ARTICLE TYPE
Guides
Step-by-step walkthroughs you can run on your own site, using the same checks we use in client work.
18 articles
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Can a GEO Agency Guarantee Results? What Singapore Buyers Should Put in the Contract
No GEO agency can guarantee AI citations. The contract clauses Singapore buyers can enforce instead, and the guarantee terms Canlah AI signs and refuses.
12 min read
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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
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How to Use GEO to Get a Singapore Clinic Recommended by ChatGPT and Google AI Overviews
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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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