricing, metadata, and support surfaces.
  3. Check audience, intent, evidence, legal/privacy sensitivity, localization constraints, and accessibility.
  4. Separate messaging opportunities from factual contract defects.

Handoff

For each selected claim or CTA, retain its visible wording, product/version/state source, actual destination and expected user outcome. Pass the concrete mismatch into Improve Product & Landing Copy. A preferred tone is an editorial choice; a wrong version, unsupported capability or misleading success label is a factual defect with an observable repair criterion.

Workflow ID: product-landing-copy-audit · View the versioned source · Shared workflow and authority rules