🔎 2026 SEO Engine

Get Ranked And Cited
in the AI Search Era

The complete bundle: 13-step protocol + live 22-point URL auditor + AI Fix Kit + 9 JSON-LD templates + Replit Agent install prompt — everything to get ranked AND cited by AI Overviews, ChatGPT, and Perplexity.

48% US searches with AI Overviews
38% Cited pages in organic top-10
43% Sites failing INP threshold
23 Checklist items to audit
Access Inside Stealth Launchpad → See Pricing ↓

Ranking Is No Longer Enough

In 2024, if a page ranked in the Google top-3, it was almost certainly cited in AI Overviews. That's no longer true.

As of 2026, AI Overviews appear in roughly 48% of US searches — and only 38% of cited pages also rank in the organic top-10. Citation has decoupled from rank. A page that ranks #1 organically may be completely absent from the AI answer. A page that barely cracks page two may be the only thing AI shows for that query.

"If you're only optimising for the blue links, you're optimising for less than half of the result page."

Meanwhile, INP — the newest Core Web Vital, which replaced FID in March 2024 — is currently failed by approximately 43% of sites. It's the most-failed CWV metric in 2026, and Google has made clear it factors into ranking and user experience signals.

The SEO playbook that worked in 2022 doesn't map cleanly onto 2026. This protocol does.


Five Tools. One R999 Price. Full AI Search Visibility.

The 2026 SEO Engine is a complete in-app bundle — not a PDF, not a course. Everything lives inside Stealth Launchpad, personalised to your product, accessible forever.

🗺

13-Step Protocol

A sequential audit workflow covering architecture detection, Core Web Vitals 2.0, meta tags, E-E-A-T, structured data, bot governance, GEO, llms.txt, Replit deployment issues, competitor analysis, indexing, and automated monitoring. Each step builds on the previous one.

📡

Live 22-Point URL Auditor

Paste any live URL and get an instant scored audit across 22 checks — SSR detection, robots.txt validity, canonical integrity, OG tags, JSON-LD presence, llms.txt, and more. Free to audit any URL. Score saved automatically.

AI Fix Kit

After auditing, generate five production-ready code blocks — meta tags, JSON-LD, robots.txt rules, llms.txt, and async font loading — pre-filled with your product details and targeting every failing check.

🧱

9 JSON-LD Templates

Copy-paste schema templates for every page type: SoftwareApplication, WebSite, Organization, FAQPage, Article, HowTo, Product, Course, and LocalBusiness. Each pre-formatted and ready to drop into your HTML.

🤖

Replit Agent Install Prompt

A 12-instruction paste-ready prompt that installs the full SEO Protocol on any existing Replit Node/Express app in approximately 15 minutes using Replit Agent. Includes trust proxy, canonical redirect, JSON-LD, llms.txt, and bot governance.


13 Steps. 23 Checkpoints. One Scored Report.

The 13-step protocol inside the bundle is structured as a sequential audit workflow. Each step builds on the previous one. You start with architecture detection — because if Googlebot can't see your content, nothing else matters — and work through crawlability, Core Web Vitals, meta tags, E-E-A-T, structured data, bot governance, AI Overview optimisation, llms.txt, Replit-specific deployment issues, competitor analysis, post-launch indexing, and automated monitoring.

0

Architecture Detection

SSR vs SPA vs Hybrid. Replit deployment type (Autoscale, Reserved VM, Static). The single most common reason a site isn't indexed: Googlebot sees an empty shell because the SPA catch-all route swallows everything.

1

Crawlability & Indexation

robots.txt returning valid plain text, sitemap.xml returning valid XML, canonical tags pointing to the right domain. Three curl commands. Pass all three before proceeding.

2

Core Web Vitals 2.0

LCP < 2.5s, INP < 200ms, CLS < 0.1, and VSI (Visual Stability Index, introduced Q1 2026). Async font loading. Main-thread yielding for INP. Real User Monitoring setup.

3

On-Page Meta

Per-page title, description, canonical, og:image, Twitter card, robots meta. Description rules for the AI search era: micro-answer format, not taglines.

4

E-E-A-T Signals

Experience, Expertise, Authoritativeness, Trustworthiness. What AI models check before citing a page. First-person experience markers, named authors, verifiable outcomes.

5

Structured Data (JSON-LD)

Right schema by page type: WebSite, Article, FAQPage, SoftwareApplication, BreadcrumbList. FAQPage is the highest-leverage schema for AI Overview citations.

6

Bot Governance

Training bots (block) vs retrieval bots (allow). Blocking PerplexityBot or OAI-SearchBot removes you from AI search citation entirely. The 2026 robots.txt decision matrix.

7

GEO: AI Overview Readiness

Extractable answer patterns (40-60 word standalone paragraphs after each H2). Definitions in first sentences. Query fan-out structure. Topic cluster depth of 8-12 pages.

8

llms.txt

The AI-discovery file at /llms.txt. Widely adopted, checked by PerplexityBot and many AI crawlers. Rules: starts with #, under 50 URLs, H2 sections, descriptions per entry.

9

Replit Deployment SEO

Custom domain migration from .replit.app. Cloudflare DNS-only mode (orange cloud breaks Replit SSL). Cold-start LCP fix. The complete redirect middleware stack.

10

Competitor SERP + Citation Analysis

Map which competitors rank AND get AI Overview citations for your target keywords — they're often different pages. Quick win and structural improvement templates.

11

Post-Launch Indexing

Google Search Console setup, sitemap submission, Bing Webmaster Tools import (covers ChatGPT retrieval), and IndexNow for instant Bing/Yandex notification.

12

Automated Monitoring

A curl-only bash script that produces a scored SEO report on every deploy — no paid tools required. Set a threshold, block deploys below it.


23 Items. Four Severity Tiers.

Every item in the 23-point audit checklist is classified as CRITICAL (blocks indexation or canonical integrity), HIGH (blocks rich previews or hurts CWV), MEDIUM (structured data and AI signal gaps), or LOW (nice-to-have). CRITICAL items are resolved first — always.

Sample items from the interactive checklist

SSR check: curl the homepage and confirm <h1> is visible to crawlersCRITICAL
robots.txt: first line is "User-agent:", not <!DOCTYPE html>CRITICAL
No .replit.app or .replit.dev URLs in canonical, og:url, or sitemapCRITICAL
og:image present on every public page (real hosted URL, 1200×630)HIGH
INP < 200ms — no long synchronous tasks blocking the main threadHIGH
FAQPage JSON-LD schema on FAQ pages and key product pagesMEDIUM
Retrieval bots (OAI-SearchBot, PerplexityBot, ClaudeBot) allowed in robots.txtMEDIUM
/llms.txt present, starts with #, lists high-value pagesMEDIUM

The interactive version inside Stealth Launchpad lets you check off each item, auto-calculates your score, and shows you which stage you're at: Pre-launch (≥75), Launch day (≥85), Growth (≥92), or Mature (≥95).


What Practitioners Are Saying

"The bot governance section alone was worth it. I had PerplexityBot blocked in robots.txt alongside GPTBot — treating all AI crawlers the same. Within three weeks of allowing retrieval bots, two of my product pages started appearing in Perplexity answers."

— Indie developer, SaaS product on Replit

"I ran the curl checks from Step 1 and found my sitemap.xml was returning HTML instead of XML — the SPA catch-all had swallowed it. Googlebot had never been able to parse it. Six months of missing sitemap submission fixed in 20 minutes."

— Solo founder, content platform

"The INP section is the clearest explanation of the new Core Web Vital I've found anywhere. The yield-to-main-thread code pattern dropped our interaction latency from 620ms to 140ms. Real users felt it immediately."

— Technical co-founder, B2B SaaS


Do It Yourself or Done-For-You

The 2026 SEO Engine in-app bundle gives you everything to self-implement. If you'd rather have it done for you, the managed audit tiers are available on request.

Quantum Booster

Everything Included

R1,139

≈ $67 USD · once-off · 6 premium modules

  • Everything in the SEO Engine bundle
  • Swipe File Vault — 150+ copy templates
  • Hook Generator — 25 AI hooks
  • Landing Page Grader — AI conversion report
  • Launch Mission Control — 30-day AI calendar
  • Affiliate Army Builder — full setup system
  • Advert Fountain — 100 tactics + AI personaliser

Managed — Tier 3

One-off Audit Service

R5,999

≈ $330 USD · once-off

  • Full 23-point audit against all steps
  • Audit Report with pass/fail + severity
  • Prioritised Fix List (CRITICAL → HIGH → MEDIUM)
  • 60-minute review call (recorded)
  • 30-day re-audit included
  • Delivered within 5 business days

Managed — Tier 4

SEO Launch Kit

R12,000

≈ $660 USD · once-off

  • Everything in Tier 3
  • 90-day dashboard (weekly re-audits)
  • 1-hour paired implementation session
  • Custom JSON-LD pack for your page types
  • Content cluster brief (8-12 page outline)
  • Kickoff within 48 hours

Managed audit tiers: email hello@stealthlaunchpad.com


Common Questions

What is the 2026 SEO Engine?

The 2026 SEO Engine is a five-tool in-app bundle for Node/Express applications: a 13-step guided protocol, a live 22-point URL auditor, an AI Fix Kit that generates production-ready code blocks for every failing check, a library of 9 JSON-LD schema templates, and a Replit Agent install prompt that deploys the full protocol on any existing app in ~15 minutes. Everything lives inside Stealth Launchpad, personalised to your product, with progress saved in-app. One-time R999 — permanent access.

What does the AI Fix Kit actually generate?

After you run the live 22-point audit, the AI Fix Kit generates five production-ready code blocks targeted at your specific failing checks: (1) complete meta tag block with og:image, Twitter card, and canonical; (2) the correct JSON-LD schema for your page type, pre-filled with your product details; (3) a robots.txt with correct bot governance (training bots blocked, retrieval bots allowed); (4) an llms.txt file listing your key pages; (5) async font loading code using the media="print" onload trick. Each block is ready to paste directly into your codebase.

What does GEO mean?

GEO stands for Generative Engine Optimization — optimising content to be cited by AI systems like Google AI Overviews, ChatGPT, and Perplexity. As of 2026, AI Overviews appear in approximately 48% of US searches. Only 38% of cited pages also rank in the organic top-10 — citation has decoupled from rank, making GEO a distinct discipline.

What is INP and why does it matter?

INP (Interaction to Next Paint) replaced FID as a Core Web Vital in March 2024. It measures how quickly a page responds to user interactions. Target is under 200ms. Approximately 43% of sites currently fail this threshold — it's the highest-leverage CWV fix in 2026.

What is llms.txt?

A markdown file at /llms.txt that lists your high-value pages for AI models. Not yet an official standard, but widely adopted and checked by PerplexityBot and many AI crawlers. It must start with a # character and should list no more than ~50 high-value URLs with short descriptions.

Does this work for apps hosted outside Replit?

Yes. Steps 0–8 and 10–12 apply to any Node/Express application regardless of hosting. Step 9 is Replit-specific — skip it if you're on a different platform. The checklist and scoring system work the same way.

What paid tools does this require?

None. The automated monitoring script uses only curl. Schema validation uses Google's free Rich Results Test and the free Schema.org Validator. Google Search Console and Bing Webmaster Tools are free. The entire protocol is executable with free tools.

Get the 2026 SEO Engine

The complete bundle: 13-step protocol, live 22-point URL auditor, AI Fix Kit, interactive checklist, JSON-LD template library, and Replit install prompt — all inside Stealth Launchpad, personalised to your product.

One-time R999 (~$55). Permanent in-app access. Or get everything with the Quantum Booster at $67 — includes SEO Engine + 5 other premium modules.

Already have Quantum access? Log in and it's waiting for you automatically.

For a managed audit engagement, email hello@stealthlaunchpad.com