Roshlytix
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The Story
I built Roshlytix because SEO tools are still optimizing for 2019. The new reality: a site can rank #3 on Google and still be completely invisible to ChatGPT, Perplexity, and AI Overviews — because the content isn't structured for answer extraction. The new AEO/GEO/AI Visibility Checker shows exactly why. You enter a URL, get three separate scores (AEO, GEO, AI citation readiness), see which checks are failing, and get the exact schema snippet to fix each one — copy-paste ready. I have checked one of the top website with it and it scored 44/100 in the screenshot above. AEO: 38. GEO: 25. Five minutes of fixes would move that significantly. That's the gap most site owners don't know exists. Everything at roshlytix.app is free. I'm building toward a Pro plan but the core tools stay free permanently. Brutal feedback welcome — especially if a check fires incorrectly on your site.
AI Overview
AI-generatedEmerging gap between traditional search rankings and AI visibility has created a new problem for site owners: a page can dominate Google results while remaining invisible to ChatGPT, Perplexity, and AI Overviews due to poor content structure. Roshlytix directly addresses this friction point through a suite of eight free tools that diagnose and fix both classical SEO issues and the emerging AI-readiness challenges most site owners don't yet know they face.
The product is built for SEOs, content marketers, and founders managing their own sites who lack time for manual audits. The core value proposition rests on recognizing that SEO tools haven't evolved beyond 2019 playbooks, missing the reality that answer extraction and schema validation now determine discoverability across AI platforms.
The standout capability is the AEO, GEO, and AI Visibility Checker, which surfaces the gap most site owners miss entirely. Rather than vague recommendations, it delivers three separate scores, flags exactly which checks fail, and provides copy-paste schema snippets to fix issues. A test on a top-ranked website revealed a 44/100 score with fixable problems requiring only five minutes of work, illustrating how dramatic the discoverability gap can be.
Beyond AI readiness, the toolkit includes the expected SEO infrastructure tools: an Internal Link Finder that crawls sitemaps up to 200 pages and ranks link opportunities by relevance with anchor text suggestions; an Orphan Page Finder that maps the internal link graph and flags disconnected pages; and a Content Intent Analyzer that scores pages for search intent alignment and flags mismatched keywords. A Website Structure Analyzer audits site architecture in plain language, identifying broken links, dead-end pages, and depth issues.
The product supports rapid iteration. Scans complete in under a minute, and ranked suggestions focus effort on high-impact changes first. It works across WordPress, Webflow, Shopify, and custom builds, requiring only a sitemap. Most notably, the barrier to entry is nonexistent: no signup, no credit card, just a URL.
The business model positions Roshlytix as a free-forever tool during beta, with a Pro tier planned but core functionality promised to remain free. This approach trades near-term revenue for trust and market penetration in a space where adoption friction determines long-term defensibility.
Founder Diary
DevlogThe maker hasn't posted a diary entry yet.
Key Features
AI Visibility Checker
Delivers separate scores for AEO, GEO, and AI visibility, flagging exactly which checks fail with copy-paste schema snippets
Internal Link Finder
Crawls sitemaps up to 200 pages and ranks link opportunities by relevance with anchor text suggestions
Orphan Page Finder
Maps the internal link graph to flag disconnected pages lacking inbound links
Content Intent Analyzer
Scores pages for search intent alignment and identifies mismatched keywords
Website Structure Analyzer
Audits site architecture in plain language, identifying broken links, dead-end pages, and depth issues
Use Cases
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1
SEOs
Diagnose both classical SEO issues and emerging AI-readiness challenges that most sites don't yet know they face
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2
Content Marketers
Optimize for both traditional search engines and AI platforms like ChatGPT and Perplexity that extract content differently
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3
Founders Managing Their Own Sites
Lack time for manual audits but need rapid iteration with high-impact fixes prioritized first
FAQ
Can my site rank on Google but be invisible to AI platforms? ▾
What platforms and site builders does this support? ▾
How long do scans take? ▾
Do I need to sign up or pay to use it? ▾
Pricing
Free during beta with Pro tier planned; core functionality promised to remain free forever
Tech Stack & Tags
Discussion
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