# 01 Brief v0 — aieditorrsp.net product/search boundary

- task_id: t_5938cbf6
- tenant: site-aieditorrsp-20260528
- project_slug: aieditorrsp
- fixed_domain: aieditorrsp.net
- Cloudflare zone: 9313bcd5de4003b7cf1eefd3e844cb20, pending NS activation
- required NS: coraline.ns.cloudflare.com, nico.ns.cloudflare.com
- canonical primary_keyword: AI image editor with prompt
- secondary_keywords: AI photo prompt editor; ChatGPT photo editing prompts; AI photo editing prompts; AI image prompt editor
- verdict: GO_WITH_CONSTRAINTS

## 0. Decision

继续做，但产品方向必须从 “AI editor response / AI response editor” 改为 “prompt-based AI image editor + reusable style prompt library”。

aieditorrsp.net 不作为 exact-match SEO 资产使用。RSP 只解释为 Reusable Style Prompts，用于品牌内部含义；首页、title、H1 不写 “RSP Editing AI”。

一句话定位：
AI Editor RSP is an AI image editor with prompt templates: upload a photo, choose or build a reusable style prompt, generate a social-ready edit, and save the prompt for repeat use.

## 1. Locked site type

site_type: hybrid tool + prompt library + SEO content cluster

Primary product type:
- Prompt-based image-to-image editor
- Prompt builder for photo editing prompts
- Reusable prompt library with before/after examples

Not a:
- AI response/reply generator
- Generic AI image generator
- RSP Editing clone
- Preset/template download site
- Photoshop replacement

Why this type:
- SERP for “AI image editor with prompt” is tool-led: NoteGPT, AIEnhancer, Leonardo, DeepAI and similar tools offer upload + text prompt editing.
- SERP for “ChatGPT photo editing prompts” and “AI photo editing prompts” is content/library-led: Media.io, Picsart, PromptPlum, CarePhoto and similar pages provide copy-paste prompts.
- The open wedge is the combination: prompt library + prompt builder + runnable editor in one flow.

## 2. Search boundary

### Primary keyword

AI image editor with prompt

Search intent:
User wants to upload an existing image and describe the edit in text. They expect an immediately usable editor, not a blog post.

Required page response:
- Above-fold upload area
- Prompt textarea
- Ready prompt selector
- Generate action
- Before/after examples
- Free daily generation or demo state

### Secondary keyword cluster

1. AI photo prompt editor
- Intent: wants a tool that helps write/apply AI photo-editing prompts.
- Page: /ai-photo-prompt-editor

2. ChatGPT photo editing prompts
- Intent: wants copy-paste prompts for viral/social/photo edits.
- Page: /chatgpt-photo-editing-prompts

3. AI photo editing prompts
- Intent: wants prompt examples and formulas by edit type.
- Page: /ai-photo-editing-prompts

4. AI image prompt editor
- Intent: wants prompt-based image editing or prompt generation.
- Page: covered by home + builder language; create dedicated page only if SEO later confirms enough demand.

### Avoid keyword cluster

Do not target:
- RSP Editing AI
- rspediting
- ai editor response
- AI response editor
- AI editor rsp editing

Reason:
- Exact/RSP cluster has weak or no US/en volume.
- RSP overlaps with existing creator/content ecosystem.
- “response editor” has different intent and would produce a text/reply product that conflicts with fixed-domain research findings.

## 3. ICP

### ICP A — social creators using viral photo trends

Who:
Instagram/TikTok/Pinterest/X creators, usually non-designers, who see viral AI photo trends and want to recreate them with their own selfie/product/photo.

Pain:
They can find prompts scattered across articles, Reddit, Pinterest, or videos, but do not know which prompt works, how to preserve identity, or how to adapt it.

Current alternative:
Copy random prompts into ChatGPT/Gemini/Media.io/Picsart; manually tweak; abandon after bad outputs.

Trigger:
A trend appears: cinematic portrait, flash filter, collage, color grading, profile avatar, headshot, fashion editorial.

Hangout:
TikTok, Instagram Reels, Pinterest, Reddit prompt communities, YouTube shorts.

Willingness:
Low-to-medium. Good fit for free daily credits + paid credits if outputs are fast and usable.

### ICP B — solo marketers / ecommerce operators

Who:
Small ecommerce sellers, indie makers, social media managers, Etsy/Shopify sellers.

Pain:
They need product/social visuals but do not have time for Photoshop or designers.

Current alternative:
Canva/Picsart templates, background removers, generic AI image tools, Fiverr for occasional work.

Trigger:
Need campaign images, product background swaps, ad creatives, seasonal promos.

Hangout:
Shopify/Etsy communities, Facebook groups, Reddit ecommerce/marketing subs, X indie builder circles.

Willingness:
Medium. More likely to pay for batch exports, saved brand prompts, commercial-safe prompt packs, and higher monthly credits.

### ICP C — casual personal-brand users

Who:
Job seekers, consultants, creators, founders, newsletter authors who need better profile photos or social visuals.

Pain:
They do not want a full headshot product or design suite. They want a fast prompt that keeps face/identity recognizable.

Current alternative:
Generic headshot tools, ChatGPT/Gemini image editing, phone filters.

Trigger:
Need LinkedIn/X/avatar refresh, speaker bio, landing page headshot, profile banner.

Hangout:
LinkedIn, X, creator newsletters, founder communities.

Willingness:
Medium for one-off credits; lower for subscription unless repeated creator use.

### Primary ICP choice

Primary ICP: social creators using viral photo trends.

Why:
- Best match for “ChatGPT photo editing prompts” and prompt library cluster.
- Search behavior is already prompt-driven.
- The product can prove value quickly with public example prompts and no heavy enterprise workflow.
- SEO pages can map directly to trend/style prompt pages.

Secondary ICP for monetization: solo marketers / ecommerce operators.

## 4. Core user tasks

P0 tasks that must be possible on launch:

1. Upload an existing photo and apply a text prompt.
Acceptance: user can upload JPG/PNG/WebP, enter/edit a prompt, generate one result, preview and download.

2. Choose a reusable style prompt and apply it without writing from scratch.
Acceptance: user can select from at least 20 safe prompt templates, see before/after example, copy prompt, or apply prompt to editor.

3. Build a better prompt using structured controls.
Acceptance: prompt builder supports action, target area, desired look, keep-same constraints, negative constraints, aspect ratio/output intent.

4. Preserve identity/subject intent.
Acceptance: prompt builder defaults include keep face/pose/outfit/composition where relevant; UI warns that identity preservation is model-dependent.

5. Find a prompt by use case.
Acceptance: library supports categories and at least basic filters/search: portrait, product, background, color, social, professional.

6. Understand free limits before paying.
Acceptance: visible free daily credit count, output watermark/quality policy if any, upgrade CTA only after value is shown.

7. Know what is not allowed.
Acceptance: policy copy blocks celebrity/IP impersonation, explicit/unsafe image requests, official/complete/commercial-safety overclaims.

## 5. Competitive minimum

### Direct competitors / benchmarks

1. NoteGPT AI Image Editor
Baseline:
- Upload/paste image
- PNG/JPG/JPEG/WebP
- 20MB max
- Prompt-based edits
- No signup claim
- 2 free images daily, paid credits after
- Claims consistency and fast outputs

Our required minimum:
- Upload + prompt editor must be above fold.
- Free daily generation must be clear.
- Support common formats and sensible size limit.
- Preserve-subject language must exist, but not overclaim.

2. AIEnhancer AI Image Editor
Baseline:
- Upload/drag/drop/paste image
- Up to 4 images, 20MB each
- Prompt up to 4,000 chars
- No registration/payment/learning-curve positioning
- Use cases: social, product, artistic, marketing

Our required minimum:
- Simple upload and prompt flow.
- Prompt length suitable for detailed prompts.
- Use case sections for social, product, portrait, background.
- Privacy/session deletion claim only if implementation supports it.

3. PromptPlum / prompt library sites
Baseline:
- Curated prompt categories
- Portrait/fashion/photography/cinematic/digital art clusters
- Copy-paste prompt pages
- No native editor

Our required minimum:
- At least 20–40 prompt templates with categories.
- Each prompt page has title, use case, prompt, variables, keep-same instruction, safety note, example image, copy/apply CTA.
- Library must connect to editor, not stay as static content.

4. Media.io / Picsart content pages
Baseline:
- Trend prompt lists
- Editing formulas
- Prompt examples by category
- CTA to editor/product

Our required minimum:
- Formula-based prompt builder from day one.
- SEO content must teach prompt structure, not only list prompts.
- Prompt categories must map to real editor actions.

### Unique wedge

Competitors split into two groups:
- Editors without deep prompt library.
- Prompt libraries/content pages without runnable editor.

AI Editor RSP should own: reusable style prompts that can be copied, customized, and applied to an image editor in one flow.

## 6. Positioning

### April Dunford framing

Competitive alternatives:
- Generic AI image editors: NoteGPT, AIEnhancer, DeepAI, Leonardo, Picsart.
- Prompt libraries/content pages: PromptPlum, Media.io, Picsart blog, CarePhoto prompt bank, Pinterest prompt collections.
- Manual workflow: copy random prompt from social media, paste into ChatGPT/Gemini, iterate blindly.

Unique attributes:
- Reusable prompt templates attached to a runnable editor.
- Prompt builder that encodes action + target + desired look + keep-same constraints.
- Safe general-purpose style packs, avoiding celebrity/IP/religion/sports-event trend traps.
- SEO pages for prompt intent and editor intent, connected by one conversion flow.

Value mapping:
- Reusable templates → less prompt trial-and-error.
- Runnable editor → user sees value immediately.
- Builder constraints → better identity/subject preservation.
- Safe prompt scope → lower policy/IP risk.

Best-fit customer:
Social creator who wants to recreate AI photo styles quickly without learning prompt engineering.

Market category:
AI photo prompt editor / prompt-based AI image editor.

Trend:
Prompt-driven image editing is becoming mainstream through ChatGPT/Gemini/Nano Banana/GPT Image workflows; users now search for prompts and editors separately.

### Positioning statement

FOR social creators and solo marketers
WHO want to turn existing photos into polished AI edits without rewriting prompts from scratch,
AI Editor RSP IS an AI image editor with reusable style prompts
THAT lets them choose, customize, apply, and save prompt recipes in one flow,
UNLIKE generic AI image editors or static prompt libraries,
AI Editor RSP connects prompt discovery directly to runnable photo editing.

## 7. Message hierarchy for copy

Headline options:
1. Edit Photos with Reusable AI Prompts
2. AI Image Editor with Prompt Templates
3. Turn Photo Prompts into Real Edits

Recommended H1:
AI Image Editor with Prompt Templates

Subhead:
Upload a photo, choose a reusable style prompt, customize the details, and generate a social-ready AI edit without starting from a blank prompt.

Primary CTA:
Start Editing with a Prompt

Secondary CTA:
Explore Prompt Library

Benefits:
1. Faster edits: start from tested prompt recipes instead of guessing from a blank box.
2. More consistent results: every prompt includes what to change and what to keep the same.
3. One connected flow: copy, customize, apply, preview, and download without jumping between a prompt blog and another editor.
4. Safer launch scope: focused on general photo styles, product shots, portraits, and social visuals; no celebrity/IP prompt packs.

Feature language:
- Upload image editor
- Prompt template selector
- Four-part prompt builder
- Before/after examples
- Prompt detail pages
- Free daily generations
- Credit-based Pro upgrade

Proof placeholders:
- “Built for prompt-based photo editing workflows” is allowed.
- Do not invent user counts, ratings, model guarantees, or commercial-safe claims.

禁词 / avoid copy:
- official RSP editing
- RSP Editing AI
- guaranteed face match
- 100% accurate identity preservation
- copyright-free commercial use
- unlimited generations
- no restrictions
- celebrity prompt pack
- IPL / religious festival / movie-star style prompts in P0

## 8. Page matrix hypothesis

### Required indexable P0 pages

1. /
- primary_keyword: AI image editor with prompt
- intent: tool
- required value: live editor + prompt selector + examples
- index_policy: index

2. /ai-photo-prompt-editor
- primary_keyword: AI photo prompt editor
- intent: tool + builder
- required value: prompt builder workflow + apply to editor CTA
- index_policy: index

3. /chatgpt-photo-editing-prompts
- primary_keyword: ChatGPT photo editing prompts
- intent: prompt list/content + tool CTA
- required value: curated prompt list by social trend/use case, copy/apply CTA
- index_policy: index if final copy and examples are real

4. /ai-photo-editing-prompts
- primary_keyword: AI photo editing prompts
- intent: educational prompt library
- required value: prompt formula, categories, examples, builder CTA
- index_policy: index if substantive copy and examples exist

### Prompt detail pages — P0/P1

P0 first batch should be indexable only if each page has unique example, prompt variables, use case, FAQ/short answer, and apply CTA:

- /prompts/cinematic-portrait
- /prompts/background-swap
- /prompts/product-photo
- /prompts/color-grading
- /prompts/professional-headshot
- /prompts/social-avatar
- /prompts/studio-lighting
- /prompts/old-photo-restore

Potential P1 after data/copy freeze:
- /prompts/instagram-flash-filter
- /prompts/collage
- /prompts/fashion-editorial
- /prompts/black-white-portrait

Noindex until real content:
- empty prompt pages
- generated thin pages with no unique example
- unsafe trend pages involving celebrities, religious festivals, sports/event IP, or explicit impersonation.

## 9. IA hypothesis

Homepage sections:

1. Hero with upload/editor entry
- H1, subhead, upload box, prompt textarea, style prompt selector, Start Editing CTA

2. Prompt template strip
- 6–8 templates: cinematic portrait, background swap, product photo, color grading, headshot, social avatar, studio lighting, old photo restore

3. How it works
- Upload photo
- Pick or build prompt
- Generate and download

4. Prompt Builder
- action / target / desired look / keep same / negative constraints
- live generated prompt preview

5. Before/After examples
- safe self-owned or generated sample assets only

6. Use cases
- Social profile photos
- Product images
- Creator posts
- Professional headshots

7. Prompt Library
- category grid + CTA to all prompts

8. Pricing / credits preview
- free daily generations, Pro credits, no “unlimited” language

9. FAQ
- Is it free?
- What images can I upload?
- How do prompt templates work?
- Can it preserve faces/identity?
- Can I use outputs commercially?
- What content is not allowed?

10. Footer
- Privacy, Terms, Contact, disclaimer that it is not affiliated with RSP Editing or any third-party brand.

## 10. Runtime architecture

Default: Cloudflare Workers/OpenNext first.

Reason:
- Image editing calls need server-side API key protection.
- Free credit limits need rate limiting and abuse control.
- Paid credits/subscription later need Stripe Checkout, webhooks, user/account state.
- Prompt library and static SEO can be rendered within the same app, but generation should not expose provider keys in the browser.

Recommended stack:
- Next.js on Cloudflare via OpenNext or Pages Functions/Workers-compatible runtime.
- Cloudflare D1 for users, generations, credits, prompt metadata, abuse logs.
- Cloudflare R2 for generated result storage if outputs are persisted; otherwise short-lived provider URLs and explicit retention policy.
- Cloudflare KV or D1 for rate limits and prompt library cache.
- Turnstile on generation endpoint if abuse appears.
- Stripe Checkout + automatic_tax if paid credits/subscriptions ship in P0/P1.
- Analytics: GA4 + Clarity/Bing/Plausible-compatible events per site standard.

Static-only is not recommended unless P0 is downgraded to prompt builder + external editor links. That would weaken the competitive minimum and should be treated as a pivot, not the default PRD.

Core events:
- page_view
- upload_start
- upload_success
- prompt_select
- prompt_builder_change
- generate_start
- generate_success
- generate_error
- download_click
- copy_prompt_click
- upgrade_click
- checkout_start
- payment_success

## 11. Pricing hypothesis input for 墨账

Pricing is not final. Need cost model from selected image API.

Suggested shape:
- Free: 2 generations/day, no signup or lightweight anonymous session; stricter limits if provider cost is high.
- Pro: $9–$15/month, fixed monthly generation credits; no unlimited wording.
- Credit pack: one-time paid credits for casual users.
- Lifetime: only if cost ceiling is tight and monthly credits are capped.

Cost/risk notes:
- Image API unit cost drives free quota.
- Need abuse controls before opening anonymous free generation.
- If provider supports image retention/deletion settings, reflect honestly in Privacy copy.
- Do not promise commercial rights beyond provider terms.

## 12. Compliance / policy boundary input for 墨盾

P0 allowed:
- User-uploaded own photos
- General portrait improvements
- Product/background edits
- Color grading
- Studio/headshot-like styles
- Non-branded social visuals
- Old photo restoration, if users own the photo

P0 disallowed:
- Celebrity/personality imitation
- Political/public figure impersonation
- Sports league/IP-specific templates such as IPL packs
- Religious festival/personality prompt packs using protected imagery
- Movie/game/anime character lookalike packs
- Explicit sexual content or non-consensual edits
- Watermark removal / document manipulation / ID/passport edits
- Claims of official affiliation with RSP Editing, ChatGPT, Gemini, Nano Banana, Picsart, Media.io, etc.

Required disclaimers:
- Not affiliated with RSP Editing or any third-party brand.
- AI results vary by source photo, prompt, and model.
- Users are responsible for upload rights and output use.
- Commercial use depends on the underlying model/provider terms.

## 13. Design input boundary

Design should not look like a generic SaaS landing page only. It must show the tool immediately.

Visual direction:
- Creator/photo editing utility
- Clean dark or neutral editor surface
- Before/after image cards
- Prompt chips and builder controls
- Mobile-first upload and prompt flow

Required states:
- Empty editor state
- Uploading
- Uploaded image preview
- Prompt selected
- Generating/loading
- Success result
- Error/provider fail
- Free limit reached
- Upgrade prompt
- Unsafe prompt blocked

Assets:
- Use self-owned or generated example photos.
- Do not use celebrity, sports, religious, movie/game/anime, or third-party creator materials.
- Avoid scraping/rehousing thumbnails from competitor pages.

## 14. Development boundary

P0 capabilities:
- Homepage editor entry
- Image upload validation
- Prompt textarea
- Prompt selector
- Prompt builder
- Image generation/edit endpoint through Worker/server route
- Result preview/download
- Prompt library data model
- Prompt detail pages
- Rate limits and free quota
- Policy guardrails
- Privacy/Terms routes
- Sitemap/robots/schema
- Analytics events

NOT-DO:
- Full Photoshop replacement
- Layer editor, masking UI, brush UI, timeline, video editing
- Full community prompt marketplace
- Public user profiles and likes/comments
- Bulk team workflow
- Training custom models
- Scraping competitor prompts/assets
- Celebrity/IP prompt packs
- Uncapped/unlimited free or Pro generation
- Claiming exact face/identity preservation as guaranteed

## 15. Route contract draft

Canonical routes:
- / — index — AI image editor with prompt
- /ai-photo-prompt-editor — index — prompt builder/editor page
- /chatgpt-photo-editing-prompts — index — curated prompt content + CTA
- /ai-photo-editing-prompts — index — prompt formula/library page
- /prompts — index — prompt library hub
- /prompts/[slug] — conditional index — only if unique real prompt/example/copy exists
- /pricing — index or noindex depending final monetization; if thin, noindex
- /privacy — index
- /terms — index
- /contact — index/noindex acceptable

Aliases/redirects:
- /privacy-policy -> /privacy 308
- /terms-of-service -> /terms 308
- /prompt-library -> /prompts 308 if used in copy

API routes:
- /api/generate-image
- /api/upload or direct signed upload if using R2
- /api/credits
- /api/checkout if paid P0/P1
- /api/stripe/webhook if paid P0/P1

## 16. SEO copy freeze inputs for downstream

Before design starts, 墨引/墨笔 must freeze copy for at least:
- /
- /ai-photo-prompt-editor
- /chatgpt-photo-editing-prompts
- /ai-photo-editing-prompts
- /prompts hub
- first 6–8 prompt detail pages if indexable

Copy must include:
- final H1/H2/H3
- target word counts
- FAQ blocks
- schema text
- exact CTA text
- prompt examples and variables
- content-fit priority: above fold vs lower page vs collapsible

Do not let design invent new IA after copy freeze. Do not let frontend hide SEO content in inaccessible placeholder blocks.

## 17. Downstream next inputs

For 墨账 / pricing:
- Cost model needed for selected image API.
- Free quota starting assumption: 2 generations/day or lower if API cost requires.
- Paid model: monthly capped credits + one-time credit packs.
- No unlimited language.

For 墨盾 / compliance:
- Review upload/image-generation policy.
- Confirm prohibited prompt categories.
- Draft Privacy/Terms language around uploads, retention, provider processing, commercial rights.

For 墨引 + 墨笔 / SEO copy freeze:
- Primary keyword and page matrix above are locked.
- Need final page copy before design.
- Index only pages with real examples and useful prompt content.

For 墨影 / design:
- Build around editor-first homepage, prompt library, builder, before/after states.
- Include all interaction states listed above.

For 墨界 / 墨枢 / build:
- Workers/OpenNext first.
- Server-side provider calls only.
- D1/KV/R2 if credits, rate limits, result persistence, or paid flow are included.

## 18. Verification performed

Inputs read:
- /root/.hermes/reports/site-aieditorrsp-20260528/input-brief.md
- /root/.hermes/reports/site-aieditorrsp-20260528/00-research.md
- parent handoff metadata for t_5f50b6ce

Fresh SERP spot checks performed 2026-05-28:
- “AI image editor with prompt online upload image prompt editor” returned NoteGPT, Lipsync.video, Reddit, Leonardo, DeepAI.
- “ChatGPT photo editing prompts AI photo prompt editor” returned Media.io, Gradually AI, eWeek, LogoAI/AiDesign, Pinterest.
- “AI photo editing prompts prompt library image editor” returned CarePhoto prompt bank, Google Play prompt app, Picsart, Reddit, PrompTag.

Competitor extraction performed:
- NoteGPT AI Image Editor
- AIEnhancer AI Image Editor
- PromptPlum
- Picsart AI photo editing prompts
- Media.io ChatGPT trending prompts

Validated conclusions:
- Tool intent exists for prompt-based image editing.
- Prompt-library/content intent exists for photo-editing prompts.
- Combined editor + reusable prompt library remains a valid wedge.
- Fixed domain is weak but not a blocker if RSP is treated as Reusable Style Prompts and not used as an exact-match SEO claim.

## 19. Residual risks

1. Domain readability risk remains high.
Mitigation: lead with “AI Image Editor with Prompt Templates”; keep AI Editor RSP as brand/domain only.

2. Competitor strength is non-trivial.
Mitigation: do not ship a thin landing page; competitive minimum requires a real runnable editor and library.

3. Image API cost/abuse risk may break free quota.
Mitigation: pricing/cost task must validate provider cost and free limit before final PRD/pricing.

4. Policy/IP risk around viral prompt trends.
Mitigation: no celebrity/IP/religion/sports/movie/game prompt packs in P0; use general safe styles.

5. Long-tail Trends signals are weak.
Mitigation: rely on combined Ads/SERP intent, broad “AI image editor” growth, and prompt-content cluster; keep page matrix conservative.

## 20. Final handoff summary

project_slug: aieditorrsp
primary_keyword: AI image editor with prompt
positioning: prompt-based AI photo editor + reusable style prompt library
site_type: hybrid tool + prompt library + SEO content cluster
runtime_architecture: Cloudflare Workers/OpenNext first
fixed_domain_strategy: keep aieditorrsp.net; interpret RSP as Reusable Style Prompts; avoid RSP Editing AI
competitive_minimum: live upload+prompt editor, prompt selector, prompt builder, 20–40 safe templates, before/after examples, free quota, rate limits, policy guardrails
next owners: 墨账 pricing/cost, 墨盾 compliance, 墨引+墨笔 SEO copy freeze, then 墨影 design