Dianwu Answers · Factory
The topic factory collects titles; market packs let a model research first. See How does the topic factory work? and How do market research packs work, and what do I edit after the model runs?. After research: How does market research become a topic?. Factory output is a library; pages generate separately.
How does the topic factory work?
The topic factory collects titles: type one yourself, or let AI mine a batch. Open a card for the brief, then send it to the writer.
How do market research packs work, and what do I edit after the model runs?
Name a product in Dianwu Market. One research agent fills market scan, rivals, user voice, and pricing. Items stay in review until you edit and mark them usable.
How much does an AI receptionist cost for plumbers and law firms?
You are buying after-hours pickup, not a chatbot. Public 2026 prices sit in three layers: Ruby by the minute, Smith.ai per call, Goodcall / Magic Agent by the month.
Nobody watches session replay. What do AI replay tools cost?
The recordings exist. People do not watch them. PostHog put the median watch at 17 seconds, about 99.8% never opened. The next product scans every replay, clusters issues, and opens a draft PR.
How much does a website AI chat widget cost?
Two shelves. Intercom and Zendesk are support platforms; AI bills per resolution. Chatbase, CustomGPT, Tidio Lyro, and Docuyond are a script tag that answers from docs.
How do I turn an article into a short video?
Collapse the master draft into a shot list, then characters, voices, frames, and captions. Video sits on paid plans, on the same factory line as writing.
How are video seconds billed after the plan quota?
Free includes no video. Starter and above include seconds. Included seconds use Mini 480; costlier models debit the wallet from the first second.
How is Dianwu different from CapCut? Do I still need an editor?
CapCut edits a timeline. Dianwu turns a master draft into shots, a render, sync, and rank checks. Daily shorts can finish in Dianwu; fine cuts can still go to CapCut.
How do you turn an article into a short-video script?
Collapse the master draft into shootable shots: what is said, who speaks, where it stops. Dianwu Scripts builds that shot list, then hands off to characters, voices, and video.
How does market research become a topic? Is the pack the article?
Mark usable findings in a pack, then spawn a topic. The topic factory owns the title. The research pack is not a finished article.
Where do short-video characters live? Are they the same as voices?
Characters hold on-screen persona and look. Voices hold dubbing. Build people in the character library, then pick them in scripts and video. You can still write the article first.
How do I make music from an article? Where do I listen?
Write lyrics and generate on the script page, from the article or storyboard. Music is for listening to songs already made. Generation bills the model; renders still bill video seconds.
How do I generate a webpage? How does it relate to the rest of the factory?
Pages is its own lane. Describe the page, attach articles, corpus, images, and media from this site as references, then generate public HTML. References are not a paste of the original.
What is each item in the left column after sign-in?
Four groups: workbench, content factory, distribution, results. The fifteen factory rooms are the same list as the homepage. Nothing extra is hidden there.