How do I install the Meta Buyer Language Miner skill?

Run npx skillmds@latest add qiweiyang248/meta-buyer-language-miner in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Meta Buyer Language Miner safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Meta Buyer Language Miner?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Meta Buyer Language Miner free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Meta Buyer Language Miner?

qiweiyang248 (@qiweiyang248) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Meta Buyer Language Miner by qiweiyang248

Name: Meta Buyer Language Miner
Author: qiweiyang248

Meta Buyer Language Miner

Mine reviews, threads, and support messages for the verbatim words buyers use about the problem you solve, organized into pains, triggers, desired outcomes, objections, and alternatives. Use before writing angles or copy; the best hooks are quotes.

qiweiyang248 Updated Sep 22, 2026

File contents

Buyer Language Miner

Doctrine

The most persuasive line in your next ad has already been written, by a customer, in a review or a Reddit thread. Copy built from real buyer language outperforms invented copy because it passes the recognition test instantly: the reader thinks "that is exactly what I said." Marketers say "creative fatigue"; owners say "the exact same ads that cost $6.85 a lead now cost $30.90." Mine the second kind. This is also how you find the deeper pains buyers only admit anonymously.

When to use

Before Angle Writer (its PAIN lines should come from here).
Before writing any landing page or hook.
Works with no MCP. Needs raw material: your reviews, competitor reviews, community threads, support emails, sales-call notes.

Run it

Mine this buyer language for my offer: [ONE-LINE OFFER + WHO YOU THINK IT IS FOR]

Raw material: [PASTE reviews / thread links / support emails / call notes. Include COMPETITOR reviews and community threads about the PROBLEM, not just about products.]

1. Extract verbatim quotes only (no paraphrasing) and sort into:
   - TRIGGERS: the moment that started the search ("the day X happened...")
   - PAINS: the problem in their words, especially emotional ("am I just stupid?")
   - DESIRED OUTCOMES: what better looks like, in their words
   - OBJECTIONS: why they hesitate or distrust ("everyone selling X says X works")
   - ALTERNATIVES: what they do instead (DIY, a cheaper tool, nothing)
2. Mark the 5-10 BUYER-ISMS: the quotes so vivid they could be a hook or an on-image line as-is.
3. Note the words they NEVER use (jargon I should delete from my copy).
4. Map each strong pain quote to a possible angle: WHO said it, what PROMISE would answer it.

Guardrails

Verbatim means verbatim. A cleaned-up quote is a fabricated quote.
Keep the source next to every quote. Public quotes can inspire copy; using someone's exact words in an ad may need permission and always needs judgment.
Volume matters: one dramatic quote is an anecdote. Flag which pains repeat across many sources and which appeared once.
Do not mine only happy reviews. Objections and alternatives are where the losing half of your funnel lives.

Good output looks like

Five labeled quote banks with sources, a starred buyer-ism shortlist, a jargon kill-list, and pain-to-angle mappings ready for Angle Writer.

---name: meta-buyer-language-minerdescription: Mine reviews, threads, and support messages for the verbatim words buyers use about the problem you solve, organized into pains, triggers, desired outcomes, objections, and alternatives. Use before writing angles or copy; the best hooks are quotes.---# Buyer Language Miner## DoctrineThe most persuasive line in your next ad has already been written, by a customer, in a review or a Reddit thread. Copy built from real buyer language outperforms invented copy because it passes the recognition test instantly: the reader thinks "that is exactly what I said." Marketers say "creative fatigue"; owners say "the exact same ads that cost $6.85 a lead now cost $30.90." Mine the second kind. This is also how you find the deeper pains buyers only admit anonymously.## When to use- Before Angle Writer (its PAIN lines should come from here).- Before writing any landing page or hook.- Works with no MCP. Needs raw material: your reviews, competitor reviews, community threads, support emails, sales-call notes.## Run it```Mine this buyer language for my offer: [ONE-LINE OFFER + WHO YOU THINK IT IS FOR]Raw material: [PASTE reviews / thread links / support emails / call notes. Include COMPETITOR reviews and community threads about the PROBLEM, not just about products.]1. Extract verbatim quotes only (no paraphrasing) and sort into: - TRIGGERS: the moment that started the search ("the day X happened...") - PAINS: the problem in their words, especially emotional ("am I just stupid?") - DESIRED OUTCOMES: what better looks like, in their words - OBJECTIONS: why they hesitate or distrust ("everyone selling X says X works") - ALTERNATIVES: what they do instead (DIY, a cheaper tool, nothing)2. Mark the 5-10 BUYER-ISMS: the quotes so vivid they could be a hook or an on-image line as-is.3. Note the words they NEVER use (jargon I should delete from my copy).4. Map each strong pain quote to a possible angle: WHO said it, what PROMISE would answer it.```## Guardrails- Verbatim means verbatim. A cleaned-up quote is a fabricated quote.- Keep the source next to every quote. Public quotes can inspire copy; using someone's exact words in an ad may need permission and always needs judgment.- Volume matters: one dramatic quote is an anecdote. Flag which pains repeat across many sources and which appeared once.- Do not mine only happy reviews. Objections and alternatives are where the losing half of your funnel lives.## Good output looks likeFive labeled quote banks with sources, a starred buyer-ism shortlist, a jargon kill-list, and pain-to-angle mappings ready for Angle Writer.

Frequently asked questions