What is a GEO Competitor Gap Analysis and what does it produce?
A GEO Competitor Gap Analysis is a systematic study that measures which of your named competitors are being cited in AI-generated responses to industry-relevant queries, how frequently they appear across the five major AI engines, and what specific signals are driving those citations that your current web presence does not yet have. It produces a citation frequency matrix, a gap signal audit, and a prioritised action plan — all built around your specific competitive context in the Canadian market.
Why does AI competitive analysis differ from traditional SEO competitive analysis in Canada?
Traditional SEO competitive analysis measures organic rankings, backlink profiles, and estimated traffic using tools built around search engine behaviour. AI citation analysis measures a different phenomenon: whether a large language model has sufficient confidence in your entity's authority and relevance to include you in a generated response to a specific type of query. The signals that build that confidence — third-party editorial coverage, Wikipedia presence, structured entity data, content comprehensiveness — overlap with but are not identical to traditional SEO signals. In the Canadian context, this distinction is compounded by the bilingual dimension: English-language and French-language AI citation dynamics require separate measurement.
What does the 30-query test cover for Canadian markets?
The 30-query test set covers the full decision journey in your category, distributed across awareness, consideration, and comparison intent. For bilingual markets, the test set includes both English-language and French-language queries, with the language split calibrated to your specific competitive context. All queries are constructed to reflect natural-language phrasings — the way actual buyers speak when consulting AI tools, rather than keyword-formatted search strings. For businesses with regional competitive dynamics, a portion of the query set can be structured around province- or city-level intent.
How long does a Canadian market engagement take to deliver?
Standard engagements for the Canadian market are delivered within ten to fourteen working days from the briefing session. Bilingual analyses that include a full French-language sweep add approximately two to three working days to the delivery timeline. If your organisation is working toward a specific deadline — a board presentation, a budget submission, or an internal strategy review — discuss the timing requirement during the briefing session and we will confirm whether an accelerated schedule is feasible.
What does this service cost in Canadian dollars?
Standard GEO Competitor Gap Analysis engagements are priced at CAD $3,900 for three competitors and CAD $5,200 for five competitors. Bilingual analyses including full French-language query testing and a language-stratified citation matrix are priced at CAD $4,800 for three competitors and CAD $6,200 for five competitors. All tiers include the full five-engine sweep, citation matrix, gap signal audit, prioritised action plan, and executive summary. Ongoing monthly citation tracking retainers are quoted separately following initial analysis delivery.
What happens with the findings once the analysis is delivered?
The action plan is structured for immediate distribution to functional owners — your content team, PR contacts, technical team, and regional marketing leads. Most Canadian clients begin implementing priority items from the action plan within two to four weeks of delivery, with PR and editorial coverage initiatives taking longer than technical or content-based remediation steps. A 90-day retest is available at a reduced rate, comparing citation frequencies at the time of retest against the initial baseline to measure progress.
