OpenAI calls GPT-6.1 Terra "a fast, efficient model that combines detailed visual reasoning and precise computer use alongside clearer, more natural writing." Their own examples: "drafting proposals and interpreting technical drawings to filling out forms and editing videos." The API docs add one that matters for e-commerce work: use it to "match product photos to catalog entries." That is why I read it as an admin model more than a creative one.
Sources: OpenAI announcement, API docs.
Paste your raw call notes and let it build the first draft of the proposal: goal, deliverables, timeline, what you need from the client. The prompt tells it to use only your notes and to mark gaps as [ASK CLIENT] instead of guessing, and to leave the price as a placeholder.
You fix the tone and the scope. The ready-made Prompt 1 is in the members pack.
Attach the product photos plus your catalog export (SKU, name, colour, variant). It returns one row per photo: matched SKU, a confidence level and what it matched on.
Lookalikes get both SKUs listed, and anything without a match says NO MATCH instead of an invented SKU. Spot-check the low-confidence rows yourself.
The ready-made Prompt 2 is in the members pack.
OpenAI lists editing videos among the computer-based tasks Terra is built for. In the API it outputs text only, so my version is a rough-cut brief: hook, shot order, where each line lands, what to cut, pacing notes, using only the clips you list.
It is something to react to. The taste stays with you.
The ready-made Prompt 3 is in the members pack.
ChatGPT: rolling out in ChatGPT Work and Codex on Plus, Pro, Business, Enterprise and Edu. It is not in regular Chat: "Terra is available in Work and Codex, not Chat." Pick GPT-6.1 Terra from the model list.
Access depends on your plan, region and workspace settings (release notes). API: model ID gpt-6.1-terra, $1 per 1M input tokens and $5 per 1M output tokens, about €0.90 and €4.48 at the ECB reference rate of Oct 27 2026 (1 EUR = 1.1150 USD).
OpenAI says standard API prices are 50% lower than GPT-5.6 Terra and GPT-6.1 Sol. Prompts over 272K input tokens cost more (2x input, 1.5x output) (API docs).
This guide is the full process. The ready-made version lives inside AI Creative OS on Skool, next to every other prompt pack I post.
