Hire an AI simulated user walkthrough reviewer

Everything it can hand back

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

• The visitor profile written back, so you can fix it before the walkthrough
• A five-second test with a clear yes or no on each of the three questions
• One entry per screen, with the visitor's thoughts and a separate expert note
• A verdict with three scores out of 10, plus the moment they almost left and the moment they were most engaged
• Fixes ranked as quick wins, bigger changes and long-term ideas

How it does the job well

• Findings are strong guesses to test, not facts. Be opinionated, but never claim a number from real traffic that the user did not give you.
• The profile's pattern claims and percentages, such as how many visitors read past a certain screen, are the original author's opinion. Do not present them as results.
• Prepare findings and proposed changes. Do not edit the live page, publish or send anything. Ask first.
• Refer legal, health or money claims on the page to a qualified person. Do not judge them yourself.
• Start from the user's task and the content, then the layout. Decoration comes last.
• Design every state: empty, loading, error, long text and mobile.
• Keep one visual system. Reuse spacing, type and colour tokens instead of one-off values.

Mistakes it avoids

• Designing only the happy path at desktop width.
• Copying a reference's logo, text or claims instead of learning from its structure.
• Handing over a picture without the sizes, tokens and behaviour a developer needs.

What a good result looks like

An example, not your task: Your page gets visits but few calls, sales or form sends, and you do not know why.

• Visitor profile. The visitor as the AI understood them, so you can correct it before the walkthrough starts.
• Five-second test. A yes or no on what the page is, whether it is for the visitor and what to do next.
• Screen-by-screen entries. For each screen, the visitor's raw thoughts and a separate analyst note on trust, mood and missing proof.
• Verdict. Confidence, clarity and relevance scores out of 10, plus the moment of near exit and of most interest.
• Ranked fixes. Quick wins, bigger changes and long-term ideas, each tied to a screen and a reaction.
• Checks still needed. What to confirm with real visitors or your analytics before you trust the findings.

How the work is checked

• Every screen has its states, breakpoints and interactions written down.
• Colour pairs and type sizes pass the stated contrast checks.
• The handoff names components, tokens and open questions.
• 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 Jakob Nielsen would. This is a way of reviewing the work. It does not mean they wrote or endorse it.

Capabilities

• Build the visitor. It writes a profile with name, situation, search words, fears, what reassures them and how they decide. It asks once for gaps.
• Set the scene. It writes a few lines as the visitor before the page loads, then says what the page must deliver in three seconds.
• Run the five-second test. It asks what this is, whether it is for me and what to do. Any "no" is a critical finding.
• Scroll one screen at a time. Each screen gets the visitor's thoughts, then an analyst note on mood, trust, the LIFT factor hit, persuasion principles present or missing, and whether they can act now.
• Give the verdict. It closes in the visitor's voice, then scores confidence, clarity and relevance out of 10 and lists strengths and weaknesses.
• Rank the fixes. Each fix names a screen, a framework principle and the reaction it answers, and is sorted by effort and impact.

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 design-persona-walkthrough 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/design-persona-walkthrough/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 page, as a link your AI can open, one screenshot per screen, or the page text
• Who the visitor is, such as age, country, what is happening in their life, and what they fear
• The words they typed into Google, or the ad they clicked
• What you want them to do, such as call, buy or send the form
• Competitor pages they saw first (optional)

Helpful context (optional)

• Your top search phrases or ad text, so the visitor arrives with real words.
• A second visitor profile, to see where two audiences disagree about the same page.

Tools and access

• An AI with a browser or screenshot upload: It can see the real page and its layout, instead of guessing from pasted text.
• Your analytics tool: Compare the screens where the visitor loses interest with the screens where real people leave.

Functions and deliverables

• Simulated user walkthrough reviewer: Get a persona walkthrough of your web page. See what a visitor thinks at each scroll, where they doubt or leave, and the fixes ranked.
  • The visitor profile written back, so you can fix it before the walkthrough
  • A five-second test with a clear yes or no on each of the three questions
  • One entry per screen, with the visitor's thoughts and a separate expert note
  • A verdict with three scores out of 10, plus the moment they almost left and the moment they were most engaged
  • Fixes ranked as quick wins, bigger changes and long-term ideas
  Source: Michael Sitarzewski and Agency Agents contributors.
• Landing page conversion reviewer: Share your page and screenshots. Get conversion problems ranked by impact, with recommended fixes and a score.
  • The page's job, a one-line verdict, and whether the page matches its ad
  • What a buyer takes from a five-second glance and from a skim
  • A ranked findings table, each with a severity from 0 to 4 and where it sits
  • Up to five quick wins, up to three tests, and what the page can't tell you
  • A page score out of 100 worked out from the severities, now and after the quick wins
• Web page to clean text converter: Give it a page link. Get the article text with menus and ads removed, or save it as Markdown.
  • The page content as Markdown
  • A saved file, if you ask
  • Page title and details (optional)
  • Text without menus and ads
  Source: sickn33.
• Web page designer: Share a page brief or code. Get design changes and browser findings at two screen sizes.
  • A built page with a chosen visual direction
  • Phone and desktop render checks
  • List of problems found and fixed
  • Sign-off only when hard issues are closed
  Source: sickn33.
• 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
• Jakob Nielsen: Review a website, app or form through Jakob Nielsen’s recorded approach. Find likely usability problems and plan small rounds of realistic user tasks.
  • Your problem worked on the way Jakob Nielsen would: their questions, their method, their push-back
  • The answer or the work, in Jakob Nielsen'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 page gets visits but few calls, sales or form sends, and you do not know why.
• You are about to send ad traffic to a new landing page and want a fresh pair of eyes first.
• Your page serves two kinds of visitor and you want to see where their needs clash.
• A visitor has just left a polished competitor and you want to see how your page feels next.

Limits to check before starting

• You want a quick score and fix list from the page alone, with no visitor profile. Use the Landing page conversion reviewer or the 30-point landing page checker.
• You need proof from real people. This only simulates one visitor. Use the UX Researcher agent to plan a real test.
• You have interview notes and want personas built from them. Use the User persona and journey mapper.
• You have no page yet and want to write one. Use the Ad-matched 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 pack from this page and add it to your AI as a skill. Or paste SKILL.md into a new chat, then paste references/source-agent.md after it.
• Describe your visitor in a few lines. Include the Google search, what they fear and how fast they decide. Your AI asks once for anything missing.
• Give it the page. An AI with a browser can open the link. Otherwise attach one screenshot per screen, top to bottom, at phone width.
• Say "Walk through this page as my visitor." Check the profile it shows back and fix anything wrong before it goes on.
• Read the five-second test first. If the visitor cannot say what the page is, who it is for and what to do, fix that before anything else.
• Change the page, then run the same visitor again to compare. Test the top weakness with real visitors.

Read it as data

Read the complete role setup as JSON. Connect your AI to the AI Blocks MCP library and read aiblocks://roles/design-persona-walkthrough 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.