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For Canadian permanent residence, IRCC accepts both CELPIP-General and IELTS General Training, and neither one earns you extra points. Your scores are converted to Canadian Language Benchmarks (CLB), and the CRS only looks at the CLB level. So the real question is not which test is better, it is which test lets you hit CLB 9 more easily. CELPIP is usually the better pick if you are already in Canada and comfortable with a fully computer-based test. IELTS is usually the better pick if you are outside Canada, or if you speak more fluently to a live person than into a microphone. What IRCC actually accepts in 2026 According to the IRCC language test page on Canada.ca (last updated June 22, 2026), the approved English tests for Express Entry are: CELPIP-General. The CELPIP-General LS version is not accepted for Express Entry. IELTS General Training. IELTS Academic is not accepted, and IRCC explicitly does not accept IELTS One Skill Retake for Express Entry. PTE Core. A third opti...

Every paid-media calculation you will ever be asked to do, whether in an interview, on a whiteboard, or in a live spreadsheet task, comes down to one chain and two rules. Learn the chain, avoid the two traps, and you can derive every metric from CPM to LTV:CAC on the spot. This is the cheat sheet I wish I'd had. The one funnel chain that generates every metric Stop memorizing formulas as a list. Memorize one chain and derive the rest. Every media calculation walks along this line: Spend → Impressions → Clicks → Leads → Policies/Sales (CPM) (CTR) (CVR) (bind/close rate) Walking forward (I have a budget, what do I get?): Impressions = (Spend ÷ CPM) × 1,000 Clicks = Impressions × CTR Leads = Clicks × CVR Sales = Leads × close rate Walking backward (I have a target, what do I need?): Leads needed = Sales ÷ close rate Clicks needed = Leads ÷ CVR Impressions needed = Clicks ÷ CTR Spend needed = (Impressions ÷ 1,000) × CPM If ...