Market Research skill

The playbook Moonrank's Writer Agent uses to turn audience, competitor, and demand research into a decision-ready brief — findings ranked by confidence, ending in a recommendation.

Download the methodology, see how the agent finds the gap, or run it live inside the Writer Agent.

Category
Writer
Agent
Writer Agent
Format
market-research.md
Price
Free to download

The skill file

market-research.md
---
name: market-research
description: Structure audience, competitor, and demand research into a decision-ready brief that content and positioning can be built on.
owner: Moonrank Writer Agent
---

# Market Research
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About this skill

What is the Market Research skill?

The Market Research skill is how Moonrank's Writer Agent grounds content and positioning in evidence: mapping who buys and the words they use, sizing demand with numbers instead of adjectives, reading what competitors claim and what they leave unanswered, and naming the gap worth playing in.

It's written as a SKILL.md, a plain-language instruction format that people and AI agents can both follow. Read it to structure your own research sprints, use it to stop strategy debates from restarting at zero, or let the Writer Agent run the research and hand you the brief.

Downloading the playbook is free with a Moonrank account. Keeping the research current as markets and competitors move is what the Writer Agent does.

Example

See it in action

You ask

“We're launching in a new vertical next quarter. What should the content say, and to whom?”

Agent does

The research resolves to one page. Audience: two segments, and the language they use for the problem — quoted from 40 reviews and 6 sales calls — doesn't contain your product category's name once. Demand: the problem terms draw 8,100 monthly searches, up 34% year over year. Competitors: all 4 target the enterprise buyer and none answers the pricing objection that appears in 19 of the 40 reviews. Recommendation: own the mid-market pricing question first — confidence high, and the brief says exactly what evidence would change it.

How it works

From input to fix list

  1. 1

    You name the decision

    What will be decided with this research, by whom, by when — one sentence.

  2. 2

    Moonrank maps audience and demand

    Segments with their quoted language, plus search volumes, trend, and seasonality for the problem terms.

  3. 3

    It reads the competitor set

    Claim, pricing, targeted audience, and the objection each competitor never answers.

  4. 4

    It names the gap and recommends

    Where demand meets a weak competitor set, ending in a recommendation with a confidence level.

What's included

Everything it checks

Decision statement

The one sentence that scopes everything — research without it expands forever.

Audience map

Buyer, user, and blocker segments, with their language quoted from reviews, forums, and calls.

Demand sizing

Search volumes, trend direction, and seasonality — numbers, not adjectives.

Competitor read

Positioning claim, pricing, content target, and unanswered objection for the top 3–5.

The gap

Where demand exists and the competitor set is weak — stated in two sentences.

Confidence-ranked recommendation

What to do next, how sure the evidence is, and what would change the call.

Use cases

When to reach for it

  • Replace founder hunches with findings someone can challenge.
  • Scope the content for a new vertical before writing a word.
  • Find the objection every competitor leaves unanswered.
  • Turn scattered reviews and sales calls into quotable audience language.
  • End strategy debates that restart from zero every quarter.
Questions

Frequently asked questions

It's the Writer methodology Moonrank's Writer Agent follows — written out step by step, so you can read exactly how the work gets done rather than trusting a black box.

A plain-language instruction file that both people and AI agents can follow. Open it in any editor, paste it into Claude or ChatGPT, or drop it into an agent framework that reads skill files.

Yes. Every skill file is free with a Moonrank account — we ask for an email, not a credit card. Running the skill continuously against your site is what the paid product does.

Absolutely. The file is yours to adapt. Hand it to your team as a standard, run it manually, or point your own agent at it. Nothing in it depends on our platform.

The Writer Agent runs this methodology against your site on a schedule, prioritizes what it finds, and ships copy-ready fixes — no manual runs, no downloads to manage.

Related skills

Pair it with these skills

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