Arabic AI Bot Language Test

I need a native-level Arabic speaker to probe my conversational AI and tell me, in plain words, how well it sounds when a user tries to order food. The emphasis is on language accuracy, but not the grammar weeds; what matters is whether the bot’s replies feel contextually appropriate and use natural vocabulary and expressions that a real customer would expect.

You will chat with the bot through the web interface I provide, run several realistic food-ordering scenarios (add-ons, substitutions, delivery questions, payment, small talk, etc.), and note every time the response drifts off topic, chooses an odd word, or misses subtle cues. Screenshots or copied transcripts with time stamps are fine—whatever makes it easy for me to trace the issue back inside my model.

Deliverables
• A set of annotated chat transcripts highlighting each context or vocabulary problem and your suggested native phrasing.
• A brief summary (one to two pages) ranking overall conversational relevance and word choice, plus any recurring patterns you spot.

If the first round of feedback is clear and actionable, I’ll happily schedule follow-up passes as we tweak the model.