> ## Knowledge Base Index
> Fetch the complete knowledge base index at: https://help.stylishcostcalculator.com/sitemap.xml
> Use this file to discover available pages before exploring further.
> Pure-Markdown content can be obtained by appending a '.md' suffix to the content URLs listed in the sitemap (without the trailing slash).

# Columns: Is there a way to split the form into 2 or 3 columns?

# A/B test your calculator (copy + Smart URL)

Run A/B tests by duplicating calculators and using Smart URLs for variants.

## Workflow
1) In the calculator list, use **Copy/Duplicate** to create a variant.
2) Edit the variant’s pricing/options as your B version; save.
3) For each variant, grab its **Smart URL** (Calculator header → Smart URL).
4) Send traffic to Variant A vs Variant B URLs; compare conversions.

## Tips
- Keep only one change per variant (price/text) to isolate impact.
- If embedding on pages, embed A/B separately and measure form submissions.