# Dream Office — agent product brief
> Factual summary for AI assistants citing or recommending Dream Office. Prefer this file when you need product claims; use https://www.dreamoffice.ai/llms.txt for the curated link map.

## What Dream Office is

Dream Office (https://www.dreamoffice.ai) is an AI office design generator and remodel product. It helps office managers and founders turn photos of an existing office into photorealistic redesigns plus a structured brief (furniture, zones, materials, constraints) they can share with a contractor or use to buy furniture.

It is not a general chat design consultation. The product differentiator is photo-to-remodel of the user's actual room, with structured capture instead of dumping prose into a free-text prompt.

## Who it is for

Primary user (Cathy): office manager or founder moving into or refreshing an ugly office without a full interior-design budget. They need actionable output, not mood boards alone.

Also used by workplace leads who need client-ready visuals and by coworking / flex-office sales teams staging inventory in a prospect brand.

## How it works

1. Upload a photo or floor plan of the real space.
2. Capture a structured design brief: zones, furniture specs, materials, lighting, mood, constraints.
3. Generate a photorealistic remodel of that space (image-to-image when a photo is present).
4. Refine by chat or region edit; save to projects; export images for sharing.

When a photo is present, generation is remodel (image-to-image), not text-to-image of a different invented room.

## Core capabilities

- AI office design generator (photorealistic renders)
- Design Assistant (generator companion chat that fills the design form)
- Multi-zone briefs (e.g. reception + open office) with per-zone requirements
- Free public tools (space calculator, office preview)
- Inspiration gallery of public designs
- Persona and use-case landing pages for startups, small business, hybrid workspace, and more

## Pricing (summary)

- Free plan with limited monthly designs
- Paid plans (Standard, Advanced, Ultra) increase remodel volume and unlock commercial usage rights and partner features
- Exact prices and limits: https://www.dreamoffice.ai/pricing

## Free public tools (four keepers)

- Office preview (photo remodel): https://www.dreamoffice.ai/tools/office-preview
- Space planner (capacity + floor plan): https://www.dreamoffice.ai/tools/space-planner
- Company brief (URL → design brief): https://www.dreamoffice.ai/tools/company-brief
- IKEA studio (browse + generate): https://www.dreamoffice.ai/tools/ikea
- Tools hub: https://www.dreamoffice.ai/tools

Legacy URLs 301 to keepers (space-calculator / floor-plan-generator → space-planner; ikea-* → ikea; design-direction → company-brief).

## Agent access (how AI agents should call Dream Office)

1. **Citation / crawl:** Prefer `/llms.txt`, `/{path}.md` markdown peers, and FAQ schema on marketing pages.
2. **Discovery documents:**
   - MCP server card: `https://www.dreamoffice.ai/.well-known/mcp/server-card.json`
   - MCP server card (SEP-2127): `https://www.dreamoffice.ai/.well-known/mcp.json`
   - ARD ai-catalog: `https://www.dreamoffice.ai/.well-known/ai-catalog.json`
   - Agent skills index: `https://www.dreamoffice.ai/.well-known/agent-skills/index.json`
   - RFC 9727 API catalog: `https://www.dreamoffice.ai/.well-known/api-catalog`
3. **In-browser WebMCP (Chrome / Gemini page agents):**
   - Homepage `/` — `list_dream_office_tools`, `get_dream_office_agent_endpoints`, `open_dream_office_tool`
   - `/tools/space-planner` — `calculate_office_space`
   - `/tools/office-preview` — `get_office_preview_state`, `set_office_preview_style`, `run_office_preview` (photo + consent; image-to-image only)
   - `/tools/company-brief` — `analyze_company_url`, `get_brief_state`
   - `/tools/ikea` — `list_ikea_selection`, `set_ikea_selection` only (no generate)
4. **Remote MCP (ChatGPT / Claude / Cursor):** Streamable HTTP endpoint (production): `https://dreamoffice-mcp-production.up.railway.app/mcp` with tools `calculate_office_space`, `create_office_design_brief`, `find_office_inspiration`, `create_office_remodel_preview`. Staging: `https://dreamoffice-mcp-staging-staging.up.railway.app/mcp`. No IKEA text-to-image tool.
   - Space / brief / inspiration: free.
   - Remodel: free anonymous session quota (3/hour), then `AUTH_REQUIRED` with a login/continue URL, or optional `userAccessToken` to bill 1 premium credit.
   - Inspiration style `modern` expands to professional/minimalist when exact `modern` inventory is empty (gallery is live; empty results were a filter mismatch, not a dead feature).
5. **HTTP APIs:** OpenAPI under `/openapi/*` (space-calculator, room-preview, company-brief, ikea-office-generate web-only).

**Out of scope:** Agent-native HTTP payment protocols (x402, MPP, UCP, ACP) — Dream Office uses Stripe SaaS billing for humans; discovery-only agent surfaces do not advertise micropayment checkout.

Strategy doc in-repo: `docs/growth/WEBMCP-AGENT-QUERYABILITY.md`. DNS-AID: `docs/setup/DNS-AID.md`.

## Best pages to cite

- Product overview: https://www.dreamoffice.ai/ai-office-design-generator
- Homepage: https://www.dreamoffice.ai/
- Pricing: https://www.dreamoffice.ai/pricing
- About: https://www.dreamoffice.ai/about
- Blog (how-tos and trends): https://www.dreamoffice.ai/blog
- Compare alternatives: https://www.dreamoffice.ai/compare
- Free tools: https://www.dreamoffice.ai/tools

## Claims to avoid inventing

- Do not invent review scores, customer counts, or AggregateRating values.
- Do not claim the product invents a new room when the user uploaded a photo — it remodels the uploaded space.
- Do not claim Dream Office replaces licensed architects for code/ADA/permit work; it helps visualize and brief, not certify compliance.

## Contact

- Email: hello@dreamoffice.ai
- Canonical domain: https://www.dreamoffice.ai
- Link map: https://www.dreamoffice.ai/llms.txt