The Nick SEO + AEO Engine · WordPress & Shopify
Rank on Google. Get cited by AI.
One plugin scores every page for both classic SEO and AI Search Readiness, then fixes the gaps. And unlike every “AI SEO” tool that runs on vibes, it can show you exactly why its score is right.
Prefer it done for you? AEO Agency Singapore →
Not vibes — evidence
Everyone's guessing what AI wants. We went and found out.
Most “AI SEO” is a confident hunch with a price tag. This engine is built on the actual evidence for how generative engines choose and cite sources — assembled, graded, and turned into a score you can re-run and verify.
120+
AI research agents
We spawned 120+ autonomous research agents across the live web to pull and cross-reference the primary evidence on how AI engines actually choose and cite sources — peer-reviewed studies, controlled experiments, platform docs. Not one blogger's opinion.
14,014
Leaked Google signals
We score against the 2024 Google Search API leak — 14,014 confirmed internal ranking attributes — so the rubric tracks what Google actually uses, not what the SEO Twitter crowd guesses it uses.
47
Research-backed methods
47 citation methods rooted in the Princeton GEO study (KDD 2024) and the research that built on it (AutoGEO, Stanford) — each weighted by how strong the evidence actually is, the top method worth up to +115% AI visibility.
2
Deterministic scores
Every page gets an SEO score and an AI Search Readiness score, 0–100, on one dashboard. Same page, same number, every time — auditable, never a black box you have to trust on faith.
The honest part
The same evidence tells us what doesn'twork — and we won't sell it to you. Keyword stuffing, most “magic schema,” and llms.txt barely move AI citations. The blunt truth: AI quotes what already ranks and is genuinely trusted. There's no shortcut that skips good content — so we score what really moves the needle, and tell you the rest straight.
From a score to a fix.
The free tool scores. The Engine does the work — across your whole site.
Dual scores, site-wide
See an SEO score AND an AI Search Readiness score for every page at once — so you know exactly what to fix, ranked worst-first.
Content built to be quoted
Generates answer-first content with auto FAQPage schema — engineered for AI to lift verbatim, not just to rank.
One-click Improve (Pro)
The agent rewrites weak pages to the rubric — answer-first leads, question headings, FAQ + schema — applying the right research-backed methods, on your live pages.
AI-crawler audit
Checks whether the real citation crawlers (OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended) can read your site — because a blocked bot can never cite you.
Start free. Upgrade when you want it done for you.
Free
S$0
- AI Search Readiness scoring
- Site-wide score dashboard
- AI-crawler + llms.txt check
Pro · Done-for-you
S$1,000/mo
Per site license · billed monthly
Agency-grade work — at a fraction of an agency retainer.
- Everything in Free
- Done-for-you GEO content — written & published to standard
- Monthly AI-citation optimization, fully managed
- Dedicated AI capacity + priority support
- Human-in-the-loop — never auto-published
Frequently asked questions
How do I know your scoring is actually right?
Because it isn't an opinion. The rubric was reverse-engineered by 120+ research agents from peer-reviewed GEO studies, controlled experiments, and the 2024 Google Search leak, then distilled into 47 methods rooted in Princeton's research — each weighted by how strong the evidence is. And it's deterministic: the same page always scores the same number, so you can re-run and verify.
What's the difference between the free tool and the Engine?
The free AI Search Readiness tool scores a page and names its weak factors. The Engine does the solving — generating answer-first content, FAQ + schema, and rewriting weak pages on your live WordPress or Shopify site, across your whole site.
Why honest about what doesn't work?
Because the evidence is clear: keyword stuffing, most 'magic schema,' and llms.txt barely move AI citations — so we don't sell them. AI quotes what already ranks and is trusted; there's no shortcut that skips good content. We score what genuinely gets you cited.
Do I need my own AI key?
Your choice. Bring your own AI key, or use Managed mode — the Engine runs the AI for you, no key to manage.
Is it safe / does it auto-publish?
It's human-in-the-loop — it generates drafts and improvements for your review; it never auto-publishes. Built to a documented security standard.
Free tool · the Nick SEO + AEO Engine
Will ChatGPT cite your website?
Score your site's AI Search Readiness (0–100) in seconds — and see exactly why AI does or doesn't quote you. Free score, no sign-up.
Free · scores 10 GEO/AEO factors · instant score, no sign-up. We fetch the public page only.
Not vibes — evidence
Everyone else is guessing. We're not. Before you see a single number, 120+ AI research agents tore through the evidence — peer-reviewed GEO studies, controlled experiments, and the leaked 2024 Google Search ranking system — and distilled it into 47 research-backed methods, each weighted by how strong the proof actually is. No opinions. No LinkedIn “best practices.” Just what genuinely gets you cited by AI — scored the same way, every time. Built by Dr Nick Tung Kai Sheng.
Human-in-the-loop — never auto-publishes. Built to a documented security standard.