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.
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.
curl -fsSL https://mcp.trylexsis.com/install.sh -o /tmp/lexsis-install.sh && sh /tmp/lexsis-install.shWhat 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
Replace the bracketed details, then give the complete prompt to your connected AI agent.
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 Do not publish.How the workflow works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.
- 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.
- 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.
- 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.
- 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
- 05
Produce section findings
Every section receives a decision:
- Keep
- Improve
- Replace
- Remove
- Test
When copy changes, the agent provides the exact replacement language.
- 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
- 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.
- 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.
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