ARTICLE TYPE
Guides
Step-by-step walkthroughs you can run on your own site, using the same checks we use in client work.
85 articles
-
GEO Software in Singapore: How to Choose a Tool, a Managed Service or Both
GEO software in Singapore: what five Singapore-based vendors sell as of November 3, 2026, and how to choose a tool, a managed service or both.
11 min read
-
How to Use the EDGE Grant for Digital Marketing in Singapore: SEO, SEM and GEO
The EDGE Grant pays up to 50% of an IMDA pre-approved digital marketing package, at most S$5,000. What SEO, SEM and GEO work it covers and how to check a quote.
10 min read
-
How to Check a Clinic Website Against Singapore Advertising Rules: Claims, Reviews and Prices
Singapore clinic advertising rules for websites: 7.2% of 573 clinic homepages checked use MOH-listed praise words. A seven-step check of claims, reviews and prices.
11 min read
-
Which ChatGPT Plan Is Best for Optimizing a Website as a Source for Specific Questions?
No ChatGPT plan makes ChatGPT cite your website. Which plan to use for testing, auditing and team work, how Profound fits and when an agency is the better spend.
11 min read
-
GEO Measurement Methods: How AI Visibility Is Measured
How GEO measurement works: fixed buyer questions, repeated samples, separate mention and citation rates, evidence archives, and comparable retests.
6 min read
-
Which Generative Engine Optimization Strategies Deliver Measurable Results?
Which generative engine optimization strategies deliver measurable results? Measured strategies and the metrics that show whether AI engines cite you.
11 min read
-
How to Connect AI Search Leads With Voice AI Follow-Up
Connect AI search discovery with voice AI follow-up: preserve lead context, evaluate DialNexa, define human handoffs and measure qualified meetings.
7 min read
-
Free AI Visibility Snapshot: Check Whether AI Mentions, Cites or Recommends Your Brand
How a free AI visibility check works step by step, what it measures, seven free AI visibility audit tools compared and what one snapshot cannot prove.
13 min read
-
How to Avoid Common GEO Mistakes in AI Search: Content, Measurement, Vendors
Twelve common GEO mistakes across content, measurement and vendor selection, each with the check that catches it and what Canlah AI measured.
14 min read
-
How to Build a GEO Content Strategy in a Content Calendar: Topics, Formats, Refresh
How to build a GEO content strategy: where topics come from, which format each engine cited across 526 measured citations, and how often to refresh.
14 min read
-
How to Build an AI Visibility Dashboard in Looker Studio: Mentions, Citations, Traffic
Build an AI visibility dashboard in Looker Studio: which connectors carry mention and citation data, how to wire GA4 with Search Console and what breaks first.
14 min read
-
How to Build EEAT for AI Search in Your Content: Authors, Evidence, Topical Authority
How to build EEAT for AI search: author markup an engine can resolve, evidence a reader can re-run and topical depth, plus an audit you can run in one afternoon.
13 min read
-
How to Choose AI Search Prompts to Track in AI Visibility Tools: Coverage, Count, Rotation
Which AI search prompts to track: a five-layer buyer funnel, 30 to 40 questions, three runs per engine and the rotation rule that keeps cycles comparable.
14 min read
-
How to Choose the Right AI Visibility Tool for Enterprise GEO Programmes
How to choose an AI visibility tool: seven buying criteria, 12 options compared on price, engine coverage and access control, reviewed September 23, 2026.
14 min read
-
How to Create an llms.txt File for Your Website: WordPress, Shopify, Next.js
How to create an llms.txt file: the four blocks the spec requires, a template you can copy and the exact settings path on WordPress, Shopify, Next.js, Wix and more.
14 min read
-
How to Do AEO for Restaurants in Singapore: ChatGPT, Google AI Overviews, Google Maps
AEO for restaurants in Singapore, step by step: fix the Google Business Profile floor first, then win the guides ChatGPT searches and the blogs Gemini reads.
14 min read
-
How to Do AEO for Your Website: Answer Blocks, Schema, FAQ Pages
How to do AEO on a page: 43% of copied facts sat above the first H2, and a price living only in JSON-LD was read by none of five AI systems.
15 min read
-
How to Do Amazon Rufus Optimization for Marketplace Listings: Titles, Q&A, Reviews
Amazon Rufus optimization after the Alexa for Shopping rename: the 75-character title rule, item highlights, A+ Content, reviews and community Q&A.
14 min read
-
How to Do DeepSeek SEO for Foreign Brands in China: DeepSeek, Doubao, Qwen
DeepSeek SEO for foreign brands: fix your Chinese entity, earn presence on the sources DeepSeek, Doubao and Qwen cite and track a frozen Chinese prompt panel.
11 min read
-
How to Do Generative Engine Optimization in 90 Days: Audit, Fix, Measure
The four-phase 90-day GEO roadmap Canlah AI publishes and runs: baseline days 1 to 15, hygiene 16 to 45, off-site 46 to 75, re-measure 76 to 90.
14 min read
-
How to Do GEO for B2B Brands in AI Search: Buying Committees, Content Types, Proof
GEO for B2B brands outside SaaS: which sources AI engines cite for industrial vendors, what each buying-committee role sees and how to prove a change.
14 min read
-
How to Do GEO for B2B SaaS in AI Search: Comparison Pages, Reviews, Docs
Where ChatGPT and Google AI Mode get their B2B SaaS answers, measured across 95 citations, and the six-step GEO programme that fixes each source.
14 min read
-
How to Do GEO for Ecommerce in AI Search: ChatGPT Shopping, Gemini, Google AI Mode
GEO for ecommerce in eight steps: which pages AI engines cite for product questions, the feed and schema fields they read and how to track a whole store.
14 min read
-
How to Do GEO for Fintech in AI Search: Compliance, Comparisons, Trust Signals
How GEO for fintech works under MAS, FCA and FINRA marketing rules: what to measure, which sources engines cite and a seven-step execution sequence.
14 min read
-
How to Do GEO for Healthcare in AI Search: YMYL Content, Credentials, Compliance
Where ChatGPT and Google AI Mode get health answers, measured across 102 citations, and the six-step GEO programme for hospitals, pharma and health brands.
14 min read
-
How to Do GEO for Hotels in AI Travel Answers: OTAs, Reviews, Direct Booking
GEO for hotels in eight steps: which surfaces AI travel answers book through, the rate and review data engines read, and how to defend direct bookings.
14 min read
-
How to Do GEO for Law Firms in AI Search: Practice Pages, Directories, Reviews
GEO for law firms across three surfaces: which legal directories AI engines actually cite, how to rebuild practice-area pages and what reviews do not do.
14 min read
-
How to Do GEO for Local Businesses in AI Search: Google Business Profile, Reviews, Maps
GEO for local businesses in 2026: which sources feed local AI answers, a seven-step Google Business Profile and review playbook and what measurement proves.
14 min read
-
How to Do GEO for Professional Services in Singapore: Accounting, Consulting, Advisory
GEO for professional services in Singapore: which sources AI engines answer from for accounting, consulting and advisory queries, and what ISCA EP 100 rules out.
14 min read
-
How to Do GEO for Real Estate in AI Search: Listings, Area Guides, Agents
GEO for real estate across three surfaces: which listing portals restrict AI crawlers, how to build area guides engines quote and what agent reviews do not do.
14 min read
-
How to Do GEO for Regulated Industries in AI Search: Crypto, Gaming, Forex
How crypto, gambling and forex brands earn accurate AI answers when the ads are closed: platform policy limits, MAS and GRA rules and a seven-step method.
16 min read
-
How to Do GEO for Renovation Contractors in Singapore: Portfolios, Reviews, Directories
GEO for Singapore renovation contractors and interior designers: 73% of homeowner search results sit on third-party surfaces, and the seven fixes that follow.
14 min read
-
How to Do GEO for Shopify Stores in AI Search: Themes, Apps, Product Data
GEO for Shopify: the four agent endpoints Shopify already serves, the review and GTIN keys the theme JSON-LD omits and which apps are worth installing.
14 min read
-
How to Do GEO for Small Businesses on a Budget: ChatGPT, Gemini, Google AI Overviews
GEO for small businesses on US$0 to US$29 a month: a 10-question panel you run by hand, the free tool tiers and when paying for a tracker is worth it.
13 min read
-
How to Do GEO for Startups in AI Search: Launch Mentions, Directories, Comparisons
GEO for startups with no backlinks, reviews or press: the eight steps that put a zero-history brand into ChatGPT and Google AI Mode answers.
14 min read
-
How to Do Grok SEO in AI Answers: X Posts, Web Search, DeepSearch
Grok SEO across Web Search, X Search and DeepSearch: what each surface reads, the steps that earn a place in answers and the tools that track Grok.
14 min read
-
How to Do Prompt Research for AI Search: ChatGPT, Perplexity, Google AI Mode
Prompt research for AI search: four discovery channels, six steps and the prune rules that cut a 191-query pool to the 39 prompts Canlah AI probed.
14 min read
-
How to Do Technical AEO on Your Site: Crawl Access, Rendering and Server Logs
Technical AEO in three checks: which AI crawlers your robots.txt lets in, what breaks when a page needs JavaScript and what server logs prove.
14 min read
-
How to Earn Social Media AI Citations in AI Search: YouTube, LinkedIn, TikTok
Social and video platforms supplied 61 of 477 Google AI Overview citations in a Canlah AI archive. Which platform earns which buyer question, and how.
14 min read
-
How to Fix AI Brand Misinformation in Answers: ChatGPT, Gemini, Perplexity
How to fix AI brand misinformation: trace each wrong ChatGPT, Gemini or Perplexity answer to its source, correct that source and retest on a frozen panel.
13 min read
-
How to Fix ChatGPT 404 Referrals in Your Analytics: Broken Links, Redirects, Branded URLs
How to find ChatGPT 404 referrals in GA4, which invented URLs to redirect, which to build and which to leave, with the measured 404 rates behind each decision.
13 min read
-
How to Get Brand Mentions in AI Answers: Lists, Reviews, Communities
How to get brand mentions in AI answers: separate unlinked mentions from citations, earn list, review and community coverage, and log what moved.
15 min read
-
How to Get Cited by AI Search Engines in Answers: ChatGPT, Perplexity, Google AI Overviews
How to get cited by AI search engines: separate mentions from linked citations, open the citing crawlers and track cited URLs on a frozen panel.
14 min read
-
How to Get Your Business Recommended by ChatGPT in Local Answers: Listings, Reviews, Mentions
ChatGPT recommends a business it can resolve as an entity. Fix the map listings, the review record and the third-party pages it already cites, then measure it.
13 min read
-
How to Improve AI Search Visibility for SMEs in Singapore: ChatGPT, Gemini, Google AI Overviews
A 90-day plan for Singapore SMEs to get named in ChatGPT, Gemini and AI Overviews: which directories to fix, the new EDGE grant and seven GEO providers.
13 min read
-
How to Improve AI Search Visibility for Your Brand: ChatGPT, Gemini, Google AI Overviews
How to improve AI search visibility at the brand layer: entity facts, third-party mentions and reviews, with what Canlah AI's own audit measured.
14 min read
-
How to Improve AI Visibility With Wikipedia and Wikidata: Notability, Sources, Entity Data
How to improve AI visibility with Wikipedia and Wikidata: measured citation shares by engine, the notability test each surface applies, a disclosed edit loop.
16 min read
-
How to Measure AI Share of Voice in AI Search: ChatGPT, Gemini, Perplexity
How to measure AI share of voice: four denominators, a locked pool of 20 to 30 questions, three runs per engine and one archive scoring a peer 34% or 92%.
13 min read
-
How to Measure GEO ROI in Revenue Terms: Attribution, Conversions, Payback
Measure GEO ROI in revenue: label AI sessions, add a self-reported discovery field, price the pipeline at your own conversion rate and read payback in months.
14 min read
-
How to Measure GEO Success in AI Search: Mention Rate, Citation Share, Sentiment
How to measure GEO success: five AI visibility KPIs, the exact denominator under each one and a worked example where one archive returns 15.7% or 17.7%.
14 min read
-
How to Optimize WordPress for AI Search: Plugins, Schema and Performance
WordPress GEO in three layers: which plugin emits llms.txt and schema, the five settings that keep pages out of AI answers and how to prove a fix worked.
14 min read
-
How to Prepare Your Site for AI Agents in Agentic Search: Actions, Data, Checkout
Agent readiness in three layers: the facts an agent reads, the actions it can call and the checkout it can complete, with data from 47 live storefronts.
14 min read
-
How to Rank in AI Search Engines at the Page Level: ChatGPT, Perplexity, Gemini
Page-level steps to rank in AI search engines: crawler access, answer-first passages, tables and schema, with what a 526-citation sample and one audit showed.
13 min read
-
How to Rank in ChatGPT Shopping for Ecommerce Products: Feeds, Reviews, Merchant Data
How to rank in ChatGPT Shopping: get the catalog into a feed ChatGPT reads, fill the fields it ranks on, earn reviews and track product placement over time.
13 min read
-
How to Rank in Google AI Mode in Search: Query Fan-Out, Local Results, Citations
How to rank in Google AI Mode: what query fan-out changes, the measured local-results gap, how to read AI Mode in Search Console and which tools track it.
14 min read
-
How to Rank in Google AI Overviews in Search Results: Ranking Factors, Schema, Citations
Google documents one eligibility gate for AI Overviews. What the ranking factors really are, what schema does and what one 65-request sample showed.
14 min read
-
How to Rank in Microsoft Copilot in AI Answers: Bing Index, Entities, Freshness
How to rank in Microsoft Copilot: allow bingbot, answer the short grounding query Copilot sends to Bing and read your citations in Bing Webmaster Tools.
14 min read
-
How to Rank on ChatGPT in Search Results: Crawl Access, Bing Index, Third-Party Mentions
How to rank on ChatGPT: allow OAI-SearchBot, stop treating Bing as the whole index and earn mentions on the third-party pages ChatGPT retrieves.
14 min read
-
How to Rank on Claude in AI Answers: Web Search, Citations, Brave Index
How to rank on Claude: allow Claude-SearchBot, win the Brave Search top ten that supplies 79.2% of Claude citations and own the brand pages Claude prefers.
14 min read
-
How to Rank on Gemini in AI Answers: Google Index, Entities, Freshness
How to rank on Gemini: stay indexed with a snippet, keep Google-Extended allowed, write for the queries Gemini fans out to and track cited domains.
16 min read
-
How to Recover From AI Overview Traffic Loss in Organic Search: Diagnose, Reallocate, Measure
How to recover from AI Overview traffic loss: date the drop, split it by page class in Search Console, reallocate effort and measure what replaces the click.
14 min read
-
How to Run a GEO Audit in AI Search: Checklist, Scoring, Priorities
A GEO audit checklist for your own site: nine checks, a 100-point score and a priority order, with canlah.ai audited against it and scoring 71.
14 min read
-
How to Run an AI Search Competitor Analysis in Your Category: Mention Gaps, Source Gaps, Prompts
How to run an AI search competitor analysis: mention gaps, source gaps and prompt gaps, with a 177-answer worked example and eight tools compared.
14 min read
-
How to Track Your Brand in Chinese AI Search: DeepSeek, Doubao, Qwen
How to track a brand in Chinese AI search: a native-Chinese prompt panel, per-engine records for DeepSeek, Doubao and Qwen, then how to read the results.
13 min read
-
How to Use AI for SEO in a Marketing Team: Research, Content, Audits
How to use AI for SEO in a marketing team: where ChatGPT and AI SEO tools help with research, content and audits, and what a human must still verify.
14 min read
-
Singapore Clinic GEO Services: Evaluation Framework and Provider Comparison
Compare Singapore clinic GEO services by engine coverage, MOH and SMC content handling, evidence you can re-run, managed execution and procurement fit.
13 min read
-
Why Is My Website Not Showing in AI Overviews? How to Fix Indexing, Answer Fit and Competitor Gaps
Why your website is not showing in Google AI Overviews: four checks, a free test for each, the fix that follows and what Canlah AI's own AIO sample found.
13 min read
-
Can a GEO Agency Guarantee Results? What Singapore Buyers Should Put in the Contract
No GEO agency can guarantee an AI citation or ranking, but it can commit to a lift against a dated baseline. The clauses Singapore buyers can enforce.
12 min read
-
How to Evaluate a GEO Vendor: The Evaluation Checklist Buyers Should Use
A GEO vendor evaluation checklist: twelve evidence questions, nine red flags and a 24-point scorecard, with Canlah AI scored against it, weak answers included.
14 min read
-
How to Get Your Clinic Recommended by ChatGPT and AI Overviews: GEO for Singapore Clinics
How a Singapore clinic gets named by ChatGPT and Google AI Overviews: which sources engines read, the MOH and SMC limits and a six-step GEO playbook.
13 min read
-
How Do AI Engines Choose Sources? What ChatGPT, Perplexity, Gemini and Google AI Overviews Cite
How ChatGPT, Perplexity, Gemini and Google AI Overviews choose sources, which crawler each one needs and how to read five common citation results.
13 min read
-
How to Check if AI Search Recommends Your Brand: ChatGPT, Gemini, Perplexity, Google AI Overviews
How to check if ChatGPT recommends your brand by hand: a buyer prompt panel, repeat runs and a per-engine sheet for Gemini, Perplexity and AI Overviews.
13 min read
-
How to Make Better Ranking Content With Tier Lists That AI Engines Can Cite
How to make tier list and ranking content that AI engines can cite: scope, criteria, evidence, FAQ blocks and a citation check, with eight tools compared.
13 min read
-
How to Track Emerging AI Startups Before They Become Obvious: Signals, Sources and Tools
How to track emerging AI startups: six early signals, the sources that surface new AI companies first and nine tracking tools compared by job.
12 min read
-
How to Turn One Content Idea Into Multi-Platform Assets: A Repurposing Framework
A content repurposing framework for turning one idea or whitepaper into platform-specific assets, with a platform-by-asset table and eight tools compared.
13 min read
-
How to Find and Choose the Right AI Marketing Tool: Evaluation Framework and Shortlist Checks
How to find the right AI tool for marketing: seven discovery sources compared, a five-question evaluation checklist and a fair pilot method.
13 min read
-
How to Make a TikTok Slideshow With AI: Tools, Steps and What Performs
How to make a TikTok slideshow with AI: eight tools compared, a six-step workflow from one product photo and what TikTok's own guidance says performs.
14 min read
-
How to Get a Kids Robotics Education Centre Recommended by ChatGPT: SEO and GEO Strategy
An SEO and GEO strategy for kids robotics education centres in Singapore: the parent questions to target, what to measure and how to read the results.
14 min read
-
How to Get Cited by Perplexity AI: Crawler Access, Source Signals and a Tracking Method
How to get cited by Perplexity AI: open access to PerplexityBot, publish quotable answers with sources and track citations with a frozen prompt panel.
14 min read
-
Why Is My Business Not Showing Up in ChatGPT? A Diagnosis Framework and Fixes
Why your business is not showing up in ChatGPT: four failure causes, a free test for each, the fix that follows and what Canlah AI's own audit found.
14 min read
-
How to Choose a GEO Agency in Singapore: Evaluation Framework and Provider Checks
How to choose a GEO agency in Singapore: five selection criteria, eight RFP questions and eight providers' public claims checked on September 23, 2026.
13 min read
-
How Style Genome Captures a Brand Style Embedding in 768 Dimensions: Method, Inputs and Limits
How Style Genome encodes brand style into a 768-dimension embedding: the four input families, the 0.85 cosine check, five alternatives and what it cannot prove.
14 min read
-
Does My DTC Brand Need an AI Marketing Agent? How to Tell From Five Signals
Does your DTC brand need an AI marketing agent? Five signals to measure, a diagnostic table, six providers compared and what the checklist cannot prove.
13 min read
-
How to Take a Campaign From Brief to Published in 48 Hours With an AI Workflow
How to run an AI campaign workflow from brief to published in 48 hours: eight stages with owners and hour windows, plus six tools compared.
15 min read
-
How to Scale AI Content Without Diluting Your Brand: A Governance Framework
How to scale AI content without diluting your brand: seven control layers, a weekly review workflow and the checks that keep output on-brand at volume.
14 min read
All article types
← All articles