AI Video Playbook

Sources and method

How the facts on this site were collected, what could not be checked, and the most important source links.

Every price, limit and version on this site comes from a research pass finished on 15 Oct 2026. This page explains how that research was done, where it is weak, and which sources matter most. Last checked 15 Oct 2026.

Method

The research followed a fixed order. Official sources always win over community claims when they disagree.

OrderSource typeHow it was used
1Official docs, pricing pages, help centers, vendor blogsFirst source for every price, limit, version and prompt syntax
2Checkout pages seen by the site ownerScreenshots taken on 15 Oct 2026 in Vietnam for Dreamina and Kling plans
3Hands on tests and creator write upsWorkflows, take counts, real costs, failure modes
4Posts on XSentiment, complaints and shared workflows from 1 Aug to 15 Oct 2026
5Third party articles and comparisonsOnly where no official figure existed, and always labeled

How facts are labeled on the site:

  • No label means an official source states it.
  • "Third party" means it comes from a reseller, competitor or review, often with a reason to push one tool.
  • "Reported by users" or "community" means creators said it, not the vendor.
  • "Not confirmed" means the research could not find it on an official page.
  • "Consensus" means at least three independent sources agree. "Single source" means one test or one author.

Some official pricing pages render prices in the browser only and did not load for the research tools (Dreamina, kling.ai membership, wan.video, pixverse.ai, vidu.com plans). Those consumer plan prices are the weakest part of the data. Where the site owner saw the checkout page directly, those numbers are used instead.

How X was searched

Posts were collected two ways: through an X API client (Top results, 1 to 2 pages per query, 34 query files) and through a browser based X search tool on the site owner's Chrome profile (2 runs, including Vietnamese language posts). The window was 1 Aug to 15 Oct 2026. A second pass on 15 Oct 2026 ran fresh X API queries for the video from code, Blender and fonts pages (58 more query files), alongside official docs and articles for those topics.

Reddit could not be read directly

Reddit was blocked for every research tool at the network level. reddit.com, old.reddit.com and the Reddit API all refused the requests, the fetcher was turned away by a bot wall, and the search tool rejected reddit.com as a domain. No claim on this site is quoted from a Reddit thread.

Reddit opinion reaches this site only secondhand, through articles that summarize it. Those articles do not link specific threads, so treat their views as indirect. The two used most:

How sponsored posts were filtered

Most high reach AI video posts on X in this window were paid or coordinated. Each post was tagged before it was used.

TagWhat it meansExample signals
OrganicNo disclosure, no campaign pattern, usually a candid or mixed verdictSide by side tests that admit a loss, complaints, posts that show settings and cost
SponsoredDisclosed or from the vendor#ad, #partner, #DreaminaPartner, #klingECP, [PR], "comment GUIDE" funnels
Likely promoNo disclosure, but matches a campaignSame numbers and phrasing from many accounts on the same day, waves within hours of a vendor post

Patterns that were filtered out:

  • Identical copy across many accounts, for example a "Nike spends 2M USD on a stadium shoot" post repeated word for word by at least 8 accounts.
  • Launch waves timed to the hour, for example Wan 3.0 "unlimited" posts from 10 or more accounts within about 6 hours of the vendor post.
  • Creator programs that pay in credits (Higgsfield Creator Partnership Program, Kling #klingECP, Dreamina #DreaminaPartner and #DreaminaCPP).
  • Get rich framing ("30k USD a month from AI videos").

Only organic posts were used for opinions. When a claim on this site mostly comes from paid posts, the page says so.

Most important sources

Official: ByteDance Seedance and Dreamina

Official: Kling

Official: Google

Official: other models

Official: platforms and aggregators

Official: audio, editing and code video

Official: Claude and video from code

Official: Blender and 3D

Official: fonts and text in any language

Official: platform rules

Hands on tests and creator write ups

Organic posts on X used most

Known gaps

  • Dreamina credit cost per clip, credit expiry, and free tier watermark rules are not published.
  • Kling 4.0 full release status on 15 Oct 2026 could not be confirmed. Kling 4.0 credit costs are not published.
  • Consumer plan prices for wan.video, Vidu and PixVerse could not be read from the official pages.
  • No independent performance data exists for AI music videos.
  • Direct Reddit sentiment (blocked, see above).

Last checked 15 Oct 2026.

On this page

MethodHow X was searchedReddit could not be read directlyHow sponsored posts were filteredMost important sourcesOfficial: ByteDance Seedance and DreaminaOfficial: KlingOfficial: GoogleOfficial: other modelsOfficial: platforms and aggregatorsOfficial: audio, editing and code videoOfficial: Claude and video from codeOfficial: Blender and 3DOfficial: fonts and text in any languageOfficial: platform rulesHands on tests and creator write upsOrganic posts on X used mostKnown gaps