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CANLAH AI is a premium SEO + GEO agency in Singapore that probes ChatGPT, Gemini, and Google on locked buyer questions—then engineers brands into the answers with screenshots and timestamps you can re-verify.

Ahrefs is a bootstrapped Singapore company built on AhrefsBot—a web crawler that refreshes link data in minutes, not months. From $300K and OCaml to $100M+ ARR, Yep, and a name stolen from HTML: what actually makes the business defensible.

Google's Nov 2024 site reputation abuse policy treats independent sections separately—moving spammy content to a subdomain won't save you. Here's when blog.example.com vs example.com/blog actually matters.

Google's 2012 EMD update removed the ranking cheat code—but 0.2% of YC startups still use literal EMDs while category killers like Cars.com prove keyword domains can compound as CTR and type-in assets when backed by real product.

SEO-friendly in 2026 means CTR physics and crawl hygiene—not keyword stuffing. EMD update hit 0.6% of queries; GrowthBadger shows .com is 33% more memorable.

Moz DA, Ahrefs DR, and Majestic TF are comparative link scores—not Google ranking factors. Here is how to use them for comps and expired-domain due diligence without chasing the wrong number.

Exact-match domains are not a ranking shortcut after the 2012 EMD update. TLD geo hints, CTR, and domain history still matter—here is the evidence-ranked breakdown.

Core Web Vitals are a real ranking input—not a magic lever in your hostname. What Google actually says about LCP, INP, and CLS, why field data beats lab scores, and where speed stops mattering for SEO.

Expired ≠ instantly available. gTLDs pass auto-renew grace, 30-day RGP, then 5-day pending delete before drop catchers compete. Here is the filter stack that avoids toxic history.