AI Visibility Scorecard
assembli.ai · Technology
At 3.17/10, AI Estimating Software for Home Builders is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 12 times
Claude · Meta AI · Apple Intelligence · Perplexity
Top 25% in Technology for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
Technology average 28
Top 20% of Technology
See what's behind this score →3.17
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →80
Muse Index Score
iAI agent readiness
Transactable · 80/100
Technology average 17
See what's behind this score →5
from our crawl and measurement
AI Estimating Software for Home Builders, based in Omaha, NE, describes itself simply: "AI-native construction estimating software for residential home builders doing 1-25+ homes per year." When AI engines look at it, they find little to work with. It scores 3.17 out of 10.
Under the hood there is structured data on the page (Organization, SoftwareApplication, FAQPage) and a sitemap, but the score is capped by what is missing: an llms.txt file, a heading structure that lays out what it offers.
Our monitoring has logged 4 AI crawler visits here: the engines come, the question is what they find.
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.17/10, AI Estimating Software for Home Builders is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What is Assembli?
Assembli is AI-powered construction estimating software built for residential home builders. You upload your architectural plans, and our AI extracts key metrics, applies residential estimating logic, and generates a preliminary cost estimate in minutes — not hours. It's designed for builders doing 1 to 25+ homes per year who want faster, more accurate estimates without the spreadsheet headaches.
How does Assembli's AI estimating work?
Assembli uses a four-step process. First, you upload your architectural plans digitally. Then our AI automatically extracts key measurements and metrics from the drawings. Next, residential estimating logic is applied to that data. Finally, you get a preliminary estimate broken down by category — foundation, superstructure, exterior enclosures, and more — along with an AI Agent that answers questions and flags potential risks.
How much does Assembli cost?
Assembli offers two simple annual plans. The Starter plan is $2,500 per year and includes up to 3 users, unlimited jobs and estimates, customizable cost templates, and export to Excel, CSV, and PDF. The Growth plan is $4,500 per year and adds unlimited user seats, custom cost templates built by our team using your actual trade data, dedicated onboarding, priority support, and faster AI processing. Both plans are billed annually with no per-project fees.
How accurate are Assembli's estimates?
Assembli generates preliminary estimates using AI-driven analysis of your architectural plans combined with residential estimating logic. The platform is designed to give you a reliable rough estimate early in the process so you can confidently answer the question 'What will this house cost to build?' before investing hours in a detailed manual takeoff.
Does Assembli work for commercial construction?
Assembli is specifically designed for residential construction. Our AI models and estimating logic are trained on residential building data, which means they deliver the best results for home builders. If you build residential homes — whether custom, production, or spec — Assembli is built for you.
Do I need AI experience to use Assembli?
No. Assembli is designed to be intuitive for builders, not tech experts. You simply upload your plans and the AI does the heavy lifting. Our built-in AI Agent also guides you through the process, answers your questions, and helps identify potential risks in your project. If you can upload a file, you can use Assembli.
Can I see Assembli before I pay?
Yes. We offer a live demo where we run your actual plans through the system so you can see exactly what you're getting before committing. Book a 30-minute demo and our team will walk you through a real estimate using your project files.
What risks does Assembli help identify?
Beyond cost estimates, Assembli's AI flags four types of risk early in the planning phase: schedule risk, cost risk, site risk, and compliance risk. This helps you make smarter decisions before construction starts, reducing surprises and protecting your margins.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/assembli-ai
Cite this score: Engagemii (2026). "AEO Score for AI Estimating Software for Home Builders." Retrieved from https://engagemii.com/aeo/brands/assembli-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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