Workflows/Page optimization

Find what is weakening your landing page

Use live page evidence, analytics and Shopify data to identify the largest source of friction before changing the design.

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Install

Install Lexsis MCP and skills in your AI client.

Run the installer, then follow the authentication prompts to connect Lexsis MCP and add the workflow skills to your supported AI client.

Run in your terminal
curl -fsSL https://mcp.trylexsis.com/install.sh -o /tmp/lexsis-install.sh && sh /tmp/lexsis-install.sh

What this workflow does.

This workflow audits an existing Lexsis page and produces a structured optimization plan.

The agent scores the page, identifies section-level problems, writes real replacement copy, evaluates every asset, and separates proven issues from ideas that should be tested.

Nothing is edited until you approve the plan.

What you need
  • Lexsis or custom-domain page URL
  • Target outcome
  • Intended audience
  • Traffic source
  • Evaluation window
  • Elements that must remain unchanged
  • Permission level: diagnosis only or edit after approval
Starting prompt

Copy, complete, and paste.

Replace the bracketed details, then give the complete prompt to your connected AI agent.

Copy and complete this prompt
Audit and optimize this Lexsis page: [URL]

Target outcome: [CONVERSION, ADD TO CART, AOV, TRUST, MOBILE UX, ETC.]

Audience and traffic source: [DETAILS]

Measurement window: [DATES OR PERIOD]

Preserve unchanged: [ELEMENTS]

Start with diagnosis only. Read the current page, source, analytics, product data, reviews and assets. Inspect the page at mobile, tablet and desktop widths.

Show me the scorecard, section findings, replacement copy, asset decisions, claim risks and optimization plan before editing.

After approval, update the existing page with version protection. Preserve its URL. Do not publish.

How the workflow works.

Follow the sequence in order. Approval and verification remain separate from page creation and live publication.

  1. 01

    Resolve the existing page

    The agent maps the supplied URL to an editable Lexsis page and reads its current page ID, version, source, sections and interactive components.

  2. 02

    Read performance evidence

    Where available, the agent examines:

    • Conversion
    • Add-to-cart performance
    • Bounce
    • Device split
    • Traffic attribution
    • Section drop-off
    • Experiment history

    Analytics outrank generic conversion advice.

  3. 03

    Inspect the actual experience

    The page is inspected at mobile, tablet and desktop widths.

    The agent checks the first screen, sticky elements, media crops, content order, navigation, interactions, layout shifts and overflow.

  4. 04

    Score the page

    The scorecard covers:

    • Page-type fit
    • Above-the-fold clarity
    • Copy
    • Proof
    • Offer
    • Claims
    • Assets
    • Mobile experience
    • Conversion friction
    • Analytics evidence
  5. 05

    Produce section findings

    Every section receives a decision:

    • Keep
    • Improve
    • Replace
    • Remove
    • Test

    When copy changes, the agent provides the exact replacement language.

  6. 06

    Create the optimization plan

    The plan includes:

    • Main friction
    • Behavioural hypothesis
    • Protected elements
    • Approved replacement copy
    • Asset decisions
    • Claim controls
    • Work queue
    • Measurement approach
    • Whether an experiment is recommended
  7. 07

    Apply approved changes

    After approval, the agent reads the latest page version again.

    It updates the existing source using version protection, preventing unexpected changes from being overwritten.

  8. 08

    Verify the result

    The agent compares the old and new versions, runs integrity checks, and reviews the updated page at 390px, 768px and 1280px.

Lexsis MCP

How Lexsis MCP is used.

Each operation stays tied to the selected workspace, store, page and version for this workflow.

  • Resolve and inspect the page
  • Read current source and version
  • Read page analytics and attribution
  • Refresh product and review information
  • Inspect every visible asset
  • Search or import replacement assets
  • Compile updated source
  • Apply version-protected draft changes
  • Compare versions
  • Run integrity and hosted QA checks

What you receive.

The result includes the working artifacts and verification evidence needed for the next decision.

  • Evidence-based scorecard
  • Section-by-section findings
  • Final replacement copy
  • Asset plan
  • Claim and proof gate
  • Approved optimization plan
  • Updated existing draft
  • Version comparison
  • Responsive and commerce QA
Next

Continue with the next workflow.

Every workflow hands off to the next: set up, create, optimise, test, then publish with approval.

Testing and iteration

Test one meaningful page change

Turn a shopper uncertainty into a controlled experiment with one unchanged control and one verified challenger.

View workflow →Page launch

Publish the page you actually approved

Verify the exact page version, source, theme, assets and shopping journey before releasing it to customers.

View workflow →Store setup

Give your AI agent the context behind your store

Connect your Shopify store through Lexsis and create a reusable source of truth for your brand, theme, catalog, customer personas, policies, offers, and available reviews.

View workflow →
View all workflows →
Ready?

Ready to run this workflow?

Connect Lexsis MCP to the agent your team already uses, then start from the prompt above.

Audit my landing pageExplore Lexsis MCP →