Fashion AI SchoolLab

advanced · 6 steps

Trend Report to Capsule Collection to Lookbook

Go from a market trend report to a fully conceptualized capsule collection and a complete AI-generated lookbook ready for pitching or launch.

  1. Perplexity
  2. ChatGPT
  3. Midjourney
  4. Flux
  5. Midjourney
  6. Canva

Goal

Design an entire capsule collection concept and visualize it as a finished lookbook, starting only from market trend data.

Expected result

A complete, buyer-ready capsule collection concept with named pieces, full lookbook imagery, and a polished PDF lookbook document.

  1. 1
    Perplexity

    Pull the trend report

    Gather a structured overview of what's trending across fabrics, silhouettes, and colors for the upcoming season. This gives you a data-backed starting point rather than designing purely from personal taste, which is critical when pitching a capsule collection to buyers or stakeholders.

    Prompt for Perplexity
    Summarize the key fashion trends for [SEASON/YEAR] relevant to [CATEGORY, e.g. womenswear resortwear]. Cover: top 3 color trends, top 3 fabric/texture trends, top 3 silhouette trends, and one cultural or lifestyle driver behind them.
  2. 2
    ChatGPT

    Define the capsule concept

    Turn the trend data into a specific 6-8 piece capsule collection concept with a name, story, and a description of each individual piece. This structured piece list is what will drive every image prompt in the next steps.

    Prompt for ChatGPT
    Using this trend report: [PASTE TRENDS], design a 6-piece capsule collection. Give it a name and one-paragraph concept story, then list each of the 6 pieces with a short description (silhouette, fabric, color, one distinguishing detail).
  3. 3
    Midjourney

    Generate the core garment visuals

    Create the first visual pass of each piece as flat garment renders or simple on-model sketches, useful for reviewing proportions and colorways quickly before committing to full campaign-style imagery.

    Prompt for Midjourney
    Fashion flat sketch style illustration of [PIECE DESCRIPTION], front view, on a plain white background, showing accurate proportions, fabric texture, and color [HEX OR COLOR NAME], technical fashion illustration style.
  4. 4
    Flux

    Produce the full lookbook shoot

    Once garment concepts are approved, generate full on-model lookbook images for each piece in a consistent setting and styling language, treating this like a real editorial shoot with front, back, and detail angles for each look.

    Prompt for Flux
    Editorial lookbook photo of a model wearing [PIECE DESCRIPTION] from the [CAPSULE NAME] collection, minimalist studio set with [BACKDROP COLOR], soft directional lighting, full body front view, consistent styling with previous shots.
  5. 5
    Midjourney

    Add detail and texture shots

    Generate close-up detail images of fabric texture, stitching, and hardware for each piece, which are essential for a lookbook to feel credible and complete, and give buyers or customers confidence in the craftsmanship implied by the design.

    Prompt for Midjourney
    Extreme close-up macro photo of [FABRIC/DETAIL, e.g. hand-stitched hem, brass button, ribbed knit texture] from [PIECE NAME], soft natural light, shallow depth of field, realistic texture rendering.
  6. 6
    Canva

    Assemble the final lookbook

    Lay out all garment, model, and detail shots into a professional PDF or digital lookbook with a cover page, collection story, and one spread per look, ready to send to buyers, press, or use as a launch asset.

    Prompt for Canva
    Design an 8-page fashion lookbook layout: cover page with collection name '[CAPSULE NAME]' and hero image, page 2 with collection story text, then one full spread per look showing the model shot plus a small detail inset, minimalist grid layout, [BRAND FONT/COLORS].