scanned Apr 15, 2026

Remodel AI

remodelai.app

Remodel AI is a platform that uses artificial intelligence to help users visualize and design home renovations

/100

Content answers—

Protocol plumbing—

Scored by asking 15 questions a buyer of a ai-ml product asks, then grading this site’s own pages: answered, hedged (partial or vague), or silent (no page answers it). How scoring works

15 buyer questions · graded against the site’s own pages

0 of 15 come back answered. 6 get a hedge. 9 meet silence.

0 answerable6 half-answers9 silent

Goes silent · integration · high importance

We're building a property management platform and want to integrate your API. What's the rate limit for concurrent image generation requests, and do you offer burst capacity for peak listing seasons?

Goes silent · pricing · high importance

I'm a real estate agent with about 15 listings per month. What subscription tier do I need, and is there a per-image cost if I go over my monthly generation limit?

This report is public. Own remodelai.app? Claiming is free: crawl every page, re-audit as you fix, and track your score over time.

The fix queue

15 open questions, ordered by estimated payoff.

Point estimates are per fix under scoring v2. They are not additive to a promised total.

01integration · importance highGoes silent+7 content pts est.

We're building a property management platform and want to integrate your API. What's the rate limit for concurrent image generation requests, and do you offer burst capacity for peak listing seasons?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated API documentation page with technical specifications including rate limits, concurrent request limits, and burst capacity options. The current site only has marketing content about the API without engineering details.

confidence high · Page missing

02pricing · importance highGoes silent+7 content pts est.

I'm a real estate agent with about 15 listings per month. What subscription tier do I need, and is there a per-image cost if I go over my monthly generation limit?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated pricing page that lists subscription tiers with monthly generation limits, pricing for real estate agents specifically, and overage costs per image. The current site only mentions 'pricing in the Apple App Store or the Google Play Store' without any details.

Where we looked: /faqs

confidence high · Page missing

03support · importance mediumGoes silent+7 content pts est.

Once I finalize a design, can I export a materials list or share editable project files directly with my contractor, or do they just get static images?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated page or FAQ section explaining export capabilities, including whether users can export materials lists, share editable project files with contractors, or only download static images. This is a critical workflow question for users planning actual renovations.

confidence high · Absent

04integration · importance mediumGoes silent+7 content pts est.

We run a regional home improvement marketplace. Can we white-label your tool so our customers see our branding, or does Remodel AI branding always appear on outputs?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated API/integration page that explicitly addresses white-labeling, custom branding, and whether Remodel AI branding appears on outputs. The current API page (reimage.ai) is not captured in the retrieved chunks and may lack this detail.

confidence high · Page missing

05limits · importance lowGoes silent+7 content pts est.

I'm a house flipper producing content for my YouTube channel. Does my subscription allow commercial use of the generated images in videos and social media, or do I need a separate license?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated licensing or commercial use page that explicitly states whether subscription plans permit commercial use of generated images in YouTube videos, social media, and other content monetization scenarios. Consider adding this to the FAQs or Terms & Conditions.

confidence high · Absent

06migration · importance lowGoes silent+7 content pts est.

I have dozens of projects saved in Houzz Pro's visualization tool. Is there any way to import those room dimensions and saved designs into Remodel AI, or do I start from scratch?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated FAQ or help center page addressing data migration from competitors like Houzz Pro, including whether import functionality exists or is planned.

confidence high · Absent

07operations · importance lowGoes silent+7 content pts est.

You released Model 2.0 last year. If I preferred results from the earlier version for certain room types, can I still access Model 1.0, or am I forced onto the latest version?

What the pages say

No page on the site addresses this.

The fix

Add documentation or a FAQ entry explaining whether users can access Model 1.0 after Model 2.0's release, or if there are any model selection options in the app settings.

confidence high · Absent

08technical · importance lowGoes silent+7 content pts est.

I need to virtually stage 40 identical units in a new apartment building with slight variations. Is there a batch upload feature, or do I need to process each unit individually?

What the pages say

No page on the site addresses this.

The fix

Create a dedicated FAQ or feature page explaining batch upload capabilities, bulk processing workflows, or API options for staging multiple similar units efficiently.

confidence medium · Absent

09technical · importance lowGoes silent+7 content pts est.

My house has a complex roofline with multiple gables and a wraparound porch. How does the exterior AI handle architectural complexity versus simple rectangular facades?

What the pages say

No page on the site addresses this.

The fix

Create a technical documentation page or FAQ section that explains how the exterior AI handles complex architectural features like multiple gables, wraparound porches, dormers, bay windows, and other non-rectangular facades. Include comparison information about performance or accuracy differences between simple and complex rooflines.

confidence high · Absent

Hedged · 6 of 15 questions

A buyer gets something, then has to guess the rest. Expand any row for the evidence and the fix.

10My contractor needs print-quality renders to show clients. What's the maximum output resolution for interior remodel generations, and can I upscale without losing quality?technicalHedges+7 pts est.

My contractor needs print-quality renders to show clients. What's the maximum output resolution for interior remodel generations, and can I upscale without losing quality?

What the pages say

No page on the site addresses this.

The fix

Add a dedicated technical specifications page or FAQ entry that states the exact maximum output resolution in pixels (e.g., 1024x1024, 2048x2048) for interior remodel generations, and clarify whether upscaling is available and what quality trade-offs exist.

Where we looked: /remodel-ai-releases-second-ai-model-2-0-for-interior-and-exterior-remodels, /category/remodel-ai-app-releases, /category/remodel-ai-app-releases

confidence high · Vague

11I have vintage mid-century pieces I want to keep. Will the AI recognize and preserve specific existing furniture, or does it always replace everything with generic suggestions?limitsHedges+7 pts est.

I have vintage mid-century pieces I want to keep. Will the AI recognize and preserve specific existing furniture, or does it always replace everything with generic suggestions?

What the pages say

No page on the site addresses this.

The fix

Add explicit documentation about whether users can mask, protect, or preserve specific existing furniture pieces in their AI-generated designs. Clarify if there's a 'keep this item' feature or if the AI always regenerates all furnishings.

Where we looked: /virtual-staging-ai, remodelai.app, /farmhouse_inthevally-remodelai-too-house-flipper-realtor-diyer-needs

confidence medium · Vague

12I want to test this before committing. How many free generations do I get, and do those credits expire if I don't use them within a certain timeframe?getting-startedHedges+2 pts est.

I want to test this before committing. How many free generations do I get, and do those credits expire if I don't use them within a certain timeframe?

What the pages say

Remodel AI offers a free trial period with a set limit of renders, but the specific number of free generations is not stated on the website. The chunks do not mention whether free trial credits expire if unused within a certain timeframe. Users are directed to see pricing in the Apple App Store or Google Play Store for details beyond the free trial.

The fix

Add specific numbers to the FAQ (e.g., '3 free renders' or '10 free generations') and explicitly state expiration policy for free trial credits if any.

Where we looked: /faqs, /faqs

confidence medium · Vague

13I need to redesign a finished basement with low ceilings and a wet bar. Does your AI handle non-standard room types, or is it limited to kitchens, bedrooms, and living rooms?limitsHedges+2 pts est.

I need to redesign a finished basement with low ceilings and a wet bar. Does your AI handle non-standard room types, or is it limited to kitchens, bedrooms, and living rooms?

What the pages say

Remodel AI supports more room types than just kitchens, bedrooms, and living rooms. According to the website, it handles: Living Room, Kitchen, Bathroom, Bedroom, Exterior, Hallway, Garden, Office, and Patio. However, there is no specific mention of finished basements, low ceilings, or wet bars as supported room types.

The fix

Add explicit documentation about basement support, including any limitations for low ceilings or specialized features like wet bars. The current 'entire home' claim is vague for buyers with non-standard spaces.

Where we looked: /renovate-your-entire-home-with-just-one-app-remodel-ai, remodelai.app

confidence medium · Vague

14I'm a designer working with client photos. How long do you store my uploaded images and generated designs, and can I permanently delete a project before that retention period ends?operationsHedges+2 pts est.

I'm a designer working with client photos. How long do you store my uploaded images and generated designs, and can I permanently delete a project before that retention period ends?

What the pages say

Uploaded photographs are cached in the cloud for up to 1 hour from initial upload time, with photos typically cached for around 10 minutes in practice. Users can request deletion of their information, including photographs, by contacting privacy@reimage.ai. However, the chunks do not specify whether users can permanently delete a project before the retention period ends through a self-service mechanism, or whether the email request for removal applies to immediate deletion before the 1-hour period expires.

The fix

Clarify in the Privacy Policy or FAQ whether users can self-delete projects immediately or if all deletions require emailing privacy@reimage.ai and how quickly deletion occurs when requested before the 1-hour retention period.

Where we looked: /privacy-policy, /privacy-policy

confidence medium · Vague

15If I generate five variations of my kitchen, can I lock in a specific style—like 'Scandinavian with oak accents'—and apply that same locked style to my bathroom remodel for consistency across my home?technicalHedges+2 pts est.

If I generate five variations of my kitchen, can I lock in a specific style—like 'Scandinavian with oak accents'—and apply that same locked style to my bathroom remodel for consistency across my home?

What the pages say

Remodel AI offers a "Style Image" feature that lets you upload a reference photo and apply that style to any room including kitchen, bedroom, bathroom, and more. The "Custom Style" feature also allows you to write a prompt specifying a style (e.g., "dark wood accents") and apply it to generate design suggestions. However, the chunks do not explicitly confirm whether you can "lock in" a specific generated style from one room and directly reapply that exact same locked style to another room for consistency. The features suggest cross-room style application is possible via reference images or custom prompts, but a dedicated "lock and apply" workflow is not clearly documented.

The fix

Add explicit documentation about whether users can save/lock a generated style from one room and apply it to other rooms for whole-home consistency, or clarify if the Style Image/Custom Style features are the intended workflow for this use case.

Where we looked: /top-interior-design-trends-of-2024, /top-interior-design-trends-of-2024, /crooked_little_house-restyles-her-bedroom-with-the-remodel-ai-app

confidence medium · Vague

Ask this site’s index

Sitedex already serves remodelai.app as an MCP endpoint. Ask remodelai.app anything an AI agent might ask, and see what its index returns. (To score your own site, use the form below.)

Snippets & configs

For developers and the engineer-on-call: copy these into your tools or your site.

Files from this audit

Built from this crawl. Download or copy each, then install it at the path noted.

llms.txt

Built from this crawl. Install at /llms.txt so agents start here.

organization.json

Organization JSON-LD, pre-filled from this crawl. Wrap in a ld+json script.

server-card.json

MCP server card built from this crawl. Host at /.well-known/mcp/server-card.json.

webmcp.json

WebMCP discovery manifest built from this crawl. Host at /.well-known/webmcp.json.

MCP endpoint

https://mcp.sitedex.dev/s/remodelai-app/mcp

The URL anyone's agent points at. Read-only; safe to share.

Claude Code

claude mcp add remodelai --transport http https://mcp.sitedex.dev/s/remodelai-app/mcp

One command, then the agent has it.

Cursor / Continue

{
  "mcpServers": {
    "remodelai": {
      "url": "https://mcp.sitedex.dev/s/remodelai-app/mcp"
    }
  }
}

Drop into mcp.json.

WebMCP: two parts

WebMCP-capable browsers run the widget at runtime. Crawlers without JS rendering need the discovery manifest to find your tool surface. Install both.

1 · Widget script

<script async src="https://sitedex.dev/widget.js"></script>

Drop in <head>. WebMCP-capable browsers (Chrome 146+ Origin Trial) call navigator.modelContext.provideContext() via this script.

2 · Discovery manifest

{
  "$schema": "https://wellknownmcp.org/schemas/webmcp.json",
  "name": "remodelai.app",
  "tools": [
    { "name": "search", "description": "Search remodelai.app's indexed content." },
    { "name": "get_page", "description": "Fetch a page from remodelai.app as markdown." }
  ]
}

Host alongside the script at /.well-known/webmcp.json. Crawlers that don't render JS rely on this.

Your turn

See which of these questions your site goes silent on.

Free, about 5 minutes. We crawl your site, test it against the buyer questions your category asks, and name what’s vague, contradictory, or missing, plus the files AI agents look for.

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