Where AI helps
Outlining: AI is excellent at producing comprehensive content briefs and topical outlines based on top-ranking competitors.
First drafts: useful for getting a starting structure, especially for comparison tables, FAQ sections, and structural sections.
Editing and grammar: AI rewriters catch awkward phrasing and improve readability faster than manual editing.
Research synthesis: summarizing multiple sources into a structured brief saves significant strategist time.
Where AI hurts
Original insight: AI can't generate truly novel takes, original case study data, or first-hand experience — these are exactly what E-E-A-T rewards.
Citations and facts: AI hallucinates statistics and citations frequently. Every fact needs human verification before publishing.
Voice and trust: AI content is often generic, hedged, and over-explanatory. Toronto businesses lose trust signals when their entire blog reads like a bot wrote it.
Scaled abuse: publishing hundreds of AI-generated pages without human curation is explicitly cited in Google's spam policies and triggers algorithmic demotion.