Understand how AI-ready your website is — and get publish-ready fixes that improve your chances of being cited in AI answers.
Vyndow GEO audits any webpage and gives you an AI Answer Readiness score with clear evidence of what’s missing. Then it generates ready-to-publish fixes (TL;DR blocks, FAQs, tables, structured data). Finally, you can simulate a query to see whether an AI/LLM search engine is likely to use your page as part of its answer.
know what’s helping / hurting
copy, paste, implement
test “will I be cited?”
Why good pages don’t show up in AI answers
What usually happens
- The page is written for humans, but AI can’t extract the answer cleanly
- No TL;DR block or “direct answer” near the top
- Details exist, but aren’t structured (no tables, no comparison/chooser format)
- Freshness signals are missing (no “Updated on”, unclear recency)
- Entities and intent are implied, not explicit
- Structured data (FAQ/HowTo/Article/Product) is missing or incomplete
What that causes
- AI engines skip your page and cite a clearer competitor
- Users see AI summaries, but your brand is absent
- Great content gets “invisible” in AI-first discovery
- Teams waste time guessing what to fix
- Fixes happen inconsistently across writers and pages
Vyndow GEO was built to make AI answer readiness measurable — and fixable.
What makes Vyndow GEO different
AI readiness score + grade
A clear score that tells you how ready a page is to be used in AI answers.
Evidence, not opinions
See what’s missing: TL;DR, FAQs, tables, freshness, entities, schema signals.
Ready-to-publish blocks
Copy/paste fixes: TL;DR, FAQ JSON-LD, comparison tables, headers, microcopy.
Simulate AI answer likelihood
Ask a query and see if your page is likely to be part of an AI/LLM answer set.
How it works
Run a GEO audit on any URL
Paste a page link. Vyndow checks whether AI can extract clear answers from it.
Get score + evidence + fixes
See your AI readiness score and exactly what to add — with paste-ready fix blocks.
Simulate & validate
Ask a query and simulate AI-answer likelihood, then re-audit after fixes.
What you get
Audit outputs (clarity + evidence)
- AI Answer Readiness score (0–100) + grade
- Evidence of what’s present/missing (TL;DR, FAQs, tables, schema, freshness)
- Section-level breakdown (what to fix first)
- Copy-friendly recommendations you can implement quickly
- Run history so you can track improvements over time
Publish-ready fixes (copy & paste)
Vyndow GEO doesn’t just diagnose — it generates the exact blocks your page needs.
- TL;DR / Direct Answer block (top-of-page ready)
- Comparison / chooser tables (Markdown)
- FAQ JSON-LD (valid, paste-ready)
- HowTo / Article / Product schema patches (when relevant)
- “Updated on / Reviewed by” header suggestions
{"@context":"https://schema.org","@type":"FAQPage","mainEntity":[
{"@type":"Question","name":"...","acceptedAnswer":{"@type":"Answer","text":"..."}},
{"@type":"Question","name":"...","acceptedAnswer":{"@type":"Answer","text":"..."}}
]}
Copy, paste, publish — then re-audit.
Get early access to Vyndow GEO
Start auditing your pages for AI answer readiness and get publish-ready fixes.
- No credit card required (during early access)
- Run audits, apply fixes, and validate improvements
Who Vyndow GEO is for
Perfect for
- Founders and marketing teams who want AI visibility
- SEO/content teams adapting to AI-first discovery
- Agencies improving client pages with measurable uplift
- Product and growth teams optimizing high-intent pages
Not ideal for
- Deep technical SEO (crawl, backlinks, server performance)
- Teams looking for a “set and forget” autopilot
- People who only want generic AI writing output
Vyndow GEO is for teams who want clarity, structure, and measurable AI answer readiness.
Make your pages AI-answer ready — starting today
Run a GEO audit, apply publish-ready fixes, and simulate AI answer likelihood.