Microsoft Copilot Fashion Image Caption Disclosure Prompts
An attractive AI image needs a caption that explains what it actually represents. Write disclosure beside the image instead of burying product uncertainty in fine print.
What to prepare first
State whether an image is a concept, an edit from a reference or a documentary photograph. Keep product facts in a distinct verified section.
Microsoft documents text-to-image creation and uploaded-image transformations in Copilot. Use references you are authorised to share, check current account access, and review the finished image yourself.
Microsoft Copilot image guidance, checked 21 October 2026.
Three checks for image caption disclosure
| Check | What to keep | When to pause |
|---|---|---|
| Creation method accurately named | Exact wording or a clear source photograph | The source is missing or ambiguous |
| Inventory claim supported | Your observation beside the relevant reference | The answer assumes an unverified detail |
| No invented test or shoot | The unresolved question and who can answer it | A purchase or listing depends on an unanswered claim |
A worked planning example
A fictional AI-generated coat scene illustrates a styling idea. Its caption identifies an editorial concept and does not call it a real shoot, a TryBuy product photograph or proof of physical fit.
This is a hypothetical editorial example, not a garment test, customer result or comparison between AI tools. Replace its circumstances with your own before using the prompts.
Eight copyable Microsoft Copilot prompts
Replace the bracketed fields and run the steps individually. Keep the source information beside the answer so a later revision cannot quietly change the facts.
Prompt 1: Identify how the image was made
Help me write an accurate fashion image caption. The creation method is [documentary photograph, generated concept or edited reference], the authorised source is [source], and the intended use is [editorial or product context]. Separate facts I know from missing information. Ask one necessary question if the creation method is unclear. Do not label an image as a real photoshoot simply because it looks realistic.
Prompt 2: Separate the concept from the product
Compare this image description [description] with the verified product record [record]. Identify which pictured elements correspond to the actual item and which are styling or fictional additions. Draft a caption that keeps those categories distinct. Do not imply TryBuy sells every pictured category or that accessories are included. If product identity cannot be established, describe the image as an editorial concept without naming an exact SKU.
Prompt 3: Write a short visible disclosure
Write three brief disclosure options for this fashion image [creation details]. Each must accurately name the creation method and make sense immediately beside the image. Keep any important limit in ordinary readable text. Avoid vague wording that suggests a documentary photograph when the scene was generated. Do not add unverifiable claims about the tool, model release, rights clearance or actual clothing performance.
Prompt 4: Preserve the useful garment facts
Using only these verified facts [facts], write a caption for [image]. Keep the factual product-reference sentence separate from the styling-concept sentence. Preserve the garment name and maker attribution when supplied. Do not infer fibre composition, manufacturing origin, comfort, measurements, certification, stock or price from generated texture and drape. If the source is silent, omit the claim rather than qualifying an invented fact.
Prompt 5: Localise without changing meaning
Translate this approved image caption [caption] into [language]. Preserve the creation-method disclosure, garment identity and distinction between an editorial concept and the item actually offered. Keep the original beside the translation and flag ambiguous fashion vocabulary for a fluent reviewer. Do not add regional dress rules, product benefits or a stronger authenticity claim to make the translation sound more persuasive.
Prompt 6: Keep alt text descriptive
Draft concise alt text and a separate visible caption for this fashion image [description and creation method]. Alt text should explain the useful visual content in this page context. The caption should explain the image’s status and any relevant product distinction. Avoid keyword stuffing or repeating the whole article. Do not put essential disclosure only inside the generated image where readers cannot select or reliably read it.
Prompt 7: Check for misleading implications
Audit this image and caption pair [description and caption] against [sources]. Check whether the wording invents a real shoot, physical fitting, garment test, customer result or product availability. Identify any mismatch between the pictured garment and the named product. Give one minimal correction for each issue and state what remains unknown. Do not claim the correction has been tested on actual shoppers.
Prompt 8: Prepare the publication note
Prepare the final caption handover for [approved image]. Include the buyer-facing caption, descriptive alt text and a short private checklist for the editor in separate sections. Keep source permissions, product verification and creation-method questions visible to the editor without publishing internal notes. Mark the caption ready only when its facts are supported. Do not promise rankings, clicks, conversions or image-generator accuracy.
Before using a concept in a listing
Keep the documentary product photographs available. Reject a changed construction detail rather than accepting it because the mood is attractive. Use the generated result as an editorial concept unless every product representation is supported and approved. A picture cannot prove fibre composition, measured performance, physical fit or stock.
Frequently asked questions
What if the source does not show creation method accurately named?
Keep that detail unresolved. Request the relevant photograph, written specification or real-world observation. Asking the assistant to sound more certain does not add evidence.
Can I use this workflow for international readers?
Yes. State the intended language and explain unfamiliar clothing terms. Preserve original units and add a separately checked conversion when needed. Do not infer climate, dress rules or personal preferences from nationality.
Continue with the relevant guide
Ai clothing reference preservation prompts
Ai fashion photography prompts
For optional image-generation and product-listing concepts, visit usefaces.com and review its current features, permissions and terms before using it.
Cover: AI-generated editorial concept. It is not a real photoshoot, inventory photograph or physical-fit demonstration. The pictured category does not establish TryBuy stock.