Hire an AI customer review ad copy writer

Everything it can hand back

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

• A buyer brief with the moment they started looking and their own words
• The ad angle that fits what the buyer already knows
• Ad copy where each line rests on one product fact
• A voice score with a fix for each line that misses

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: You have reviews or customer emails and no one has turned them into ad copy.

• Buyer brief. The moment the buyer started looking, what pushes and holds them back, and their own words.
• Ad angle. The argument the ad should make, matched to what the buyer already knows, with the reason.
• Ad copy. Headlines and text, each built on one product fact with its source.
• Voice check. Each line flagged if it breaks your voice rules, with a fix and a voice score.
• 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.
• Every phrase quoted in the buyer brief appears word for word in the customer reviews you gave. If it does not, remove it.
• Every fact in the ad copy appears in the product facts or the claims part of the brand file.
• 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

• Writes the buyer brief. Uses the buyer brief skill to find the buying moment, sort the pushes and holds, and quote the buyer's words.
• Picks the ad angle. Uses the ad angle skill to match the argument to how many others make the same promise and how much the buyer knows.
• Writes fact-based copy. Uses the fact-based copy skill to find the one fact that answers the buyer's doubt and say what it changes for them.
• Checks your voice. Uses the brand voice editor to flag lines that break your voice rules and fix them with the customer's own word.

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 review-ad-copy 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/review-ad-copy/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

• Customer reviews, copied as written
• Your brand file
• Your product facts

Tools and access

• 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.
• Any good chat AI: Matching one fact to one doubt works well in any strong chat AI with this skill.
• Meta Ads Manager: Its preview shows whether the fact lands before the main text is cut at See more.
• Any good chat AI: Claude, ChatGPT and Gemini all do this well when the voice notes and customer quotes are pasted in full.

Functions and deliverables

• Customer review ad copy writer: Share customer reviews, product facts and brand guidance. Get a buyer brief, ad angle, fact-based drafts and a voice review.
  • A buyer brief with the moment they started looking and their own words
  • The ad angle that fits what the buyer already knows
  • Ad copy where each line rests on one product fact
  • A voice score with a fix for each line that misses
• 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
• Fact-based ad copy writer: Write ad copy from your real product facts. Give it the buyer and the facts. You get an ad built on one fact, with the source of each line.
  • The finished ad copy in your format
  • A note on the image so the picture says the same thing
  • A list of which fact backs each line, and what's missing
  • Any of its own checks the ad still misses, one line each
• Brand voice editor: Paste your ad, voice rules and customer quotes. Get small wording fixes that keep claims intact, plus a line-based voice score.
  • A verdict, on voice or needs fixes, with a one-sentence summary
  • Each off-voice phrase quoted exactly, with the rule or customer quote it breaks
  • The full corrected line for each fix, with numbers and claims unchanged
  • A voice score out of 100 (the share of lines on voice), now and after the fixes
• 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

• You have reviews or customer emails and no one has turned them into ad copy.
• Your ad copy sounds generic or sounds nothing like your site.
• You need copy a stranger can trace back to a fact you can prove.

Limits to check before starting

• You have no customer words yet: collect reviews, emails or survey answers first, or build your brand file with the Brand profile builder.
• You only want the argument an ad should make: use the Ad angle planner.
• You already have ad copy and only need it to match your voice: use the Brand voice editor.

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".
• Have your inputs ready. It works step by step and saves each result.

Read it as data

Read the complete role setup as JSON. Connect your AI to the AI Blocks MCP library and read aiblocks://roles/review-ad-copy 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.