AI Visibility Scorecard
swareco.com · Technology
Somewhat visible. AI bots can read MVP & Software Development for Startups, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#393,361 of 2,705,580 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
30
AI Adoption
iBasic · 30/100
from our crawl and measurement
"SWARECO is a software development firm for startups offering MVP development, managed engineering teams, and outsourced software development." That is how MVP & Software Development for Startups of Los Angeles, CA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, Organization, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
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
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.5/10, MVP & Software Development for Startups has a working base to build on - fixable, and the signals above are where to start.
Do I need to know anything about technology to work with SWARECO?
No. Most of our clients are founders, operators, and business owners without a technical background. We manage the entire engineering function... team structure, architecture decisions, development, and quality. You stay focused on running your business.
What's the difference between SWARECO and a freelance developer or a dev agency?
SWARECO takes full ownership of your engineering function. Unlike freelancers or dev shops, we provide technical leadership, structured Agile delivery, QA, and AI-assisted development workflows. You're not managing a contractor. You have a full engineering system working for you.
What does SWARECO actually do?
We are a managed engineering company. We build, run, and grow your software from the inside, handling everything from architecture and development to QA, delivery structure, and ongoing maintenance. Think of us as your engineering department without the overhead of hiring one.
How do I build an MVP without a technical co-founder or in-house team?
You work with a managed engineering partner. SWARECO recruits, structures, and manages a dedicated team for your MVP, covering development, QA, and technical guidance. You bring the idea. We do the rest.
How long does it take to build an MVP?
Most MVPs take a few weeks to a few months depending on scope. Speed matters, but architecture matters more. We build MVPs with the right foundation so you don't have to rebuild at scale later.
Is this your brand?
The exact fixes for MVP & Software Development for Startups
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/swareco
Cite this score: Engagemii (2026). "AEO Score for MVP & Software Development for Startups." Retrieved from https://engagemii.com/aeo/brands/swareco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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