EntityMap
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Elva Chen

SEO consultant with several successful case studies across SaaS and Finance (brokerage). I've led organic growth programs end-to-end — from technical SEO and entity coverage to content systems — and I'm currently digging deeper into Generative Engine Optimization (GEO): how AI search engines select, cite, and surface content, and how to be the answer they pick.

Partnerships & previous employers

Companies I've partnered with as a consultant, and teams I've been part of in-house.

Previous employer
Futu Holdings logoFutu Holdings
Consultant
AfterShip logoAfterShip
Consultant
Evoto.ai logoEvoto.ai

Industries

Finance (Brokerage)SaaS

Featured work — clients & in-house

Selected results from partnerships and previous employers.

Futu Holdings

385% Organic Traffic Growth

Led SEO for the Futu website across all overseas markets, delivering a 3.4x traffic increase from 400K to 1.34M monthly sessions in under 12 months.

Evoto.ai

60% Organic Traffic Growth

Scaled monthly clicks from 5K to 8K through proven on-page, entity, and technical SEO strategies for another partnership project.

Written by Elva

AI Citation Gap Analyzer

Do You Know You Can Get AI to Recommend You More?

AI already mentions your brand — but a mention isn't a recommendation. You can influence whether AI recommends you, and it starts with getting cited. Here's how. (≈157 chars — trim to ≤155 on your final pick.)

AI Citation Gap Analyzer

Why AI Recommends Your Brand but Won't Cite It (2026)

AI assistants recommend your brand from memory but cite competitors from live search. Here's the "mentioned but not cited" gap — and the three fixes: ranking, structure, and crawl access.

Google Entity Analysis

Proven Google NLP Strategies That Boosted SEO Rankings

Look, if you're still thinking about SEO the way we did five years ago, you're already behind. Google isn't just matching keywords anymore – they're actually understanding what people mean when they…

Crawl and Bots

Complete Guide to Blocking Partial Page Content from Search Engines

Not every element on your webpage deserves search engine attention. Sidebars with conversion hooks, newsletter signups, and promotional content can confuse Google's understanding of your main…

AI Citation Gap Analyzer

AI Search Optimization: Get Traffic from ChatGPT Guide

Q: How is Google AI affecting SEO? A: Google AI is transforming SEO through AI Overviews and generative search results that directly answer user queries. This reduces traditional click-through…

Google Entity Analysis

Text Sentiment Analysis with Python: A Comprehensive Guide

In today's data-driven world, understanding public opinion has become crucial for businesses, researchers, and organizations. Text sentiment analysis with Python offers powerful capabilities to…

Google Entity Analysis

Google NLP and Search Ranking: The Complete Guide to Entities, Syntax, Salience, and Moderation

Are you still clinging to the old-school, open-book SEO playbook—think Google’s classic guidelines—hoping your content will climb the ranks just by nailing metadata, stuffing keywords, and hitting a…

Technical SEO

Create a Core Web Vitals Report in Looker Studio (GTM + BigQuery)

Google’s Core Web Vitals (CWV) are crucial for measuring real user experience across performance indicators like LCP, FID, CLS, INP, and more. This guide shows you how to capture CWV data using…

Google Entity Analysis

How text classification powers smarter sentiment analysis

Sentiment analysis and text classification are foundational techniques in natural language processing (NLP) that help systems understand and categorize human language. While sentiment analysis…

Google Entity Analysis

Top Sentiment Analysis Tools to Compare in 2025

A text sentiment analyzer is a tool designed to interpret and classify the emotional tone behind a body of text. Whether it's a product review, a customer email, or a tweet, sentiment analysis tools…

Google Entity Analysis

Text Sentiment Analysis Guide: Meaning, Methods & Use Cases

Text sentiment analysis is a natural language processing (NLP) technique used to determine the emotional tone behind a body of text. By analyzing text data, sentiment analysis tools help identify…

From my YouTube

Talks and walkthroughs on AI search, entities, and SEO tooling.

Visit channel

You're Mentioned by AI... But Why Aren't You Cited?

How I Automate My Content Production with Claude and MCP Servers (Full Workflow Revealed)

How to Get AI Traffic From ChatGPT

Using Neo4j and Community Detection to Find Topics

Complete SEO Automation: Turn 1 Seed Keyword into 30+ Content Topics with N8N + AI (2025)