Would sample sizes increase first-time conversion for hero products?

I'm exploring strategies to boost first-time conversion rates for our flagship or hero products, which typically have higher price points and more complex purchase considerations. We've noticed potential customers often browse these items extensively but hesitate to complete the purchase. I want to understand whether introducing sample sizes or trial versions could help reduce purchase anxiety and increase initial conversion rates, especially for products that require significant customer commitment or have a higher learning curve.