Clean Up Conversations by Avoiding 'Teaser-Style' Phrasing
Eliminate clickbait-style lead-ins for professional, natural-sounding results.
Leverage the 'Instant' model update to generate content or summaries that move straight to the point without 'teaser' phrasing or overly bullet-heavy formatting.
The Scenario
You need to summarize an internal report for your team and want it to sound professional and direct, avoiding typical 'AI-isms' or clickbait-style headers.
Before & after
Users used to spend 5–10 minutes editing out 'fluff' and 'teaser' language like 'You'll never believe...' or 'If you want to know...' from AI-generated content.
The updated GPT-5.3/5.5 models naturally avoid these tropes, delivering direct value in seconds. Use the prompt to ensure the model focuses purely on the information you need.
The Prompt
Provide a summary of [INSERT_URL_OR_TEXT]. Use an 'Instant' style: keep the tone natural, conversational, and avoid any teaser phrases or unnecessary introductory fluff.
The latest updates specifically target 'teaser-style' phrasing that feels robotic or clickbaity. By using the 'Instant' model, you get a warmer, more conversational tone that is easier to read and requires less manual polishing.
Source
Model Release Notes | OpenAI Help Center"improves follow-up tone and reduces teaser-style phrasing in responses (e.g., “If you want…”, “You’ll never believe…”)."