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2026 Market Analysis

State of AI Visibility:
Alberta Overview

Comprehensive algorithmic audit across all trade verticals statewide.

We analyzed 3,606 businesses across Alberta. The findings reveal a critical digital divide: 93% of businesses remain invisible to AI assistants like ChatGPT, Perplexity, and AI-augmented search engines.

Only 9% of the market reaches "AI-Ready" status—the minimum threshold required to appear in AI-generated recommendations. Roofers lead with 15% compliance, while HVAC-R lag critically at just 0%.

This disparity represents an immediate opportunity for businesses ready to act.

3,606
Businesses Audited
9%
AI Ready
Market Distribution
AI-Ready (9%)
Visible (15%)
Invisible (75%)
82%
Have Website
7%
Schema Ready

Trade Landscape

Trade-by-Trade Disparities

Our analysis spans 9 trade verticals across the state. The radar chart visualizes performance gaps between industries.

Roofers currently show the highest average score at 49/100, with 15% of businesses reaching AI-Ready status.

HVAC-R show the lowest average score at 43/100, a 6-point gap. 0% of businesses in this sector reach AI-Ready status.

This data represents a market snapshot. Score differences may reflect industry maturity, sample size, or sector norms.

AI Visibility by Trade

Average score indicates relative AI visibility by trade

Leaders vs Laggards

Click a trade to view the full report

The Complete Picture

The Gap Between Web Presence and AI Visibility

The table below reveals a troubling reality: 82% of businesses have a website, yet only 7% use Schema.org markup—the technology that enables AI to understand and recommend a business.

This 75-point gap represents businesses that invested in their online presence but remain invisible to new search interfaces. It's like having a storefront with no sign.

  • Avg Score: composite indicator including reviews, Schema, and technical signals
  • AI-Ready %: businesses above the 75/100 threshold
  • Competition: market saturation level in that sector

This table contains detailed data best viewed on a larger screen. Please switch to desktop to view.

Score Distribution

What the Distribution Reveals

The market median score is 37/100, with an average of 41. This skewed bell curve shows that 27% of businesses fall below the median.

Green bars (scores 81-100) represent "AI-Ready" businesses—those appearing regularly in AI recommendations. Red bars (0-20) show businesses that are completely invisible.

Strategic Implications

  • Reaching the top 20% means dramatically higher visibility
  • Each 10-point increment significantly improves recommendation rates
  • The majority of the market remains vulnerable to disruption by optimized competitors

Score Distribution

AI-Ready (80-100)
Average (20-79)
Invisible (0-19)

The Performance Gap

The Visibility Snowball Effect

The gap between top performers and the rest is striking—and it's widening.

The Top 10% average a score of 81 compared to just 27 for the bottom half of the market. This 54-point gap translates to massive visibility differences.

The Review Multiplier

Even more telling: leaders accumulate 8.7x more reviews than their competitors. Reviews generate trust, trust generates clicks, clicks generate more reviews. It's a virtuous cycle for some, vicious for others.

Businesses in the bottom 50% aren't just behind—they're actively becoming less visible every day relative to the competition.

Top 10%
Avg Score81
Avg Reviews149
Bottom 50%
Avg Score27
Avg Reviews17
Review Gap
8.7x

Reviews & Visibility

The Score-Review Correlation

Each dot represents a business, colored by trade vertical. The scatter plot reveals a clear correlation: more reviews generally mean higher scores.

Three Distinct Zones

  • Upper-right quadrant (high score, many reviews): These businesses dominate AI responses and capture the majority of new customers.

  • Middle zone: Businesses with potential but limited visibility. A modest investment could propel them to the top.

  • Lower-left quadrant: Virtually invisible. These businesses depend entirely on word-of-mouth and existing customers.

Score vs Review Volume

City Rankings

Geographic Ranking

Below: the top 10 cities and bottom 5 cities in Alberta by average AI visibility score.

Priddis leads with a score of 60/100 across 5 businesses analyzed.

Carvel shows the lowest average at 27/100, a 33-point gap from the leader.

What This Means

  • Low-scoring markets represent a differentiation opportunity for local businesses willing to invest in their visibility.
  • A 33+ point spread between cities suggests significant regional variation in digital adoption.

Geography isn't destiny. A well-optimized business in a "weak" market can easily outperform competitors from major cities.

Top Cities

1
Priddis
60/100
5
2
Rocky View
53/100
6
3
Acheson
47/100
13
4
Cochrane
47/100
119
5
Langdon
43/100
9
6
Fort Saskatchewan
43/100
80
7
Spruce Grove
42/100
127
8
Calgary
42/100
2,214
9
Leduc
42/100
122
10
Stony Plain
41/100
5

Lagging Cities

11
Carvel
27/100
8
12
Foothills County
30/100
69
13
Edmonton
31/100
17
14
Sturgeon County
35/100
76
15
Aldersyde
37/100
8
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