MotionSKU Editorial and Research Policy

MotionSKU publishes educational content about ecommerce advertising research, scripts, production planning, and AI-generated product video. This policy explains how we distinguish facts, sources, inference, examples, and product claims.

Our content method

Our strategy content follows a consistent chain from Product Truth to market research, Buyer Profile, Mass Desire, UMP, UMS, Offer Brief, Necessary Beliefs, Hook, complete script, and video plan.

The method is informed by practical direct-response research documents supplied for the MotionSKU product, including frameworks for Pain Diving, Foundational Documents, competitor creative screening, and visual prompt development. We adapt those methods to a reviewable 9:16, 15-second product video workflow.

Evidence labels

We use six evidence states across the product and public examples.

• Product fact comes from a supplied product source or is directly visible in supplied media.
• Market source comes from public research with source context.
• Model inference is proposed by an AI model and requires review.
• User confirmed is information explicitly corrected or approved by the advertiser.
• Missing evidence is important information that has not been supplied or verified.
• Generated example is synthetic copy or media used to demonstrate a method.

Sources

We prefer primary and official sources for platform specifications, advertising policy, legal guidance, and model documentation. When a public source is not available, we identify material as an internal method, product decision, or generated example instead of presenting it as independently measured evidence.

Competitor product pages and advertising libraries may inform category research. The presence, repetition, or age of an advertisement is treated as a screening signal, not proof of conversions, profitability, or customer satisfaction.

Product and performance claims

MotionSKU does not invent prices, discounts, guarantees, certifications, test results, experts, customer counts, conversion rates, return on ad spend, or product outcomes. Generated media is not presented as documentary proof that a real-world result occurred.

When evidence is missing, we narrow the statement, label the inference, or ask for confirmation. We do not make a general promise that a research framework, script, or generated video will improve advertising performance.

AI-generated content

Language models may assist with research organization, synthesis, outlining, and drafting. Generated content is reviewed for internal consistency, product fit, claim boundaries, and alignment with the current MotionSKU workflow before publication.

AI characters must not be presented as real customers, named experts, or documented users when that is not true. Generated examples are labeled so they are not confused with customer work or measured campaign results.

Author and review identity

Articles are published by the MotionSKU Team unless a named author or reviewer is shown. The team byline means the article documents the product's research method or workflow. It does not imply professional legal, medical, scientific, or financial credentials.

Updates and corrections

We update content when product behavior, supported workflows, provider capabilities, platform specifications, or cited guidance changes materially. The article publication date and structured metadata help identify the version being read.

If you find an error, use the support or contact channel available in the MotionSKU application and include the page URL, the statement in question, and any supporting source. Material corrections should replace the inaccurate statement rather than adding a hidden clarification.

Advertising and material relationships

MotionSKU guides may link to the MotionSKU product and to official third-party guidance. Unless a page explicitly states otherwise, these links are not paid placements or affiliate endorsements.

If a material relationship affects a future article or recommendation, it must be disclosed near the relevant content.

Scope

Our content is educational and product documentation. It is not legal advice, platform approval, campaign management, media buying, or a guarantee of advertising results.