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What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Viqus just got measured.
6/10 means Viqus is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Viqus
Structure over noise. Manage AI insights with our operational command center and project-specific workspaces.
Key Topics
Details
Category: Technology
viqus.aiAI Visibility Breakdown
3
Structured Data
9
Content Structure
6
Entity Clarity
5
E-E-A-T Signals
7
Technical AEO
5
AI Discoverability
Frequently Asked Questions
How does Viqus differ from a standard news aggregator?
Viqus uses a dual-prompt strategy via local LLMs to distill technical signals, extract entities, and score real-world impact, moving beyond simple news aggregation into technical analysis.
Is my reading data sent to external AI providers?
No. We run Ollama locally on our infrastructure. Content analysis and your intelligence footprint never leave our sovereign layer, ensuring total data privacy.
What is the Viqus technical stack?
The system is built on an Asynchronous Python pipeline (asyncio/httpx), uses PostgreSQL for persistence, and delivers a high-performance frontend through Static Site Generation (SSG).
How is the Viqus Verdict score calculated?
The Verdict is a weighted average of Media Hype and Real Impact, calculated via local AI to prioritize long-term technical significance over social media trends.
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/viqus-ai
Cite this score: Engagemii (2026). "AEO Score for Viqus." Retrieved from https://engagemii.com/aeo/brands/viqus-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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