SEO and AI-Search Launch Setup for Code-Built Sites
Pre-launch check of your site's code for indexing blockers, metadata, canonicals, sitemap, AI crawler rules, and JSON-LD, with fixed files.
Before & after
Same prompt, same agent — the only difference is the skill.
For SEO, you'll want to check things like your meta tags, title tags, heading structure, and whether you have proper descriptions for your pages. You might also look at your site's mobile-friendliness and page speed, since Google factors those into ranking. For AI visibility—what people call GEO—it's a bit newer, but the idea is to make sure that ChatGPT, Perplexity, and other AI search tools can properly understand and cite your content. I'd suggest running your site through Google Search Console and maybe using a free SEO audit tool to get a baseline. You might also check if your site shows up in ChatGPT searches when relevant.
COMBINED SEO + GEO AUDIT REPORT SEO FOUNDATIONS: Meta Tags: 6/10 • Missing: 12 pages have no meta description (fix: add 155-160 character summaries) • Title tags: 8 pages over 60 characters (truncate in search results) • Open Graph: Missing og:image on 8 blog posts → no preview on social Structured Data: 4/10 • Schema audit: No FAQPage schema detected (add for featured snippets) • Missing: No Organization schema (add: name, logo, contact) • Missing: No BreadcrumbList (helps crawl hierarchy) • Present: ProductCollection schema on /pricing (good) Hierarchy & Indexing: 7/10 • H1 tags: 3 pages have multiple H1s (should be 1 per page) • Internal linking: 40% of pages orphaned (no internal links pointing to them) • Sitemap: Includes 12 outdated pages (remove expired product pages) GEO (AI Engine Optimization): Entity Definitions: 2/10 CRITICAL MISS • Your company: No about page with founding date, team bios • Products: No product entity markup (cause: Perplexity ranks via Wikipedia + entities) • Fix: Add 200-word author bio + product origin story + team roles Citability Markers: 3/10 • No "author" field in blog posts (Perplexity won't cite author) • No publication date schema (ChatGPT weights recency) • Fix: Add datePublished + author email to all content Content Clarity: 6/10 • Jargon overload: 4 product pages use industry terms without explanation (cut by 30%) • Unique facts: Good—includes case studies with numbers (AI engines favor specificity) • Outdated info: 2 pricing pages reference 2023 rates FIXES (Priority Order): 1. Add Organization schema to homepage (1 hour) 2. Add FAQPage schema to pricing (30 min) 3. Add datePublished + author to last 6 blog posts (2 hours) 4. Rewrite product entity descriptions (clarity + keywords, 3 hours) 5. Fix internal linking: link orphaned pages from /resources (1 hour) Est. Time to Fix: 7.5 hours Expected Lift: 15-25% increase in ChatGPT/Perplexity citations within 60 days
About this skill
Catch the code-level mistakes that keep a new site out of Google and AI answer engines, before launch. You get the corrected files, not a list of tips.
What it does
- Finds silent indexing killers: leftover noindex, Disallow all, client-only rendering, hash routes, soft 404s
- Fixes titles, descriptions, canonicals, Open Graph, and sitemap for your framework
- Adds JSON-LD that matches what is on the page, without promising rich results that no longer exist
- Sets robots rules for AI search and training crawlers deliberately, with the tradeoff explained
What you get
A launch verdict, blockers first, ready-to-paste robots, sitemap, metadata, and schema code, and a short after-launch checklist.
Best for
Builders shipping a site made with Next.js, Astro, React, or AI coding tools who want it found by search and AI engines from day one.
SKILL.md preview
---
name: seo-geo-launch-setup
description: Pre-launch SEO and AI-search setup for a site you built in code (Next.js, Astro, React/Vite, plain HTML) - checks the source for crawlability, rendering, metadata, canonicals, sitemap, robots rules for search and AI crawlers, and JSON-LD, then hands back the fixed files ready to paste. Use when the user says "is my site ready for Google", "set up SEO before launch", "will ChatGPT and Perplexity be able to find my site", "add schema to my site", "check my robots.txt", "my new site isn't indexed", or "make my vibe-coded site SEO friendly".
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# SEO and AI-Search Launch Setup for Code-Built Sites
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