Should you build a product in this niche? An answer from the numbers: search demand, competitors, napkin economics and what to build first.
Updated · How TGGET measures a niche
Verdict · confidence: high
Decision: maybe. The market for AI floor plan generators is declining (-19% YoY) and highly contested by established giants (Planner 5D, Home AI) with 31% market share. Search results are closed (0 weak SERPs), and paid traffic is expensive ($3.97 CPC). However, user complaints reveal significant pain points: inaccurate AI dimensioning, poor handling of large plans, and aggressive paywalls. A niche product focusing on high-accuracy image-to-plan conversion without friction could capture dissatisfied users, but the declining trend and high entry barriers make this a risky venture requiring strict validation of conversion rates.
| Factor | Value | Level | Score |
|---|---|---|---|
| Demand | 1,900 searches a month | medium | 0 |
| Change over a year | -19% over a year | stable | 0 |
| App store | 15 of 49 apps with 10,000+ ratings, median 3,007 ratings | contested | 0 |
| Search results | 0 of 3 checked search results are weak, 1 strong | taken | -1 |
| Paid traffic | $3.97 a click, people pay in this niche | medium | 0 |
Sum of scores: -1. The verdict is computed by rules from the numbers of the research; its explanation is written by the model.
Source: TGGET, researched on 29 September 2026.
Entry point: None of the checked phrases has weak search results.
Positioning
High-accuracy AI floor plan generator that converts images to editable 2D/3D plans with precise dimensions, focusing on reliability over generic design features.
For whom: Homeowners, real estate agents, and interior designers who need quick, accurate floor plans from existing images or sketches without complex manual drawing.
Main job: Convert uploaded floor plan images or sketches into accurate, editable digital floor plans with correct dimensions and room labels.
Platform
WEB+MOBILE
Monetization: Freemium with subscription for advanced features and exports. · Competitors use SaaS models (floor-plan.ai, drafted.ai) and in-app purchases (Planner 5D). Users complain about paywalls, suggesting a need for a balanced free tier.
1AI misinterprets dimensions, making rooms incorrectly sized (e.g., living room 40ft wide) and ruining the entire layout. strong
Evidence: From 4 complaints in reviews: 'sizes and rooms are clearly labeled... AI thinks my living room is 40 ft wide', 'dimensions have been completely off', 'impossible to draw correct wall sizes'.
What the product does: Implement strict dimension validation and manual override tools to ensure AI output matches user input or known constraints.
2App crashes or fails to open large/complex plans, leading to data loss and frustration. strong
Evidence: From 2 complaints: 'App crashes consistently when opening a basic floor plan', 'Not good for large plan'.
What the product does: Optimize performance for large files and ensure stable handling of complex layouts.
3Aggressive paywalls prevent access to basic features, making the app feel unusable for free users. medium
Evidence: From 3 complaints: 'Not a free app. Too use most features you have to pay', 'Do not buy. The app won’t let you do anything unless you purchase it'.
What the product does: Offer a generous free tier for basic generation and editing, reserving advanced exports or AI variations for paid tiers.
4Items stick to walls or floors incorrectly, breaking immersion and usability. weak
Evidence: From 1 complaint: 'If you wanted to place items on top of a desk... it would just stick to the wall and drop to the floor'.
What the product does: Improve physics engine and object snapping logic for realistic placement.
| Feature | Pain | Priority | Why |
|---|---|---|---|
| Image-to-Plan AI Engine | №1 | must | Addresses the core demand for 'ai floor plan generator from image' (90 queries) and solves the pain of inaccurate AI dimensioning. |
| Manual Dimension Correction | №1 | must | Allows users to fix AI errors, directly addressing complaints about 'completely off' dimensions. |
| Free Basic Export | №3 | should | Reduces friction for 'free without login' seekers and counters complaints about paywalls. |
| Large File Support | №2 | should | Addresses complaints about crashes and inability to handle large plans. |
| Competitor | Type | Pricing | App | Score |
|---|---|---|---|---|
| floor-plan.ai Floor Plan – Create and Edit House Layouts Online Free | SaaS | yes | no | — |
| home-design.ai Home Design Ideas, Floor Plans & Expert Design | SaaS | yes | no | — |
| drafted.ai AI House Plan Generator | Drafted | SaaS | yes | no | — |
| edraw.ai Edraw.AI: AI-Powered Visual Collaboration Platform | SaaS | yes | yes | — |
| ideal.house Ideal House – Дизайн дома на основе ИИ и творческое сообщество | site | yes | yes | — |
| maket.ai AI Home Design Studio: Plan & Visualize in Minutes | Maket | SaaS | yes | no | — |
| Home AI - AI Interior Design HUBX YAZILIM HIZMETLERI ANONIM SIRKETI | App Store | free | yes | 4.5 · 160,306 |
| Home Planner AI：Room Design 3D Room Planner Ltd | App Store | free | yes | 4.6 · 46,161 |
| Planner 5D: AI Home Design Planner5D, UAB | App Store | free | yes | 4.4 · 41,450 |
| magicplan Technologies magicplan Inc. | App Store | free | yes | 4.7 · 41,145 |
| MyTunes : AI Music Generator HUBX YAZILIM HIZMETLERI ANONIM SIRKETI | App Store | free | yes | 4.3 · 40,326 |
Price
$10-15/month subscription for pro features.
Competitors like Planner 5D and Home AI use similar subscription models. CPC data suggests users are willing to pay for targeted solutions.
Does it add up
Payback period is ~1 month if conversion is 10%. If conversion is lower (e.g., 5%), payback doubles to 2 months. High CPC makes this risky without high conversion.
Customer acquisition cost
$39.70 (Assuming 10% conversion rate from paid search click to paid user, based on $3.97 CPC).
Paid search: CPC $3.97 · bids $1.05–$4.00 · competition: Moderate
Revenue per customer
$120 (Assuming $10/month price and 12-month retention, though retention is likely lower due to declining trend).
Assumptions to validate:
Product · 21 · 3,460
ai floor plan generator (1,900) · planner 5d ai floor plan generator (720) · maket ai floor plan generator (260) · ideal house ai floor plan generator (210) · ai floor plan generator from image (90) · ai house floor plan generator (50)
Commercial · 16 · 950
ai floor plan generator free (720) · ai floor plan generator free without login (70) · ai floor plan generator from image free (20) · free ai floor plan generator from text (20) · free ai floor plan generator online (10) · ai 2d floor plan generator free (10)
Comparisons · 3 · 360
best ai floor plan generator free (260) · best ai floor plan generator (90) · best ai floor plan generator free online (10)
home · Core
title: AI Floor Plan Generator (23)
H1: Generate Accurate Floor Plans from Images
description: Upload your floor plan image and get an editable 2D/3D plan with correct dimensions. Free trial available. (106)
ai floor plan generator · ai floor plan generator from image
Competitors have strong SERPs; need to emphasize accuracy and ease of use.
feature · Product
title: Image to Floor Plan (19)
H1: Convert Images to Editable Floor Plans
description: Turn any floor plan image into a fully editable digital plan. Accurate dimensions guaranteed. (93)
ai floor plan generator from image · ai floor plan generator from image free
Target the specific 'from image' intent with high accuracy messaging.
comparison · Comparisons
title: Best AI Floor Plan Generator (28)
H1: Compare AI Floor Plan Generators
description: See how our AI floor plan generator compares to Planner 5D, Home AI, and others. Focus on accuracy and free features. (117)
best ai floor plan generator · best ai floor plan generator free
Competitors dominate this space; focus on differentiating factors like accuracy and no-login requirement.
| Topic | Format | When | Phrases |
|---|---|---|---|
| How to Create a Floor Plan from an Image | guide | March-May | ai floor plan generator from image · ai floor plan generator from image free |
| Top 5 AI Floor Plan Generators Compared | comparison | March-May | best ai floor plan generator · best ai floor plan generator free |
Yes, we offer a free tier for basic image-to-plan conversion. Advanced features and exports require a subscription.
Our AI is trained to provide high-accuracy dimensions. You can manually adjust any dimension to ensure it matches your needs.
Yes, our platform supports large and complex floor plan images with optimized performance.
Name: AI Floor Plan (13/30)
Subtitle: Generate & Edit Plans (21/30)
Keywords: floor plan,ai design,home planner,3d room,interior design (57/100)
Category: Graphics & Design
Promotional text: Generate accurate floor plans from images. Free trial available.
Screenshots:
Name: AI Floor Plan Generator (23/30)
Short description: Convert images to editable floor plans with AI. (47/80)
Key phrases: floor plan, ai design, home planner, 3d room, interior design, ai floor plan, floor plan generator, home design, room planner, ai interior, floor plan app, design tool
Create accurate floor plans from images using AI. Edit dimensions, add furniture, and export in 3D. Free trial available.
The research has no Google Play data: recommendations rely on queries and the App Store.
Benchmarks: 4.5+ (Targeting above median 4.36-4.6 of leaders) · 1000+ (Targeting below median 3007 to start) · Localizations: en, ru
| Name | .com | .app | App Store | Why |
|---|---|---|---|---|
| PlanAI planai | taken | taken | free | Short, memorable, combines 'Plan' and 'AI'. |
| FloorGen floorgen | taken | free | free | Directly describes function: Floor Plan Generator. |
| AiPlanIt aiplanit | taken | free | free | Play on 'Plan it', emphasizing AI. |
| RoomGen roomgen | taken | taken | free | Simple, focuses on room generation. |
| PlanCraft plancraft | taken | taken | similar exists | Suggests crafting perfect plans. |
Domains checked via RDAP, names via the App Store. Check trademarks before registering.
Generate Accurate Floor Plans from Images
Upload any floor plan image and get an editable 2D/3D plan with correct dimensions. No manual drawing required.
Yes, basic generation is free. Pro features require subscription.
Very accurate, with manual override options.
| Channel | What the data supports | First step | Effort | When |
|---|---|---|---|---|
| Paid Search Organic search | CPC $3.97, moderate competition. Target 'ai floor plan generator from image' for high intent. | Launch Google Ads campaign for 'ai floor plan generator from image' with ad copy emphasizing accuracy. | medium | now |
| App Store Optimization App stores | High competition (49 apps), but opportunity to differentiate with 'accuracy' and 'free' messaging. | Optimize app titles and keywords for 'ai floor plan generator' and 'from image'. | medium | now |
| Reddit & GitHub Communities | GitHub repos show interest in AI floor plan tools. Reddit communities may have users frustrated with current apps. | Engage in r/HomeDesign and r/RealEstate, offering help with floor plan issues. | low | at launch |
| YouTube Guides Content and video | Informational queries are low, but video tutorials can demonstrate accuracy and ease of use. | Create 'How to Convert Image to Floor Plan' video. | medium | at launch |
Metrics:
Interview questions:
| Risk | What to do |
|---|---|
| High CPC and low conversion rates may make paid acquisition unprofitable. | Focus on organic growth and word-of-mouth. Optimize landing page for higher conversion. |
| Market decline (-19% YoY) may reduce long-term viability. | Target niche segments (e.g., real estate agents) with higher willingness to pay. |
| Established competitors (Planner 5D, Home AI) have strong brand loyalty. | Differentiate on accuracy and ease of use, not just features. |
| Technical challenges in achieving high AI accuracy may lead to poor user reviews. | Invest heavily in AI model training and user testing before launch. |
The report was written by a language model from the collected research data and may be inaccurate; each recommendation cites its source, verify it against the raw data. Generated 2026-09-29T08:51:02+00:00.
Data: search demand, search results, the App Store, public-interest and developer community signals. The verdict is computed by rules from these numbers; the explanation and the plan are written by a language model. Both are evidence to check, not a promise.
There is demand, but not everything is in its favour. TGGET scored “ai floor plan generator” -1 on a scale from -6 to +5. Against it: search results are held by strong sites. The verdict is “Needs validation”.
TGGET measured 1,900 monthly searches for “ai floor plan generator” in the United States in September 2026. Search interest is about stable: -19% over a year.
0 of 3 checked search results are weak and 1 is strong. 49 competing apps were found in the App Store; 15 of them have more than 10,000 ratings, and the median app has 3,007 ratings.
A click in paid search costs about $3.97, and competitors in this niche charge for their products.
None of the phrases TGGET checked has weak search results, so there is no easy way in through search.
TGGET computes the verdict by rules from five measured factors: demand, its change over a year, competition in the app stores, the strength of the search results and the cost of paid traffic. Each factor adds or takes away points and the sum decides, so the same numbers always give the same answer. A language model writes the explanation and the plan; it does not choose the verdict.
Three full researches are free: demand, sub-niches, competitors, App Store and community signals, and a report like this one. Type a phrase or describe the idea in your own words.
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