AI Visibility Scorecard
softwaremvpdevelopment.com · Technology
At 2.20/10, Custom Software Development for Non is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Meta AI
Top 50% in Technology for AI visibility
<1
2.20
-
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 →45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
Technology average 17
See what's behind this score →8
from our crawl and measurement
Custom Software Development for Non is a Calgary, AB business whose own site puts it this way: "New Idea Machine is a Calgary custom software and AI automation agency serving small business owners worldwide. We build apps, custom software and AI automation you own from day one." When AI engines look at it, they find little to work with. It scores 2.20 out of 10.
Our crawl found structured data on the page (WebSite, ProfessionalService, FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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
Weak
No inbound links found yet.
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 2.20/10, Custom Software Development for Non is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Not sure where to start?
Watch a 30 second welcome video from Rea, our co-founder.Then, pick the path that sounds like you.
Who is New Idea Machine for?
Walk away with a clear plan and software built to fit how your business works: an app, an internal tool, an MVP, or an AI automation or agent. We're the right partner for you if you want: The full cost picture.What each option costs now and in the years ahead. No per-user fees.However many people use it. Private AI agents.You decide where your data lives.
How much does it cost to plan your software?
Full discovery for $197, not the usual $3,000 or more. Get a realistic estimate range and the blueprints any developer needs to build it, within 24 hours. Our App Cost Calculator is credited back in full when you build with us.
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Custom Software Development for Non.
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/softwaremvpdevelopment
Cite this score: Engagemii (2026). "AEO Score for Custom Software Development for Non." Retrieved from https://engagemii.com/aeo/brands/softwaremvpdevelopment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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