AI Visibility Scorecard
getswareco.com · Technology
Somewhat visible. AI bots can read SWARECO, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#667,341 of 2,707,167 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
MVP & Software Development for Startups is a Los Angeles, CA business whose own site puts it this way: "SWARECO builds and runs engineering teams for founders and operators. From MVP to enterprise software, no in-house developers required." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, Organization, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
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
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 5.2/10, SWARECO 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 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.
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.
Can you automate business processes using AI?
Yes, and the sequence matters. Map the workflow first, automate the deterministic steps with conventional code, then apply AI to the parts that genuinely need judgement — reading unstructured documents, classifying requests, drafting content for review. Putting a model where a rule would do is how automation projects become expensive and unpredictable.
Our product was built with AI coding tools and it is falling apart. Can you help?
Yes — this is one of the most common reasons companies come to SWARECO now. AI-generated codebases typically ship fast and then stall: no consistent architecture, no test coverage, and no one who understands why anything works. We assess what is salvageable, stabilise it, and rebuild the layers that cannot carry the product forward, rather than starting over by default.
Is this your brand?
The exact fixes for SWARECO
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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 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getswareco
Cite this score: Engagemii (2026). "AEO Score for SWARECO." Retrieved from https://engagemii.com/aeo/brands/getswareco
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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