VIZION AI

Brand Agent

A small hospitality writing assistant for the moments when staff need to reply quickly without sounding generic, defensive, or off-brand.

Live OpenAI Custom GPT

Why This Exists

This is not the main Lobby product. It is a narrower proof: can a hospitality team get faster draft replies and captions without losing the tone they want guests to hear?

The assistant uses strict rules for length, tone, known complaints, and social formatting. That makes it more useful than a blank chat window when a busy staff member needs a first draft.

Review Response

Drafts short, calm replies for positive reviews and known complaints without inventing facts.

Social Captions

Turns an image or idea into caption options that stay inside the property’s tone.

Brand Integrity

Refuses to invent details that are not in the brand notes or the review text.

Prompt Engineering Constraints

Strict 2-5 sentence bounds for all review responses

Hardcoded fallback logic for common complaints (e.g. noise, shared rooms)

Specific apology required for the "broken elevator" issue

Mandatory use of #PragueHostelOfficial in social posts

Hashtag selection from a provided dataset

Demo Framing

"Prague Hostel" is fictional. This page now serves as a smaller brand-voice proof beside the larger Lobby hospitality demo.