AI Suggestions
PerfLeaf uses an AI agent to analyse your scan data and generate prioritised, actionable recommendations. Suggestions are generated once per report or page and cached — you won’t be billed for repeated views.
Where they appear
Section titled “Where they appear”- Site Report — an AI Recommendations section shows report-level suggestions aggregated across all pages.
- Page Report — a per-page AI Suggestions card shows recommendations specific to that URL.
What the AI analyses
Section titled “What the AI analyses”The AI agent considers:
- Your Performance Score and category grades
- Core Web Vitals values and thresholds
- Asset sizes (JS, CSS, images)
- Accessibility issue count
- Security header status
- DOM complexity metrics
- CO₂ emissions
- GEO Analysis scores
- Detected tech stack
Recommendation structure
Section titled “Recommendation structure”Suggestions are grouped into categories (e.g. Performance, Accessibility, Security, GEO / AI Agent Compatibility) and each item includes:
- Recommendation — what to do
- Priority — High, Medium, or Low
- Impact — what improvement is expected
- Code example — optional, where applicable
High-priority items are flagged in red, medium in orange, and low in green.
Generating suggestions
Section titled “Generating suggestions”If suggestions haven’t been generated yet for a report or page, click the Generate AI Suggestions button. Generation typically takes 10–30 seconds.
Action plans
Section titled “Action plans”From any page’s AI suggestions you can create an Action Plan — a structured list of fixes. See Action Plans.