Real estate listing visual

Improve or stage a real estate image for promotion

Use this skill when you need a repeatable image workflow, not a one-off prompt guess. It defines the input, output, tool path, and quality gate before generation starts.

Input

property photo

Output

listing visual

Use this skill Copy options

Best fit

Local service promotion

GPT Image 2FLUX Kontextinpainting

Needs realism and disclosure caution

Job to be done

Create listing visual from property photo, using a task-first workflow instead of a loose prompt dump.

Workflow type

image-editing, inpainting

Quality promise

The output must preserve user intent, survive visual inspection, and be ready for the target channel.

Workflow outline

Prepare the source input: property photo.
Pick a first tool path: GPT Image 2, FLUX Kontext, inpainting.
Generate or edit toward the promised deliverable: listing visual.
Review the image for drift, broken details, unreadable text, and weak composition.
Save the prompt, references, and final settings that produced the best reusable result.

Copy-ready skill card

Skill: Real estate listing visual

Scene: Business / Local service promotion

Input: property photo

Output: listing visual

Tools: GPT Image 2, FLUX Kontext, inpainting

Example input: Product photo: front-facing bottle on a plain table

Channel: Amazon or Shopify product listing

Must preserve: label text, cap shape, bottle color, size ratio

Background target: clean white or light neutral

Do not add: fake certifications, badges, reviews, or unverified claims

Quality check: the result must match the promised output and preserve the user intent.

Branch logic

If the user has not provided property photo, ask for it before generating the final listing visual.
If a reference image is provided, preserve the subject identity, proportions, and important details before changing style or scene.
If the first result fails visual inspection, fix the smallest broken area first instead of regenerating the whole image.
If the first tool path fails, switch to the next listed option: FLUX Kontext, inpainting.
If the task depends on masks, text, or object edges, inspect those details at full size before accepting the output.
If the image will be published commercially or publicly, run the risk guardrails before export.

When not to use

Do not use this as proof that the generated listing visual is factually real or legally approved.
Do not use it when the user needs professional legal, medical, safety, or regulated-compliance judgment.
Do not publish the result until rights, consent, authenticity, and platform constraints have been checked.

Copy distribution

Take this skill into your AI tool as a prompt, a workflow card, or a portable SKILL.md draft.

Quality gate

The final asset clearly matches the requested listing visual.
The main subject still reflects the original property photo.
Text, hands, logos, edges, and product details are not visibly broken.
The result is usable in the target channel without another full regeneration.
Confirm the user has rights or consent to use the source photo and avoid exposing private personal details.
Treat platform, listing, or local advertising rules as external constraints that must be checked before publishing.