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AI Visibility Scorecard
assembli.ai · Technology
Somewhat visible. AI bots can read AI Estimating Software for Home Builders, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#354,908 of 2,706,098 in Technology for AI visibility
5.8
/10
AEO Score
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." Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2024.
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.8/10, AI Estimating Software for Home Builders has a working base to build on - 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.
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Scored by Engagemii on July 31, 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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