Brand Proprietary Materials The foundation for expert content includes the «Medezhdy» catalog, technical documentation, and instructions: SKUs, dimensions, fabric composition, colors, packaging details, and care guidelines. This data is used to prepare guides, scripts, product descriptions, and answer frequently asked questions.Additional Sources—the team and production process. Expert commentary, photos, and process videos help showcase tailoring specifics, fabrics, and quality control.Customer Reviews and Inquiries Reviews and questions from Wildberries and Ozon help identify audience concerns: whether a case will fit, how it will sit, if the color matches, or if it is easy to maintain.Support tickets and social media messages supplement this information. Recurring questions form the basis for instructions, carousels, Reels, and dedicated Q&A segments. Reviews are used to study the customer experience but do not replace product specification documentation.Subscriber Materials Surveys, comments, and messages allow us to understand which everyday situations, colors, and topics interest the audience.Customer Photos, Videos, and Stories Client photos, videos, and stories help demonstrate the cases in real-life interiors. Such materials are included in publications only with the authors' permission.Internal Platform Analytics Views, saves, comments, and clicks help gauge interest in topics and formats. This data is used to adjust the thematic plan and select future publications.Open External Sources Competitor content is analyzed in terms of themes, formats, visual presentation, and positioning. The goal is to identify unmet audience needs, not to copy others' publications.

Data workflow is structured sequentially: material collection, anonymization, database integration, analysis, topic selection, content preparation, review, publication, and result evaluation.Collection and Preparation The individual identifies sources, selects materials, and verifies their usability. The workflow incorporates product specifications, reviews, inquiries, messages, and statistics. Automated services assist in merging permitted exports, deleting duplicates, and standardizing entries.Building a Unified Database For every piece of material, the source, date, original link, product SKU or category, and anonymized text of the question or observation are recorded. Additionally, the topic, audience segment, fact-checking status, permission to use customer materials, intended publication format, and responsible employee are noted. This structure allows tracing the origin of a topic and identifying which information has already been verified.Analysis and Topic Discovery Machine processing groups inquiries by categories: size, fit, color, fabric, care, and compatibility. This helps count repetitions and suggest publication themes. The individual validates the grouping and considers context. The editor then selects topics based on audience needs, brand goals, and current product offerings.Content Preparation Automated services generate drafts of copy, scripts, headlines, and photo shoot briefs. The editor refines the materials, infusing brand expertise and verifying specifications. The team captures real product demonstrations, selects visuals, and approves the use of customer-submitted content.Review and Publication Before release, the individual checks the text, images, links, accuracy of claims, and alignment of the publication with a specific product. An automated service can prepare the approved material for placement, but it should not unilaterally alter agreed-upon specifications or publish unverified drafts.Result Evaluation Services compile statistics for the selected period and generate a summary. The individual interprets the metrics: which topics engaged the audience, which questions remain unanswered, and what requires adjustment.

Source Material Usage Use only vetted materials, proprietary data, and accessible open sources. Do not bypass access restrictions. For every conclusion, retain the source and context so an editor can verify the original information.Attribute Verification Dimensions, composition, care instructions, configuration, and compatibility must be taken exclusively from a verified database for the specific item number. You cannot transfer the properties of one model to the entire product range. If information is insufficient, the service must state: «Clarification Required, ” instead of augmenting the answer with an assumption.Accuracy of Conclusions Separate individual customer experience from confirmed product specifications. For example, a review stating „it doesn’t slip for me“ does not become a guarantee of the same result on any furniture.In analytical summaries, specify the period and volume of materials reviewed. Do not present multiple comments as the consensus opinion of the entire audience.Communication Tone Write warmly, clearly, and practically. Avoid using pressure, intimidation, or phrasing that would induce shame regarding old furniture.Recommended text structure: the person’s situation, a possible solution, important limitations, and a clear next step.Image Usage AI visuals can be used for designated illustrations and interior design concepts. They must not present a generated fit as a real result of product use.For demonstrating fabric, color, construction, and „before/after“ transformations, use real materials from the specific model.Editorial Review Any material automatically generated is considered a draft until it is reviewed by a human. The editor is responsible for the facts, tone, visuals, permissions, and the relevance of links to the selected product.Results Analytics Views, saves, clicks, and orders are tracked separately. You cannot claim that a publication caused a sales increase unless the available data allows for it.

Thus, automation helps «Medezhda» process information and prepare content more quickly, while the team retains responsibility for expertise, accuracy, and audience trust.*Instagram belongs to Meta Platforms, a company recognized as an extremist organization and banned in the Russian Federation.