Fix one claim and reorder around it
The source pointed in four directions at once. It converges on “we are doing this because we got stuck ourselves”, and the rest of the material follows that line.
Notes, bullet points, and half-formed ideas become a speech structure: opening, main line, turn, closing. Your own rhythm is kept and nothing is written for you. Quotations, sayings, and figures are never invented — they become slots listed for verification.
We identify the single claim the talk makes, reorder your material behind it, and leave citations and figures as slots.
SAMPLE OUTPUT
This is the complete output for the material in the demo above: a structure score, itemised shaping notes, the citations and figures to supply before you speak, and the structured draft. It is a demonstration, not a customer case.
The source pointed in four directions at once. It converges on “we are doing this because we got stuck ourselves”, and the rest of the material follows that line.
Opening, main line, turn, and closing each become a block with a stated job, instead of a flat list of points.
“Studies show efficiency improves a lot” has neither a source nor a magnitude. It becomes two slots, with a note to cut it if nothing can be supplied.
# Why we are doing this (structured draft) ## Opening State the claim directly: we are doing this because we got stuck on the problem ourselves first. ## Main line Three beats: what the problem is / what we tried / where we are now. ## Turn The mistake: the first version was rolled back two weeks after launch because we skipped a staged rollout. ## Closing Return to the opening claim, name the next milestone, then thank the room. **Slots to fill** - [citation needed: source] "Studies show efficiency improves a lot" has no source. Supply one before speaking, or cut it. - [data needed: the actual improvement and how it was measured] **Notes**: your short spoken sentences are preserved; no saying or quotation was added.
WHAT STRUCTURING DOES
A talk that does not land usually has not decided what it is claiming. Fix the claim and the material finds its order.
Long sentences work on paper and run out of breath on stage. Short sentences, spoken connectors, and pauses are part of the structure.
Where a saying or a figure is needed, we leave [citation needed: ...] and say exactly what to supply.
WHY IT IS WORTH DOING
The more material you have, the easier it is to read through it and be forgotten. Structure decides what the room takes away.
A written piece can be reread; a talk happens once. If the order is wrong, there is no second pass.
An invented figure said on stage ends up in the notes and the write-up, and is very hard to walk back.
Note: published guidance on speech writing generally emphasises a single claim, clear structure, and spoken rhythm, but conventions differ sharply by occasion — technical talks, pitches, ceremonies, and defences each have their own habits, and no single template fits all. This site organises material you already have. It does not generate facts, quotations, or figures, and promises no effect on an audience.
STRUCTURING DEMO
Open by talking about why we are doing this. Studies show efficiency improves a lot. We need to be long-term oriented. Then cover the mistakes we made, and thank everyone at the end.
# Why we are doing this (structured draft) ## Opening State the claim directly: we are doing this because we got stuck on the problem ourselves first. ## Main line Three beats: what the problem is / what we tried / where we are now. ## Turn The mistake: the first version was rolled back two weeks after launch because we skipped a staged rollout. ## Closing Return to the opening claim, name the next milestone, then thank the room. **Slots to fill** - [citation needed: source] "Studies show efficiency improves a lot" has no source. Supply one before speaking, or cut it. - [data needed: the actual improvement and how it was measured] **Notes**: your short spoken sentences are preserved; no saying or quotation was added.
Demo sample: one claim found, material reordered into opening, main line, turn, and closing, and the unsourced "studies show" turned into a slot. Paste your material to get your version (sign-in required; one credit per run).
WHY YOU CAN TRUST IT
Where a citation is needed we leave [citation needed: ...] and say what to supply. We never produce a plausible-looking source.
Short sentences, spoken connectors, and your own phrasing survive. We do not convert your talk into formal prose.
Claims, examples, and experience come from your material. We order and structure; we do not write content for you.
Submitted text is used for this single AI request and is not intentionally persisted. See the Privacy Policy.
FAQ
No. We organise material you already have into a speakable structure. The claims, examples, and voice stay yours.
We leave a [citation needed: ...] slot and list it for verification. We do not invent sayings, figures, studies, or other people's words.
Yes. Short sentences and spoken connectors are the rhythm of a talk, and we do not turn them into written prose.
One credit per run, usually done in seconds, returning the structured draft, shaping notes, and items to verify.
No. Credits never expire — whatever you do not use carries over to the next cycle instead of resetting.
Not yet. Each run processes one document and consumes one credit; there is no bulk upload or API today. Email us with your use case and we will assess it.
Not intentionally. Text is used for this single AI request only. See the Privacy Policy.
Technical talks, internal team sessions, pitches, defences, ceremonies, podcast outlines — any talk where you have material but no order yet, in Chinese or English.
SIMPLE PRICING
For an occasional publishing cadence, with a focused monthly credit allocation.
For frequent publishers who iterate on content continuously.
Our largest monthly credit allocation, for the heaviest continuous usage.
Credits never expire: unused credits carry over instead of resetting. Credits apply to this site only and are not shared with other sites.
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