Last verified: October 6, 2026
What You Can Now Do
Context Memo now lets you describe what you want in natural language to auto-generate a new offer, and AI drafting no longer appears on subsequent edits. Instead of filling a blank offer form field by field, you write a few sentences about what you sell and who it's for, then generate a populated draft you review and correct. The practical change: the first version of an offer is now a review task rather than an authoring task, and once you save it, every later edit is yours alone. No suggestions re-appear in the edit view, so the record stays exactly where you left it.
Where It Is in Context Memo
This lives in the offers creation flow. Start a new offer and you'll see a natural-language description field at the top of the screen, alongside the option to fill the form manually. Open an existing offer and the screen is the plain edit form: the describe-to-create field and any AI drafting prompts are gone.
How to Use It
- Go to the offers area and start a new offer. The creation screen opens with a description field for the describe-to-create flow.
- Write a plain-language description of the offer. Name what it is, who buys it, what problem it removes, and how it's priced if that's material. Specific input produces specific fields; a one-line description produces a thin draft.
- Generate. The offer fields populate from your description, and you land on a filled form rather than an empty one.
- Read each generated field against your approved positioning language and correct anything the description didn't carry. This is the one pass where generation is involved, so catch wording problems here.
- Save. The offer is now a standard record. Reopen it any time and you get the edit form with no drafting layer on top of your copy.
Why We Built It
Two complaints pointed at the same screen. Building an offer from scratch was slow, and teams wanted to describe the thing in the words they already use in sales conversations rather than translate it into form fields one at a time. The second complaint was the inverse: AI suggestions showing up during editing got in the way of small, deliberate corrections, and reviewers couldn't tell whether a field reflected their intent or a draft they hadn't approved. That ambiguity matters when offer language flows into content buyers and AI models read. Generation now happens once, at creation, under review, and then stops.
What It Does Not Do Yet
Describe-to-create applies to new offers only. There is no regenerate action on an existing offer and no AI rewriting inside the edit flow, by design. If an offer's positioning changes materially and you'd rather start from a description than edit field by field, create a new offer from the updated description and retire the old one. Also worth planning for: the quality of the generated draft is bounded by what you write in the description. If your source positioning lives in a deck or a wiki rather than in your head, paste the relevant lines into the description before generating instead of expecting the model to infer them.