Practical guide 4 min read
Calculate GEO Tool Capacity: Prompts, Models, and Tracking Units
Use a 24-keyword, 24-prompt example to distinguish search tracking units from AI response counts. Compare taxes, billing periods, and add-ons consistently.
Surfaze Journal
Get found in search.
Get mentioned by AI.
Measure where your brand appears and understand why it gets chosen. Explore the fundamentals and practical guides for teams working across SEO and GEO.
New to GEO? Start here
What Is GEO? A Practical Guide to Being Found in AI Answers
Understand generative engine optimization, its relationship to SEO, and the difference between brand mentions and citations. Start with customer questions and a repeatable measurement process.
Read the GEO guide3 min read“Which tool is right for our team?”
SEOSearch results
Discovery through rankings and clicks
GEOAI answers
Discovery through mentions and citations
A practical reading path
From the fundamentals to your team’s next step.
Explore by topic
01 / 04
Strategy and measurement
Connect SEO and GEO fundamentals with baselines, reporting, and a practical 2026 operating strategy.
11 articlesGEO fundamentals 5 min read
How to Measure AI Search Visibility: Mentions, Position, and Citations
Define the denominator behind brand mention rate, then inspect recommendation position, description accuracy, and cited URLs. Includes a calculation example and a weekly review method.
Cornerstone guide 3 min read
What Is GEO? A Practical Guide to Being Found in AI Answers
Understand generative engine optimization, its relationship to SEO, and the difference between brand mentions and citations. Start with customer questions and a repeatable measurement process.
Strategy and measurement 3 min read
GEO vs. SEO: One Buyer, Different Observations
SEO observes discovery through search results; GEO adds brand and source observations in AI answers. Keep the evidence types distinct within the same buying journey.
Practical guide 6 min read
24 GEO Tracking Prompts for a SaaS Team Serving Korea
Use the 24 questions in Surfaze's own starting set, with audience and language labels. Select a three-prompt subset for a small trial instead of copying every question blindly.
Practical guide 7 min read
An SEO and GEO Tool Buying Checklist for Marketing Teams in Korea
Define requirements before the demo, then use a seven-day trial to verify Korean search, AI channels, data quality, security boundaries, operating cost, and ownership.
Practical guide 7 min read
API vs. UI Collection in AI Visibility Measurement
Understand why the same prompt produces different results across tools, how model, search, location, session, and account conditions change the answer, and how to validate a useful time series.
Practical guide 6 min read
A Weekly Google, Naver, and GEO Report That Leads to Action
Combine search rank, AI mentions, cited URLs, and failures in one report without blending them into a meaningless score. Includes a worked table and a 30-minute meeting format.
Operating strategy 3 min read
The 2026 AI Search Marketing Playbook: From Measurement to Action
A practical operating model connecting quarterly goals with weekly work across SEO, GEO, content, and brand teams.
Measurement strategy 3 min read
Why ChatGPT Referral Traffic Cannot Measure AI Influence Alone
Connect AI visibility with web and CRM evidence to account for discovery that does not produce a direct referral click.
SEO operations 2 min read
How to Build a Keyword Portfolio for Google and Naver
Design a focused portfolio around customer intent, device, search channel, result type, and AI citations.
02 / 04
Technology and channels
Understand rerankers, server logs, Deep Research, Google AI Overviews, and multilingual technical foundations.
7 articlesStrategy and measurement 3 min read
Tracking Google AI Overviews: Absent, Uncited, or Failed
Google rankings and AI Overview citations are different observations. A successful result may contain no AI Overview; distinguish that from a missing citation or collection error.
GEO fundamentals 3 min read
How AI Understands Brand Names: A Practical Guide to Entity Clarity
Learn how to connect a product name, legal name, English name, and aliases into one clear entity across search and AI answers.
GEO mechanics 3 min read
Rerankers for GEO: How to Write Passages AI Search Can Select
Understand how retrieved pages are narrowed into useful evidence and how to write passages that remain clear when read out of context.
Technical SEO 3 min read
Why Server Logs Matter for AI Search Strategy
Combine access evidence from external server logs with Surfaze search and AI observations without confusing the two datasets.
GEO mechanics 3 min read
How to Structure a Website for Deep Research
Structure public information, internal links, and evidence so multi-step research systems can find and verify your pages.
Global GEO 3 min read
Why English Sources Appear for Korean Prompts: A Multilingual GEO Strategy
Design multilingual search and AI visibility by separating prompt language, market, source language, and brand naming.
Technical GEO 3 min read
Does llms.txt Improve AI Visibility? Its Role and Limits
Understand the llms.txt proposal and why it cannot replace indexing, content quality, or observed AI visibility.
03 / 04
Content and citations
Turn brand mentions and citation-source signals into credible content, PR, and operating actions.
12 articlesPractical guide 7 min read
How to Write AI Tracking Prompts That Reflect Customer Decisions
Separate unbranded discovery from brand accuracy checks, use real buying criteria, and preserve your baseline when prompts change. Includes practical prompt examples for marketing teams.
Strategy and measurement 6 min read
Why Is Your Brand Missing from AI Answers? Start with These Checks
Distinguish collection failure from a real missing mention, then check buyer fit, search access, comparison facts, and external evidence before choosing a page to improve.
GEO operations 3 min read
Turn Competitor Citation Gaps into a Useful Content Plan
Read the evidence behind competitor-only answers, distinguish citations from retrieved URLs, and choose between an owned-page update, an external correction, and better customer proof.
Content strategy 3 min read
How Multilingual Community Content Contributes to AI Citations
Build credible market-specific community evidence instead of mass-publishing translated posts.
Content strategy 3 min read
How Listicle Position Can Shape AI Visibility
Analyze inclusion, order, and selection rationale without treating list position as proof of causation.
Comparison content 3 min read
Editorial Rules That Make Competitor Comparisons Trustworthy
Create useful competitor comparisons without hiding first-party incentives or forcing every reader toward the same conclusion.
Measurement 3 min read
What Is a Good AI Citation Rate? Build an Internal Baseline Instead
Build baselines by prompt group, model, and time window instead of chasing an external average built from a different sample.
Content quality 3 min read
The Real Risk of AI-Generated Content Is the Quality System
Focus on unverified claims, duplicate pages, and ownerless editing rather than treating AI use itself as the risk.
Content operations 3 min read
How to Turn Search and AI Visibility Data into Content Actions
Convert ranking drops, mention gaps, and competitor sources into page-level tasks with owners and deadlines.
GEO operations 3 min read
How to Turn AI Citation Sources into Content, PR, and Partner Actions
Move beyond source lists by routing each opportunity to content, PR, customer, or partner owners.
GEO operations 2 min read
How to Map the AI Citation Ecosystem in Your Category
Map recurring sources for your customer prompts instead of relying on a generic list of popular domains.
Brand analytics 2 min read
A Practical Guide to Tracking Brand Sentiment in LLMs
Go beyond positive, neutral, and negative labels to understand recurring strengths and limitations by prompt.
04 / 04
Product comparisons
Compare AI visibility tools by supported channels, market, price, and operating model.
5 articlesProduct comparison 5 min read
Surfaze vs. Profound: Focused Measurement or a Broader AI Marketing Platform
Compare Surfaze's Korean search and custom-prompt workflow with Profound's broader answer-engine intelligence and content operations by team size, operating model, and total cost.
Product comparison 8 min read
AI Visibility Tools Compared: Choose the Data Your Team Needs
Compare Surfaze, Peec AI, Profound, Semrush, and Ahrefs by measurement method and workflow. Separate Naver organic rank from Naver AI, and custom prompts from market-wide question indexes.
Product comparison 6 min read
Surfaze vs. Peec AI: Search Rankings, AI Answers, and Collection Methods
Compare Surfaze and Peec AI by search coverage, API and UI collection, citation analysis, and operating needs. Distinguish Peec's Naver AI coverage from ordinary Naver rankings.
Product comparison 4 min read
Surfaze vs. Semrush AI Visibility: A Focused Tool or the Existing SEO Stack
Compare Surfaze's Korean search and prompt tracking with Semrush's broader SEO suite and AI Search capabilities through existing data, workflow integration, and fully loaded cost.
Product comparison 4 min read
Surfaze vs. Ahrefs Brand Radar: Direct Tracking or Question-Index Discovery
Compare Surfaze's controlled prompts and Korean search workflow with Ahrefs Brand Radar's large AI question index through research, measurement, capacity, and operating use.