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run research according to background prompt, use all your effort

Analytics & Tracking

Research Report: Asymmetric Property Opportunities in Perth (Q1 2025 Outlook) This report identif...

Updated 1 month ago by Marc

Research deeply according to background prompt

Analytics & Tracking

The user's specific question is "Research deeply according to background prompt". The "background...

Updated 1 month ago by Marc

Perth Property Investment Research

Code security

Perth Property Investment Research 1. Current Property Market Trends Perth's property market is c...

Updated 1 month ago by Marc

Code Security in Vibe Coding

PHP Code Security in Vibe Coding

1. Topic Overview & Core Definitions Code Security in Vibe Coding addresses the critical challeng...

Updated 1 month ago by Marc

Cumulative Layout Shift (CLS)

Technical SEO Core Web Vitals

1. Topic Overview & Core Definitions What is Cumulative Layout Shift (CLS)? Cumulative Layout Shi...

Updated 1 month ago by Marc

Interaction to Next Paint (INP)

Technical SEO Core Web Vitals

1. Topic Overview & Core Definitions What is Interaction to Next Paint (INP)? Interaction to Ne...

Updated 1 month ago by Marc

Largest Contentful Paint (LCP)

Technical SEO Core Web Vitals

1. Topic Overview & Core Definitions Largest Contentful Paint (LCP) is a crucial, user-centric pe...

Updated 1 month ago by Marc

SEO migrations: domain switch AND CMS switch

Technical SEO SEO migrations

SEO Migrations: Domain Switch AND CMS Switch - The Ultimate Guide 1. Topic Overview & Core Defini...

Updated 1 month ago by Marc

XML Sitemaps Architecture

Technical SEO Crawlability & Accessibility

XML Sitemaps Architecture: A Comprehensive Knowledge Base Article 1. Topic Overview & Core Defini...

Updated 1 month ago by Marc

Robots Exclusion Protocol

Technical SEO Crawlability & Accessibility

The Robots Exclusion Protocol (REP), commonly implemented via a robots.txt file, is a foundationa...

Updated 1 month ago by Marc

AI translating SEO articles to multiple languages, pro's con's, best practices

Technical SEO International SEO

AI Translating SEO Articles to Multiple Languages: Pros, Cons, and Best Practices 1. Topic Overvi...

Updated 1 month ago by Marc

Sub domain vs sub folder SEO

Technical SEO domains

The debate between using subdomains and subfolders for SEO is one of the most persistent and nuan...

Updated 1 month ago by Marc

nextjs vs astro

Technical SEO react and next js

Next.js vs. Astro: A Comprehensive Comparison This knowledge base article provides an exhaustive ...

Updated 1 month ago by Marc

HTTP/HTTPS Protocols (Status Codes, Headers, Handshakes)

Technical SEO Web Architecture Fundamentals

The user's original question is "HTTP/HTTPS Protocols (Status Codes, Headers, Handshakes)". The p...

Updated 2 months ago by Marc

Named Entity Recognition (NER)

Information Retrieval

Named Entity Recognition (NER) Named Entity Recognition (NER) is a subtask of information extract...

Updated 2 months ago by Marc

Tokenization, Stemming & Lemmatization

Information Retrieval Tokenization, Stemming & Lemmatization

Tokenization, stemming, and lemmatization are fundamental text normalization techniques in Natura...

Updated 2 months ago by Marc

Vector Space Models & Embeddings

Information Retrieval

Vector Space Models & Embeddings Introduction Vector Space Models (VSMs) are a fundamental concep...

Updated 2 months ago by Marc

A/B Testing for SEO

Analytics & Tracking Data Analysis

A/B Testing for SEO: The Definitive Knowledge Base Article 1. Topic Overview & Core Definitions ...

Updated 2 months ago by Marc

bm25

Information Retrieval

:::info Research Cost Breakdown Total Cost: $0.0035 Token Usage: Input Tokens: 5,372 Output Toke...

Updated 2 months ago by Marc

What is TF-IDF - Term frequency inverse document frequency

Information Retrieval

Written on: 2025-12-16 03:56:38 1. Topic Overview & Core Definitions TF-IDF (Term Frequency-Inve...

Updated 2 months ago by Marc