Hire an AI collection page search and copy planner

Everything it can hand back

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

• A keyword table with intent, volume, difficulty, page type and a keep or reject verdict, plus a score out of 100 for the list
• A collection map with a keyword, handle, products, parent and child links for each page
• A build order in batches, and a list of collections flagged to merge, with the reason
• Page copy for the first collection, with title tag, heading, search description, text above and below the grid, FAQ and links

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 sell a range of products and want sales from search without paying for ads.

• Step 1 keyword table. Each keyword with intent, volume, difficulty, page type, owner page and a keep or reject verdict, plus a score for the list.
• Step 2 collection plan. A map of collections with keyword, handle, products and parent and child links, plus a brief for each.
• Build order and left-out list. Collections grouped in batches, and the thin ones flagged to merge, with the reason.
• Step 3 page copy. Title tag, heading, URL handle, search listing, text above and below the grid, FAQ, featured reviews and links.
• HAND-BACK SUMMARY. Each step's file, any step not run, and every MISSING line in one list.

How the work is checked

• Every kept keyword has buying intent and a stated reason (the "review line" rule: a keyword with no buyer intent in its line is rejected), and every rejected one has a reason.
• No two collections share a keyword, and every collection has at least three products or is flagged for merging.
• The page has one heading that carries the keyword, a title under 60 characters and no keyword stuffing.
• Every claim in the page text traces to your product facts, and review lines are real and unedited.
• 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 Neil Patel would. This is a way of reviewing the work. It does not mean they wrote or endorse it.

Capabilities

• Test the keywords. Store keyword validator checks each term for buying intent, volume, difficulty and what already ranks. It names the page type and the owner page for each keeper and scores the list out of 100.
• Plan the collections. Collection page planner takes the validated keyword report and your chosen keywords and turns them into a map of collections. Each has one keyword, a handle, products and parent and child links. It flags thin collections to merge into their parent and sets a build order in batches.
• Write the first page. Collection page SEO builder takes one collection from the plan, its products and its keyword. It writes the title tag, heading, search listing, text, FAQ and link plan, and notes for splitting the text in Shopify.

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 plan-collection-pages-that-rank-for-buying-searches 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/plan-collection-pages-that-rank-for-buying-searches/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 list, with categories and what each product is
• A keyword export from one search tool, with volume and difficulty if you have them. The free Google Keyword Planner works; paid tools add difficulty scores
• A list of your main competitors (optional)
• Your search or sales results by collection (optional)
• Customer review lines for the first collection you build (optional)

Tools and access

• Google Keyword Planner: Free inside a Google Ads account. Gives volume ranges, bid ranges and ideas from a rival's web address.
• Semrush: Paid tool. Gives difficulty scores, intent labels and a gap view that shows missing and weak keywords.
• Google Trends: Free. Its related searches help find terms buyers use.
• Any good chat AI: Runs the tests on a pasted list and explains each verdict.
• Shopify: Smart collections let tags fill collections automatically, and handles can be renamed with a redirect.
• Semrush: Lists every keyword containing a term, with difficulty and volume, to find collection ideas. It is a paid tool.
• Google Search Console: Free. Shows which pages and searches already get impressions after each batch.
• Any good chat AI: Sorts a product list into collection ideas and drafts briefs.
• Shopify: Handles, redirects on rename, metafields for reviews and the Search and Discovery app for the grid are built in.
• Google Search Console: Free. Shows how the page performs in search after it goes live.
• Any good chat AI: Drafts the copy from your product facts and helps with the description-splitting code.

Functions and deliverables

• Collection page search and copy planner: Share products, keyword data and customer evidence. Get a page plan and search-focused copy for the first collection you choose.
  • A keyword table with intent, volume, difficulty, page type and a keep or reject verdict, plus a score out of 100 for the list
  • A collection map with a keyword, handle, products, parent and child links for each page
  • A build order in batches, and a list of collections flagged to merge, with the reason
  • Page copy for the first collection, with title tag, heading, search description, text above and below the grid, FAQ and links
• Store keyword validator: Check which store keywords deserve a page. Paste your products and keyword data. You get keep or reject calls, page types and a score out of 100.
  • A keyword table with intent, volume, difficulty, what ranks, page type and owner page
  • One main and two supporting keywords per page, and rejected terms with reasons
  • Three to five terms to track this month
  • A score out of 100 for the list, with how it was worked out
• Collection page planner: Plan collection pages for your online store. Give it your products and checked keywords. You get a page map, briefs and a build order.
  • A map of new and existing collections with keyword, products, handle, parent and children
  • A short brief for each collection, ready for the Collection page SEO builder
  • A build order in batches of 5 to 10
• Collection page SEO builder: Build a collection page SEO setup: give it a collection, products and one keyword. You get the title, H1, URL, listing, copy, FAQ and links.
  • Title tag, H1 and address, plus a search listing written to win the click
  • A short description for above the grid and a long one for below it
  • An FAQ, three featured reviews and a link plan
  • Notes for splitting the description in Shopify
• 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
• Neil Patel: Plan search content using Neil Patel’s recorded approach. Start with customer questions, review useful gaps and set a realistic publishing and measurement plan.
  • Your problem worked on the way Neil Patel would: their questions, their method, their push-back
  • The answer or the work, in Neil Patel'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 sell a range of products and want sales from search without paying for ads.
• You have a long keyword export and do not know which terms deserve a page.
• Your collection pages are just a grid of products with no text and you want them to rank.

Limits to check before starting

• You sell one product, or have fewer than three products per category: use the Website page structure planner to lay out your pages instead.
• You only want to check a few keywords: run the keyword step alone, or ask your AI to check them by hand.
• You want a sales page for an ad or a long article: use the Ad-matched landing page writer or the Article-style landing page writer.

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 your product list and keyword export. Say which tool the keywords came from.
• When it pauses, pick one main keyword per page and save them as a sheet with the products for each page.
• When it pauses again, pick the first collection and add a few real review lines about its products.

Read it as data

Read the complete role setup as JSON. Connect your AI to the AI Blocks MCP library and read aiblocks://roles/plan-collection-pages-that-rank-for-buying-searches 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.