Role-specific context
SEO Specialists usually need briefs, clusters and page improvements. For ai image prompts, the biggest issue is inconsistent scenes, missing product details and unrealistic outputs.
This page uses role constraints such as indexation, search intent, and content quality so the prompts are not just generic templates.
Image Prompts Context Builder
Best for: SEO Specialists working on image generation scenes, lighting, camera direction and composition in general work
Act as a senior image specialist. You are helping a SEO Specialist in general work create a image prompt. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to collect missing context before trying to create a image prompt. Return a usable image prompt plus rationale, checklist and next step. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: create a image prompt; scenario: inconsistent scenes, missing product details and unrealistic outputs; deliverable needed: image prompt; constraint: keep it specific and reviewable.
Expected output: image prompt with a clear structure, one example, and a review checklist
Image Prompts First Draft
Best for: SEO Specialists working on image generation scenes, lighting, camera direction and composition in general work
Act as a senior image specialist. You are helping a SEO Specialist in general work create a image prompt. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to produce a usable image prompt for SEO Specialist. Return a usable image prompt plus rationale, checklist and next step. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: create a image prompt; scenario: inconsistent scenes, missing product details and unrealistic outputs; deliverable needed: shot list; constraint: keep it specific and reviewable.
Expected output: shot list with a clear structure, one example, and a review checklist
Image Prompts Critique and Improve
Best for: SEO Specialists working on image generation scenes, lighting, camera direction and composition in general work
Act as a senior image specialist. You are helping a SEO Specialist in general work create a image prompt. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to audit the shot list against the real goal and constraints. Return a usable image prompt plus rationale, checklist and next step. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: create a image prompt; scenario: inconsistent scenes, missing product details and unrealistic outputs; deliverable needed: composition notes; constraint: keep it specific and reviewable.
Expected output: composition notes with a clear structure, one example, and a review checklist
Image Prompts Format Converter
Best for: SEO Specialists working on image generation scenes, lighting, camera direction and composition in general work
Act as a senior image specialist. You are helping a SEO Specialist in general work create a image prompt. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to turn raw notes into a clear composition notes for general work. Return a usable image prompt plus rationale, checklist and next step. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: create a image prompt; scenario: inconsistent scenes, missing product details and unrealistic outputs; deliverable needed: negative prompt; constraint: keep it specific and reviewable.
Expected output: negative prompt with a clear structure, one example, and a review checklist
Image Prompts Quality Check
Best for: SEO Specialists working on image generation scenes, lighting, camera direction and composition in general work
Act as a senior image specialist. You are helping a SEO Specialist in general work create a image prompt. First, restate the goal in one sentence. Use this context: [context]. Audience: [audience]. Constraints: [constraints]. Brand or communication tone: [tone]. Your task is to check assumptions, risks and unclear claims in the negative prompt. Return a usable image prompt plus rationale, checklist and next step. Include: 1) a ready-to-use draft, 2) a short rationale, 3) a review checklist, and 4) three missing-information questions if the context is incomplete. Do not invent facts, prices, policies or results that are not provided.
Example input: Goal: create a image prompt; scenario: inconsistent scenes, missing product details and unrealistic outputs; deliverable needed: style direction; constraint: keep it specific and reviewable.
Expected output: style direction with a clear structure, one example, and a review checklist
Realistic examples
| Raw request | I need help with image generation scenes, lighting, camera direction and composition for SEO Specialist. |
|---|---|
| Better context | Scenario: inconsistent scenes, missing product details and unrealistic outputs. Audience: [audience]. Constraint: use a practical, non-hype tone. |
| Better result | Ask for image prompt, shot list, composition notes with a review checklist and missing questions. |
Workflow
- Define the real decision: what the SEO Specialist needs after using the output.
- Add the operating context for the project: audience, constraints, proof points and unavailable information.
- Run a context-builder prompt before asking for the final deliverable.
- Generate the first version for: complete the task.
- Ask the AI to critique its own answer against clarity, specificity and risk.
- Edit the final output manually before publishing or sending it.
Review checklist
- The prompt states the user role and business context.
- The output format is explicit enough to review quickly.
- The prompt asks for missing-information questions instead of invented details.
- The answer includes a checklist or next step, not only a paragraph.
- Claims, numbers, policies and examples are checked before use.
FAQ
Why are these prompts different for SEO Specialists?
They include role-specific constraints: indexation, search intent, and content quality.
How should I adapt them?
Replace the role, goal and context variables with your real project details before generating the output.
Are these pages indexed?
Only English role pages that pass the quality gate are included in the sitemap. Other language long-tail pages are available for users but noindexed until reviewed.
Editorial quality
Score: 76/100
Robots: noindex,follow
This page is useful for users, but it is not included in the sitemap until editorial review confirms stronger uniqueness and demand.