Where you stand right now
A quick scan reveals how well AI reads your site and where the weak spots are — along with what to fix first.
Villion is an end-to-end GEO (Generative Engine Optimization) and AEO (Answer Engine Optimization) platform that helps enterprise brands get understood, cited and recommended by AI search engines including ChatGPT, Claude, Perplexity, Gemini, Microsoft Copilot, Google AI Overview and Naver AI Summary.
Code (Technical) — Auto-generates structured data (robots.txt, llms.txt, JSON-LD, Schema.org) so AI bots can accurately understand the site.
Content (Substance) — Restructures content into formats AI can read easily (tables, lists, FAQs) and creates clear answer formats AI can cite.
Authority (Trust) — Designs brand entity and authoritative data structures so the brand is cited with accurate sources, without hallucination.
End-to-end GEO Solution — supporting enterprises as they adapt and drive results in the AI search era.
People no longer click links. When they're curious, they ask AI instead of Google. In this massive shift, is your brand included in AI's answers?
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Analysis summary
northgeo.com is strong on technical quality, structured identity, and accessibility — but Content Citability (68) and Authority & Trust (72) are pulling the overall GEO score down. We estimate an 8–10 point gain within two weeks from FAQPage schema rollout and a blog-lede restructure alone.
What's working well
What needs improvement
Priority actions (next 2 weeks)
Supported by




If AI doesn't know you, your brand doesn't exist.
In AI conversations, about 60% of users end the session without clicking through to any website. (Bain & Company, 2025)
44% of AI-powered search users already name AI their primary source of insight — ahead of traditional search (31%). (McKinsey & Company, 2025)
Villion designs how brands get chosen in the AI search era. An end-to-end GEO solution supporting enterprises across diagnosis, optimization, and trust-building so content is understood, cited, and recommended by AI.
Villion has helped diverse customer segments surface inside AI answers.
ChatGPT names Sm00dream as a recommended healthcare device.
Users no longer click links — they ask AI directly. As search-result traffic declines, who gets cited inside AI answers becomes the new visibility benchmark.
When AI names your brand on a comparison query, that single mention is itself shortlist entry. Evaluation cycles shorten, and brands absent from the answer disappear from the candidate set.
AI cites accumulated signals, not instant updates. Brands that start earlier surface first in next quarter's answers — the gap is hard to close once it widens.
No complex setup. Everything you need to stand out in AI search is right here.
A quick scan reveals how well AI reads your site and where the weak spots are — along with what to fix first.
We ask ChatGPT, Perplexity and others your industry questions every day and log how your brand shows up.
We auto-generate the code and tags AI needs to understand your brand. No developer required to apply it.
When negative mentions start spreading in communities or social media, we alert you — so you can respond before AI picks them up.
We refine your content into forms AI is eager to cite — with specific, targeted suggestions for what to change.
ChatGPT, Gemini, Perplexity, Claude, Copilot — compare visibility across all of them on one screen.
Audit, fixes, and brand training — all flowing naturally in a single dashboard.

Site score, work in progress, next steps — instantly see what to do today.

JSON-LD and meta tags AI can parse. No developer — just a few clicks.

Input your company, products, and competitors once — every feature uses that context from then on.
Plus many more APIs and features
GEO Score
Needs improvement
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