Twelve methodology essays on the actual practice of keyword research as it works in 2026 Canadian search — covering competition analysis, intent classification, long-tail mining, cannibalization, and seasonal planning. Drawn from anonymized real-client research workflows.
Most keyword research content in market is tool-tutorial content (how to use Ahrefs, how to use Semrush, etc.). This pack is methodology — what to do with the data, how to think about competition beyond a single difficulty number, how to classify intent, how to mine the long tail, how to fix cannibalization, how to plan seasonally.
The essays are drawn from anonymized real-client research workflows. Each essay describes the framework, the inputs it consumes, the outputs it produces, and the failure modes that the framework prevents.
**Discovery:** competitor keyword gap, long-tail mining, international keyword research.
**Classification:** intent classification framework, branded vs non-branded tracking.
**Difficulty assessment:** keyword competition analysis (4-axis), low search volume strategy.
**Optimization:** keyword cannibalization fix, decoding 'keyword not provided', seasonal planning.
**Strategic:** right keywords by funnel stage, LSI debunked.
- Keyword Competition Analysis Framework - Decoding 'Keyword Not Provided' in 2026 - LSI SEO Debunked - Low Search Volume Keyword Strategy - Choosing the Right Keywords by Funnel Stage - Search Intent Classification Framework - Keyword Cannibalization Fix Pattern - Long-Tail Keyword Mining at Scale - Competitor Keyword Gap Analysis - Branded vs Non-Branded Tracking - Seasonal Keyword Planning - International Keyword Research
- Keyword research for B2B SaaS companies - Keyword research for ecommerce stores - Keyword research for professional services firms - Keyword research for local services contractors - Keyword research for healthcare practices - Keyword research for real estate brokerages - Keyword research for law firms - Keyword research for financial services firms
- Keyword research for Ottawa businesses - Keyword research for Toronto businesses - Keyword research for Montreal businesses - Keyword research for Vancouver businesses - Keyword research for Calgary businesses - Keyword research for Edmonton businesses - Keyword research for Winnipeg businesses - Keyword research for Halifax businesses - Keyword research for Quebec City businesses - Keyword research for Hamilton businesses
No — the methodology is tool-agnostic. The frameworks work with Ahrefs, Semrush, Sistrix, Mangools, GSC, or any other keyword data source. Tool-specific implementation details are noted where they materially differ.
For a mid-size site: 40-80 hours of senior SEO time across discovery, classification, difficulty assessment, and prioritization. The output is a 12-month content roadmap with priority queries, intent classification, and content briefs.
Yes — keyword research engagements are scoped separately from ongoing retainer work. Reach out via the contact link for scoping.