We benchmarked AI search citation share for 28 Ottawa-headquartered B2B SaaS companies across ChatGPT search, Perplexity, and Google AI Overviews in Q1 2026. The headline: Ottawa SaaS is dramatically under-cited relative to comparable Toronto/Waterloo competitors despite comparable product quality.
Across 120 representative B2B SaaS prompts, Ottawa-headquartered companies received an average of 0.6 citations per prompt vs 2.1 for size-matched Toronto/Waterloo competitors. The gap is almost entirely explained by content investment, not product quality.
Ottawa SaaS companies underperform most on (1) comparison-style queries ('best [category] for [use case]'), (2) integration queries ('does [product] work with [other tool]'), and (3) implementation queries ('how to set up [workflow] with [product]'). Each of these query types rewards detailed, structured, evergreen content — precisely what most Ottawa SaaS marketing teams have under-invested in.
The 3 Ottawa SaaS companies with above-cohort citation share share three traits: (1) public comparison pages against named competitors, (2) detailed integration documentation indexed for search, (3) regularly-updated implementation guides with named author bylines and last-reviewed dates.
Ottawa SaaS averages 0.6 AI citations per representative prompt vs 2.1 for Toronto/Waterloo peers.
Comparison, integration, and implementation queries are the largest gaps.
Top performers publish public comparison pages against named competitors.
Named author bylines + last-reviewed dates correlate with citation share.