About Mlola

Independent product clarity, measured.

Mlola publishes First Try, a standardized automated benchmark that measures how clearly leading AI systems understand a public product website.

Why First Try exists

Product teams need an inspectable way to see what AI systems understand from the same public material a new visitor encounters. First Try preserves that material, records independent interpretations, and makes disagreement visible.

Who operates it

Mlola is operated by Fikri Firdaus in Sidoarjo, Indonesia. The benchmark methodology, evidence rules, pricing, and ranking contract are published on this domain.

What this website sells

First Try is the only product offered through mlola.com. A purchase covers one standardized evaluation of a submitted public website and one versioned online result.

Contact

Questions about Mlola or First Try can be sent to hello@mlola.com.