Hire an AI overlooked buyer ad brief writer

Everything it can hand back

Your task sets the actual outputs. The specialist picks the methods that cover them.

• Three or four overlooked buyer groups, how big each is, and one picked and sharpened into layers to test
• A one-page sketch of the chosen group in their own words, with search phrases
• A half-page brief on how aware they are and which force to work on
• Ad angles to test, with the first words, length and ask for each

How it does the job well

• Write for one named audience and one action. Each asset has a single job.
• Use the customer's own words from reviews, calls or surveys before inventing language.
• Every claim needs proof the business can show. Leave unproven claims out or mark them.
• Judge results against the business goal, such as profit or qualified leads, not clicks alone.

Mistakes it avoids

• Generic copy that could fit any brand.
• Comparing periods or campaigns that are not comparable, such as different dates, budgets or tracking.
• Calling a test winner before there is enough data.

What a good result looks like

An example, not your task: Your product looks like everyone else's and you need a group of buyers of your own before you write ads.

• Step 1: Untapped avatar finder. Three or four overlooked buyer groups, a size check on each, the one picked and layers to test.
• Step 2: Forum and review avatar digger. Search phrases, marked-up quotes and a one-page sketch of the group in their own words.
• Step 3: Buyer brief writer. A half-page brief on how aware the group is and which force to work on.
• Step 4: Ad angle planner. Angles to test, each with first words, when the product enters, the ask, length and how to argue.
• HAND-BACK SUMMARY. Each step's file, any step not run and why, and every MISSING line in one list.

How the work is checked

• Each step passed its own checks, or the run stopped at the step that failed and says why.
• The steps ran in order, and each one used the result of the one before.
• Nothing was invented to fill a gap. Every gap is a MISSING: line.
• Nothing was sent, published or paid for without a clear yes.
• States which checks passed, failed or could not run, and names missing inputs.

These checks have not been run against a model yet. Your AI uses them to check its own work.

A second opinion

Before it hands back, your AI reviews the draft the way Eugene Schwartz and Clayton Christensen would. This is a way of reviewing the work. It does not mean they wrote or endorse it.

Capabilities

• Find the overlooked group. Maps who your rivals sell to, finds groups nobody serves from review stories, checks their size on Reddit and picks one to sharpen.
• Dig for their words. Writes the search phrases, keeps a timed hour and marks up the quotes you save. Writes a one-page sketch of the buyer.
• Write the buyer brief. Places the group's awareness, picks the force to work on and boils the quotes to a half-page brief.
• Plan the ad angles. Takes the brief and sets the first words, when the product enters, how firmly to ask, the length and how to argue.

How the role works

1. Checks your task, context and available tools.
2. Picks the methods needed and prepares a work plan.
3. Carries out supported tasks, with each method's limits and review gates.
4. Checks the real deliverables and corrects supported faults.
5. Hands back files, evidence and unresolved gaps.

Your specialist's working setup

Download the base specialist without a task form or account. README.md and SETUP.md explain how to use the folder. SOUL.md defines its scope. INTAKE.md asks missing questions inside your AI. PLAYBOOK.md, SKILLS.md, BEST_PRACTICES.md, CHECKS.md and HANDOFF.md guide the work and its checked deliverables.

Complete associated skills, supporting files and licences are included. Choose only the methods needed for the actual task. Keep context, working files and accepted feedback in your AI project.

Use this specialist through MCP or the API

Call prepare_specialist with role_id find-a-buyer-group-your-rivals-miss-and-brief-ads-for-it only. No task is required to load it. Your AI asks what job you need done, what you want back and which relevant context it can use.

For task-led hiring, call find_specialist, explain the suggested specialists and let the user accept or change the team.

Complete ZIP: Download base specialist. API: GET /api/v1/specialists/find-a-buyer-group-your-rivals-miss-and-brief-ads-for-it/pack. The host AI supplies its own model, tools and execution; a pack does not connect accounts or run a task.

Inputs and helpful context

The specialist starts from the task brief. Only active methods require their inputs.

For the primary method, when used

• Your product and the problem it solves
• Three to five rivals, as names or Meta Ad Library links
• Amazon links to the top-reviewed rival product
• Who buys from you now, and their order values (optional)
• Your brand file (optional)
• The posts and reviews you save in the forum hour

Tools and access

• Meta Ad Library: Shows what rivals say and who they seem to talk to, free and public.
• Amazon reviews: Long life stories from buyers show other groups who already buy the product.
• Reddit search: Shows how many people discuss the same problem, which is your size check.
• Any good chat AI: Compares the groups and ranks them against your notes.
• Reddit search: The largest library of buyers describing their problems in their own words, with comments that add detail.
• Amazon reviews: Buyers tell their whole story after buying, and long reviews with photos usually hold the most.
• Meta Ad Library: Shows what rivals say and who they seem to talk to, which helps you choose the starting group.
• Any good chat AI: Keeps the clock, writes the search phrases and marks up the quotes you paste.
• Claude: Every current Claude model reads up to 1 million tokens, so a big pile of reviews and tickets fits in one chat.
• Gemini: Also takes long inputs, and works inside Google Sheets if your survey answers live there.
• Any good chat AI: Filling a short brief from your buyer notes works well in any strong chat AI with this skill.
• Meta Ad Library: Browsing what competitors run, by hand, shows what your market has already heard.

Functions and deliverables

• Overlooked buyer ad brief writer: Look for buyer groups rivals may miss, gather their real words and turn the evidence into a buyer brief and ad ideas.
  • Three or four overlooked buyer groups, how big each is, and one picked and sharpened into layers to test
  • A one-page sketch of the chosen group in their own words, with search phrases
  • A half-page brief on how aware they are and which force to work on
  • Ad angles to test, with the first words, length and ask for each
• New buyer profile finder: Find an untapped avatar for a crowded product. Get rivals' buyers, 3 or 4 unserved groups, a size check and one ranked pick to test.
  • A table of who each rival sells to, with the group they all share
  • Three or four candidate groups, each with a quote, a belief and the fixes they tried
  • A size check for each group from forum threads
  • One chosen group with the reason, ranked layers and a one-sentence offer line
  • A test plan that changes the ad angle and leaves the product alone
• Forum buyer researcher: Share your product and buyer group. Get a forum research plan, quote file and customer profile.
  • Ten search phrases written the way a buyer would type them
  • A quote file with the feelings, named fixes tried and situation marked
  • A one-page buyer sketch with ten phrases in their own words
  • A list of gaps, each marked as a guess until you find a quote
• Buyer brief writer: Share your offer and real buyer words. Get a short copy brief showing their situation, doubts and the main concern to address.
  • A job line that says when they look, what they want, and what stops them
  • How aware the buyer is, and how much the market has already heard, with the evidence
  • The four forces in your buyers' own words, and the one your copy must work on
  • A bank of buyer phrases to borrow, and a list of gaps to ask customers about
  • Any of its own checks the brief still misses, each named
• Ad angle planner: Plan your ad angle before you write. Give it your buyer and idea. You get a brief under 200 words on how the ad opens, argues and asks.
  • A paste-ready brief of under 200 words for one level and one stage
  • The first words, when the product enters, the ask, the length and how to argue, filled in for your buyer
  • What usually goes wrong at this level
  • One line saying why, with anything assumed labelled
  • Any of its own checks the brief still misses, each named
• Brand profile builder: Share your website. Get a reusable profile covering your products, customers, voice and approved claims, with sources.
  • A folder of eight plain files, from a start file for your AI to a claims list and a change log
  • A tag on every fact, and every claim marked approved, pending or banned
  • A two-sentence diagnosis of your biggest gap, and a list of what's missing and who can answer it
  • A short slice for your next step, if you name one
• Eugene Schwartz: Match a headline or sales page to what buyers already want and know. Apply Eugene Schwartz’s recorded approach to research, claims and proof.
  • Your problem worked on the way Eugene Schwartz would: their questions, their method, their push-back
  • The answer or the work, in Eugene Schwartz's voice, using their ideas by name
  • Anything that goes beyond their public record, marked
  • One suggested next step
• Clayton Christensen: Explore why customers buy using Clayton Christensen’s recorded approach. Start with a real situation, the struggle and what the buyer used before.
  • Your problem worked on the way Clayton Christensen would: their questions, their method, their push-back
  • The answer or the work, in Clayton Christensen's voice, using their ideas by name
  • Anything that goes beyond their public record, marked
  • One suggested next step

Tasks you can use it for

• Your product looks like everyone else's and you need a group of buyers of your own before you write ads.
• You sell in a crowded category and every rival's ad sounds the same.
• You want a new market for an existing product, but have no proof it works for them.

Limits to check before starting

• You only want a map of who your rivals sell to: use the Customer alternatives researcher.
• You already know your buyer and only want the ad copy: use the Fact-based ad copy writer.
• You have no product yet or no proof it helps anyone: talk to a few real buyers first, then come back.

Best way to use this role

Give it one clear outcome, the actual files and a definition of done. Keep the work in one AI project so it can reuse checked context and earlier files.

• Download the handoff pack. It's a zip with HANDOFF.md and every skill file this workflow uses.
• Give the folder to Claude (in Claude Code, or as files in a Claude Project) and say "Follow HANDOFF.md".
• Paste ad notes, review stories and forum threads when it asks. It uses only what you paste, and says where each claim comes from.
• When it pauses, spend an hour in the forums and review threads where the chosen group talks, and save the posts. Leave out usernames and links.
• Check the group is one your product can truly help before you write ads.

Read it as data

Read the complete role setup as JSON. Connect your AI to the AI Blocks MCP library and read aiblocks://roles/find-a-buyer-group-your-rivals-miss-and-brief-ads-for-it for its role instructions and pinned sources.

This is a prepared AI role. No task has run. Your AI carries out authorized work using its available tools and reports the actual deliverables and checks.