Canadian Mortgage Professionals: AI Market Discovery Index

For the strategic interpretation of this benchmark, read CiteWorks Studio's analysis of how AI search is recommending Mortgage Canada

This benchmark analyzes how Canadian mortgage professional associations appear in AI-generated answers across six AI platforms: ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, and Perplexity. The current measurement covers August 2026, drawing on 87 AI-generated observations across seven tracked organizations. It is compared against the prior benchmark from July 2026, which was based on 32 observations across the same six platforms and the same seven organizations.

Executive Summary

REMIC remains the category leader, with valid recommendation coverage measured at 2.3% in August 2026, compared with 0.0% in July 2026. No organization crossed the threshold for significant movement this month; all seven tracked organizations — Alberta Mortgage Brokers Association, Canadian Alternative Mortgage Lenders Association, Canadian Mortgage Brokers Association, CMBA Ontario, CMBA-BC, Mortgage Professionals Canada, and REMIC — are classified as stable in the current period.

Mortgage Professionals Canada's valid recommendation coverage measured 0.0% in August 2026, compared with 6.2% in July 2026, when it held the category's only recommendation coverage. This change also falls within the benchmark's normal month-to-month variation.

Across the two months tracked so far, leadership in valid recommendation coverage moved from Mortgage Professionals Canada in July 2026 to REMIC in August 2026: Mortgage Professionals Canada led by 6.2 percentage points at baseline, while REMIC leads by 2.3 percentage points in the current period. With only two months of comparable data collected, this benchmark should be read as an early snapshot of the category rather than a confirmed trend.

Benchmark Snapshot

Current Month in Context

August 2026 was a quiet month for the Canadian mortgage professionals category. All seven tracked organizations are classified as stable on the primary metric, valid recommendation coverage, with no organization exceeding the benchmark's normal month-to-month variation. REMIC continues as the category leader, with valid recommendation coverage measured at 2.3% in August 2026, the same figure that also produced the only rank-one recommendation context recorded in the current period.

Raw mention presence for REMIC measured 48.3% in August 2026, compared with 40.6% in July 2026. Mortgage Professionals Canada's raw mention presence measured 5.8% in August 2026, compared with 12.5% in July 2026; its valid recommendation coverage measured 0.0% in August 2026, compared with 6.2% in July 2026. Both changes are classified as stable within the current benchmark's variation thresholds.

Trend Table

The primary metric is valid recommendation coverage, defined as the share of AI answers where an organization is recommended within a top-three context. This month was quiet, with no organization's movement exceeding the benchmark's normal variation range. Both Mortgage Professionals Canada's change from baseline and REMIC's change from baseline are classified as stable rather than significant.

Key Findings

The category was dominated by stability in August 2026. All seven tracked organizations — Alberta Mortgage Brokers Association, Canadian Alternative Mortgage Lenders Association, Canadian Mortgage Brokers Association, CMBA Ontario, CMBA-BC, Mortgage Professionals Canada, and REMIC — are classified as stable in the current period.

Within this stable group, some organizations recorded small changes in raw mention presence that did not reach the threshold for significant movement. Canadian Mortgage Brokers Association's raw mention presence measured 1.1% in August 2026, compared with 0.0% in July 2026, with a modeled AI Authority Value of $27.0 in the current period. CMBA Ontario's raw mention presence measured 2.3% in August 2026, compared with 3.1% in July 2026. Alberta Mortgage Brokers Association's raw mention presence measured 1.1% in August 2026, compared with 6.2% in July 2026.

Mortgage Professionals Canada's valid recommendation coverage measured 0.0% in August 2026, compared with 6.2% in July 2026, when the organization held the category's only recommendation coverage, a 3.1% top-three rate, and a 3.1% rank-one rate. Both rates measured 0.0% in August 2026. This change is classified as stable within the benchmark's normal variation range.

REMIC's valid recommendation coverage measured 2.3% in August 2026, compared with 0.0% in July 2026. REMIC is currently the only organization with valid recommendation coverage and the only organization appearing in a rank-one recommendation context (2.3% rank-one rate, compared with 0.0% in July 2026). REMIC's raw mention presence of 48.3% is the highest in the tracked category, ahead of Mortgage Professionals Canada at 5.8%. This change is also classified as stable within the benchmark's normal variation range.

Current Benchmark Analysis

REMIC has the highest raw mention presence in the category, measured at 48.3% in August 2026, compared with 40.6% in July 2026. However, REMIC's valid recommendation coverage of 2.3% despite this presence figure indicates that most AI answers referencing REMIC do not position it within a top-three recommendation shortlist.

The broader category continues to show low recommendation coverage. REMIC is the only organization with any valid recommendation coverage in August 2026. Within the current dataset of 87 observations and $40,380 in modeled AI Authority opportunity, AI systems are generating substantial answers referencing Canadian mortgage professional organizations, but a recommendation-shaped shortlist rarely results. For the remaining six organizations, no recommendation-context appearances were recorded in the current period.

With two months of comparable data collected so far, the current benchmark should be read as an early-stage snapshot. The benchmark cannot distinguish platform behavior from measurement effects, and the current month's classification of stability across all seven organizations means no directional conclusion can be drawn about the category's trajectory.

Company Analysis

REMIC's position as the category leader is supported by presence across multiple AI platforms. In August 2026, REMIC recorded the highest authority value on all six tracked platforms: ChatGPT ($533.3), Google AI Mode ($360.0), Google AI Overviews ($317.3), Gemini ($110.6), Copilot ($45.8), and Perplexity ($40.5). Combined with a 2.3% top-three rate and a 2.3% rank-one rate, this gives REMIC a modeled AI Authority Value of $1,407.4 in the current period.

The remaining six organizations show varying levels of presence but no valid recommendation coverage in August 2026. Mortgage Professionals Canada held the second-highest raw mention presence at 5.8%, compared with 12.5% in July 2026. Canadian Mortgage Brokers Association recorded a modeled AI Authority Value of $27.0 in August 2026, with raw mention presence of 1.1%. CMBA Ontario recorded a modeled AI Authority Value of $18.0 with raw mention presence of 2.3%. Alberta Mortgage Brokers Association recorded $9.0 in modeled AI Authority Value with 1.1% raw mention presence.

Canadian Alternative Mortgage Lenders Association and CMBA-BC recorded no presence in either July 2026 or August 2026. Neither organization appeared in any AI answer during either measurement period, recording no visibility, no recommendation coverage, and no modeled AI Authority Value.

The current-period modeled AI Authority Values should be read with caution. The query-volume basis underlying these figures differed materially between July 2026 and August 2026 — median query volume moved from 0 to 20, and the share of zero-volume queries moved from 53.1% to 12.6% — so dollar figures across the two periods are not directly comparable and are presented for current-period context only. The modeled value in this benchmark is provisional and should not be interpreted as evidence of broad recommendation momentum; it reflects weighted presence and recommendation signals across the tracked prompts only.

Company Comparison

Visibility Versus Recommendation

Raw mention presence and valid recommendation coverage measure different things in this benchmark. Raw mention presence records whether an organization is referenced anywhere in an AI answer, in any context. Valid recommendation coverage records only the share of answers where an organization appears within a top-three recommendation shortlist.

REMIC illustrates the distinction: its raw mention presence of 48.3% in August 2026 is the highest in the category, but its valid recommendation coverage of 2.3% means the large majority of AI answers referencing REMIC do not position it as a recommended option. For the six organizations with 0.0% valid recommendation coverage in August 2026, appearing in an AI answer at all does not currently translate into inclusion in a recommendation-shaped shortlist.

Practical Implications

The current benchmark suggests that presence alone is not sufficient for organizations in this category; only REMIC recorded any valid recommendation coverage in August 2026, despite several other organizations appearing in at least one AI answer during the period. Organizations without recommendation coverage may want to examine which prompts and platforms they already appear on, since raw mention presence indicates the organization is already part of the AI-generated conversation about Canadian mortgage professionals.

Because this month is classified as stable across all seven tracked organizations, no organization should treat August 2026 alone as confirmation of a durable competitive position. With only two months of comparable data, continued monthly tracking will be needed to distinguish lasting patterns from normal variation.

What This Public Benchmark Does Not Include

- This benchmark tracks organizational presence and recommendations in AI answers, not the accuracy or quality of the underlying AI responses.

- It does not measure human brand awareness, website traffic, lead generation, or conversion metrics.

- It does not capture social media sentiment, news coverage, or other non-AI brand signals.

- The benchmark reflects the organizations tracked; other Canadian mortgage professional associations not listed here are not included.

- It does not evaluate the completeness of AI answers or whether the absence of an organization represents a missed opportunity.

- The modeled opportunity value is a benchmark figure, not revenue or economic value delivered to any organization.

- It does not measure the business impact of being mentioned or recommended in AI answers.

- The benchmark does not track individual mortgage brokerages or lenders, only professional associations.

- It does not assess the quality of an organization's digital presence or website, only its appearance in AI-generated content.

- The benchmark does not capture AI answers generated after the measurement period or on platforms not tracked.

- This page shows the current benchmark results. The paid report shows deeper prompt-level analysis and recommended next steps.

Methodology and Disclaimers

1. This benchmark was constructed by posing a consistent set of prompts about Canadian mortgage professionals to six AI platforms: ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, and Perplexity.

2. The measurement period for the current benchmark is August 2026, with 87 total observations. The prior benchmark from July 2026 contained 32 observations.

3. The primary metric, valid recommendation coverage, measures the percentage of AI answers where an organization appears in a recommendation context, specifically within a top-3 recommendation shortlist.

4. Raw mention presence measures the percentage of AI answers where an organization is referenced in any context, whether neutral, positive, or negative.

5. Modeled AI Authority Value is a modeled benchmark figure that weights an organization's presence and recommendation coverage against a total modeled opportunity value. It is not revenue and does not represent realized business outcomes.

6. The total modeled opportunity value for August 2026 was $40,380, calculated using a median query volume of 20 and a zero-volume query share of 12.6%. The prior benchmark period (July 2026) used a median query volume of 0 and a zero-volume share of 53.1%. Because this input differed materially between periods, dollar-value figures are not directly comparable across periods and are presented for current-period context.

7. Net sentiment score reflects the balance of positive versus negative mentions in AI answers within the benchmark, on a scale where positive values indicate more positive than negative mentions.

8. Measurements include response types such as factual answers, recommendation shortlists, pricing analysis, and comparison analysis, with 78 factual answers and 4 pricing analysis responses in August 2026.

9. An organization is classified as a significant riser or decliner only when its movement exceeds the threshold for normal month-to-month variation; otherwise it is classified as stable.

10. Normal month-to-month variation means that small changes in percentages, presence rates, or authority values can occur simply due to differences in how AI systems generate responses, changes in the prompts used, or natural variability in AI outputs. A single month of movement does not establish a trend.

Commercial Takeaway

For organizations in the Canadian mortgage professionals category, the current benchmark points to one clear priority: recommendation-stage visibility, not raw mention volume, is the scarce resource. REMIC is the only organization with any valid recommendation coverage in August 2026, meaning it is currently the only organization AI systems present within a top-three recommendation shortlist for the tracked prompts.

The modeled AI Authority Values in this benchmark represent a modeled benchmark figure, not revenue or realized business value. REMIC's modeled value of $1,407.4 in August 2026 reflects its presence and recommendation position weighted against the total modeled opportunity, not actual leads or client conversions.

For the six organizations with no current recommendation coverage, the opportunity remains largely unrealized in the current period. Because this month is classified as stable across the category, organizations should treat the current standings as an early-stage snapshot rather than confirmation of a lasting position, and continue monitoring in coming months.

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