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How to Run an AI-Powered Page Review

A full walkthrough of how the InnerCircle operate, from review trigger to accepted tasks inside the canvas.

Atarim team Updated 28 Jul 2026 · 11 min read
Atarim AI
Starting an AI page review in Atarim and picking the expert agents
Before you start

Relevant for

  • Project Managers validating pages before client handoff
  • Designers checking visual consistency
  • Developers reviewing layout bugs or vague comments
  • QA Engineers looking to catch errors across devices
  • Admins managing review credits and agent settings

Required knowledge

  • Familiarity with the Atarim canvas, task sidebar, and how to launch a project from URL, plugin, chrome extension, injectable script or image.

Tools & resources needed

  • An Active Atarim Project
  • AI Review Credits Available

Atarim AI reviews allow you to scan the viewport of a page or canvas for visual, copy, accessibility, and technical issues using intelligent agents. Unlike automated scans that run silently, Atarim gives you full control — you choose when to run reviews, which agents from the InnerCircle to use, and which issues get converted into real tasks.

This article walks through the entire lifecycle of an AI review session, including InnerCircle selection, credit validation, homepage context usage, and temporary task creation.

Step-by-Step Guide

Step 1: Add a Project

You can run AI reviews on the following types of canvases:

  • Live/Staging website pages via URL
  • WordPress pages (via Atarim Plugin) Coming Soon
  • Chrome Extension Coming Soon
  • Injectable Script Coming Soon
  • Uploaded image mockups or screenshots Coming Soon
  • At this stage, the AI is not active — the system is idle.

    Add Site to Project
    Warning
    Adding a project does not run any AI checks. You must manually start a review from inside the canvas.
    Tip
    Reviews are context-aware. When you add a project, the homepage is automatically provided to the AI as a reference point, so that when reviewing internal pages the agents can compare them against the homepage for design consistency, brand alignment, and CTA treatment, rather than treating each page in isolation.

    Step 2: Navigate to the Chat Tab for AI Review

    Tip
    The review modal prioritizes your intent. When you state a specific request — “check this page on mobile”, for example — the AI tailors its feedback to that goal, making reviews more focused and actionable instead of generic.
  • Open the Chat tab in the Task Toolbar.
  • In the field labeled “What are we working on today?”, enter context about the type of review you want for the page.
  • (Optional) Select a preset option such as Increase Conversion Rates or Perfect My Design to generate an automatic prompt.
  • Switch to Custom to write your own prompt and manually choose which Atarim AI agents to use.
  • Adjust or toggle additional agents On/Off as needed to fit your review goals.
  • Once ready, click Review This Page to start the AI review.
  • Review the Strategic Overview provided by Claro.
  • Click Start Review or Reply to Refine Direction
  • AI Workflow Breakdown:

  • Strategic Overview (Claro)
  • Team Handoff (agents receive instructions)
  • On-Page AI comments
  • Summary and Next Steps
  • Confirm you’re in AI Review mode — the screen should look like this.
    Switching from Regular Task to AI Review Mode
    Set Your Focus for This Review
    Adding Review Context
    Preset Selection Generates Prompt Automatically
    Sample Review Prompts
    Initiate AI Review by Clicking Review This Page
    AI Strategic Overview of the Page
    Click Start Review or Reply to Refine Direction
    AI Feedback Generated for the Page
    Note
    When you choose a preset option, the most relevant Inner Circle AI agents will be auto-enabled for you.

    Example Workflows:

    For a Custom Preset, you can manually select which InnerCircle agents to enable:

  • Enable only Pixel if you want design feedback before Claro invites the full team
  • Enable ‘Ask me before Claro invites the full team’ to receive the strategic overview first. Learn More About Strategic Overview
  • Combine agents (e.g., Pixel + Lexi) for targeted design and copy insights.
  • Note
    Reviews are specific and intentional. You no longer get a flood of mixed tasks by default — instead, you control whether you want broad strategic insights or focused feedback in one area.

    Who Are the Inner Circle Agents and What Do They Check?

    Learn More About Lexi | Learn More About Pixel | Learn More About Index

    Learn More About Navi | Learn More About Claro | Learn More About Glitch

    AgentWhat it checks
    PixelVisual design, spacing, layout alignment.
    LexiCopy tone, CTAs, passive voice.
    NaviUX flow, contrast, accessibility gaps.
    ClaroRewriting vague feedback into tasks.
    IndexSEO structure, metadata, headings.
    GlitchBugs, layout breaks, JavaScript errors.

    Step 3: (Optional) Open AI Advance Settings

    You can click Advance Settings to adjust your Brand Guidelines.

  • Project Level: Adjust guidelines that apply only to the specific project you’re reviewing.
  • Global Level: Adjust guidelines that apply across all projects in your workspace.
  • Understanding Context Layers In Atarim AI

    Customize Brand Guidelines: Open Advance Settings (Project Level)
    Project Brand Guidelines
    Tip
    Toggle off “Use Global Settings” if you want to customize brand guidelines for each project.
    Brand Guidelines (Global Level)
    Remember to Save Changes
    Note
    Project guidelines always take priority. If there is overlap, your project-level settings will override the global defaults.

    Step 4: Confirm Review & Use Your Credits

  • Then, from the canvas toolbar, click the “Review Page” button.
  • Once selected, the system will begin preparing the agents for scanning.
  • Atarim will check your workspace to confirm you have enough AI review credits.
  • Initiate AI Review by Clicking Review This Page

    Possible Outcomes

    When you start an AI review, there are a few different outcomes depending on your account status:

  • You have credits available:
    The review will begin right away, and the selected AI agents will start scanning your page or project.
  • You don’t have credits available:
    You’ll see a prompt to either upgrade your plan or manage your subscription before you can continue with the review.
  • Check Available Credits in Atarim AI Settings
    AI Usage Details
    AI Review Activity & Credit Usage
    Warning
    AI review credits are shared across all team members. If several teammates are running reviews, credits may run out faster than expected — coordinate with your team to avoid interruptions.

    Step 5: Agents Scan the Canvas

    Each selected AI agent scans your page based on its area of expertise.

    During this process, the agents analyze a complete snapshot of your site, including:

  • HTML and DOM structure
  • CSS layout and visual hierarchy
  • On-page copy, CTAs, and tone indicators
  • Metadata and SEO structure
  • Screen size, browser, and device context
  • After scanning, the agents compile a unified report that includes:

  • Overall impression – Highlights what’s already working well
  • Recurring themes – Groups similar findings by frequency and reporting agent
  • Team notes and observations – Shows alignments, inconsistencies, and duplicate points
  • Effort estimate – Adjusted to your selected experience level
  • Top priorities – Pinpoints high-impact actions to focus on first
  • Next steps – Suggests converting insights into tasks, running another review, or sharing results with stakeholders
  • Agent Example Checks:

    AgentWhat it flags
    PixelMisalignment, spacing issues, visual drift.
    LexiUnclear copy, off-brand tone, weak CTAs.
    NaviContrast issues, small text, screen reader gaps.
    ClaroVague feedback turned into clear tasks.
    IndexBroken headings, missing alt text, link gaps.
    GlitchConsole errors, broken forms, Safari layout bugs.
    AI Scanning Page for Strategic Overview
    Viewport Analysis in Progress
    Note
    These checks happen in parallel and typically finish within a few seconds. Credit usage may vary based on the complexity of the design.

    Stopping a Review in Progress

    You can stop an AI Review at any time while agents are scanning.

  • Click the Stop Review button in the review panel
  • The scan halts immediately
  • No additional AI comments or tasks are generated
  • Any AI suggestions already created before stopping will remain visible.

    Note
    Stopping a review helps avoid unnecessary AI processing and credit usage if you decide not to continue.

    Step 6: View Temporary AI Tasks

    Once the scan is complete, you’ll see temporary task suggestions (also called temp tasks) appear directly on the canvas.

    Each suggestion includes:

  • A description of what was found
  • A visual pin highlighting the affected element
  • Action options: Keep to turn it into a permanent task, or Hide to dismiss it
  • Swipe left to Hide or right to Keep
    Glitch Functionality Feedback
    Index Performance Feedback
    Navi Accessibility Task
    Lexi Content Feedback
    Pixel Design Task
    Note
    Temp tasks are only suggestions until you choose to keep them. This gives you full control over which AI findings become actionable tasks.

    Step 7: Keep or Hide Tasks

    Here’s how to handle AI task suggestions:

    A. Keep

  • The suggestion becomes a full Atarim task
  • You can assign it, edit the content, or add comments
  • The task becomes visible to your team
  • B. Hide

  • The suggestion disappears
  • It’s logged internally (for future training), but is not visible to others
  • C. Do Nothing

  • The suggestion stays pinned until you refresh or revisit the page
  • You can act on it later
  • Hide/Dismiss Task Suggestion
    Keep Suggestion
    Tip
    Hover over a task to preview its content before making a decision. Swipe actions make it faster to triage multiple AI suggestions, especially on smaller screens or touch devices.

    Step 8: Repeat or Re-Scan as Needed

    You can scroll to new sections of the page, or select Start New Review Cycle again to run another scan.

    This is helpful if:

  • You added new content
  • You changed layout or copy
  • You want to try a different combination of agents
  • Start New Review Cycle
    Recommendation
    Use the AI review loop to tighten feedback with every iteration — especially before client handoffs or QA rounds.

    Request Feedback Without Triggering Start Review

    You don’t need to move to the expert review stage yet. You can still get valuable feedback from your Inner Circle using a general task — perfect for asking questions, sharing context, and gathering targeted insights before launching a full page review (Start Review). Once you invite the expert agents, they’ll analyze each viewport, use their available tools, and add short written comments directly on the page, so only start that stage when you’re ready for a deeper, structured review.

    Step 1: Work with the InnerCircle to Get a Strategic Overview

  • Once the collaboration opens, click the Chat tab and type your question or context in the “What are we working on today?” field to create a general task.
  • Once you click Review This Page, the InnerCircle agents will automatically analyze your page. It scans a website to build a structured project brief, a summary that highlights strengths, weaknesses, and key opportunities for improvement across your design.
  • It identifies:

  • Business Overview
  • Products and Services
  • Brand Colors, fonts, and assets
  • Project Type, tone, and target audience
  • Constraints, goals, and success metrics
  • This is the Strategic Overview phase — only Claro is active here.
    AI Strategic Overview of the Page Sample
    Warning
    This is not linked to any page element until you select Start Review.
    Note
    This will scan and review the page to generate your Strategic Overview. Make sure “Receive a Strategic Overview” remains on to get these insights. This step will not create viewport-specific tasks generated by the InnerCircle.

    Step 2: Ask Your Question

    In the task description field, type the question or feedback request you’d like the Inner Circle to respond to.

  • Keep it open-ended for overall impressions (“What do you think about this page?”).
  • Or make it specific if you want focused feedback (“Is this headline strong enough?” or “Does the layout feel balanced?”).
  • “Lexi — is this CTA clear enough?”
  • “Pixel — are the elements aligned properly here?”
  • Enter Your Review Question or Focus Area
    General Feedback Task Example
    Follow-Up Triggers Targeted Inner Circle Feedback

    Step 3: Creating New General Task

    If you want to create a general task for sitewide changes that also aren’t linked to any specific element, use the General Task option in the chat panel. This is ideal when you don’t need to get a Strategic Overview or scan the page, but want to give direct instructions or request broad updates.

    Creating General Task
    Using the Annotation tool to mark visual areas on the page.
    Example of a General Task
    Exit from a General Task
    Creating a New General Task
    Tip
    This task is not tied to any element. You may want to use the annotation tool or attach a screenshot for visual reference.

    FAQs

    Are AI suggestions/feedback shared automatically?

    No. Only the tasks you choose to keep are visible to your team.

    How can I check how many AI credits I have?

    Go to Workspace Settings → Atarim AI Settings tab → Available Credits to see your remaining credits.

    What if I accidentally hide a suggestion?

    It can’t be recovered so make sure before hiding it.

    Can I choose which AI agents to use per review?

    Yes — you can choose agents per review, set them at the project or global level, or let presets auto-enable them, with the system remembering your last-used setup.

    How do I know if I have enough AI review credits?

    Before the scan begins, Atarim checks your available credits and notifies you if you’re running low, have reached your plan limit, or need to upgrade or reach out to an admin to check the Settings for available credits.

    What are “Temporary Tasks”?

    These are AI-generated suggestions that appear on the canvas after a scan — visible only to you until accepted, pinned with a preview, and optional to act on: click Keep (or swipe right) to turn them into permanent tasks, or click Hide (or swipe left) to dismiss them.

    Can I run multiple scans on the same page?

    Yes, you can run multiple scans on the same page after content or layout changes, to use a different combination of agents, or before client reviews, QA checks, or internal approvals.

    Will the AI suggest changes to the same thing twice?

    Only if it hasn’t been resolved or dismissed. Atarim AI avoids redundancy and focuses on the most relevant, unresolved issues per scan session.

    Is my brand data private?

    Yes. All discovery data, uploads, and prompts stay within your Atarim workspace.

    Conclusion

    Atarim’s AI review workflow gives you full control over when and how intelligent agents scan your project canvas. By manually selecting agents, confirming reviews, and accepting only what’s useful, you maintain clarity while benefiting from automation. The result is a cleaner, faster, and more accurate feedback loop.

    Tips & best practices

    Tip Description
    Only review high-fidelity canvases Agents work best when designs and structure are complete.
    Run before handoff Use reviews as a final QA before sending to clients.
    Let AI handle first-pass checks Accept the tasks that matter most — AI does the triage.
    Don’t overload with all agents Pick 2–3 agents relevant to your current role or focus.

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