AI Search Visibility Ranking & KPIs
for Montreal SEO Agencies
Across the 7 pages that make up the SERP for “seo agency Montreal”, we measure who is actually cited. And the AI ranking doesn't match Google's.
Google · Organic
agencies.semrush.com
#1 on Google
Gemini · Most Cited
clutch.co
11 citations · 7.2% share of voice
The Google leader is not the AI leader. clutch.co, only ranked 4ᵉ on Google, earns the highest visibility score in the market (80.5/100), while agencies.semrush.com, 1ᵉʳ on Google, falls to 2ᵉ out of 7.
78
Domains cited in this market
152
Total citations observed
7
Pages analyzed
Updated on August 18, 2026
Four signals measure AI semantic health for SEO Agency in Montreal
Each domain's GEO Visibility Score combines its share of voice, citation probability, authority (E-E-A-T), and technical health.
72,6
Average citation probability
Out of 100. The market's theoretical ceiling is 85, i.e. 12,4 points of untapped headroom.
50,7
Market GEO health
A moderate composite score despite solid semantic coverage (81,4%).
+29,9%
Top 3 vs. rest authority gap
The organic Top 3 has an average E-E-A-T score of 46,4/100 versus 32,5/100 for the rest of the market.
81,4%
Market semantic coverage
The Top 3 (68,8%) covers the topic better than the organic leader itself (56,5%).
Based on real search intent for the keyword seo agency Montreal, extracted from search data (Semrush).
260
Search Volume
23
Keyword Difficulty
$0.00
Avg. CPC
Google SERP vs AI Visibility: who dominates in Montreal?
Comparison of the 7 seo agencies ranking on Google page 1, measured on their citability by AI (GEO Visibility Score). Weighting: 40% share of voice, 25% citation probability, 20% E-E-A-T authority, 15% technical health.
| GVS Rank | SEO Agencies | GVS Score | Google Rank | Δ vs Google | Real Citations | Share of Voice |
|---|---|---|---|---|---|---|
| 1 | clutch.co | 80.5 | #4 | ▲ +3 | 11 | 7.2% |
| 2 | agencies.semrush.comGoogle Leader | 70.4 | #1 | ▼ -1 | 9 | 5.9% |
| 3 | digitad.ca | 51.9 | #2 | ▼ -1 | 3 | 2% |
| 4 | webcie.ca | 51.7 | #7 | ▲ +3 | 4 | 2.6% |
| 5 | wsisme.com | 51.5 | #3 | ▼ -2 | 3 | 2% |
| 6 | mediaforce.ca | 41.1 | #6 | — 0 | 1 | 0.7% |
| 7 | blackcatseo.ca | 39.4 | #9 | ▲ +2 | — | — |
Δ = rank gained or lost between the Google rank and the GEO Visibility Score rank. Citations and share of voice shown come from Gemini. One entry (blackcatseo.ca) doesn't appear in any citation captured in this sample: their score reflects only their citation probability, authority, and technical health.
The domains most cited by Gemini
Citation Ranking Top 10: the seo agencies most cited by Gemini for "seo agency Montreal".
| # | Domain | Citations | Share of Voice | SERP Rank |
|---|---|---|---|---|
| 1 | clutch.coLeader | 11 | 7.2% | #4 |
| 2 | semrush.com | 9 | 5.9% | Outside Top10 |
| 3 | optiwebmarketing.ca | 7 | 4.6% | Outside Top10 |
| 4 | referencement-pme.ca | 6 | 3.9% | Outside Top10 |
| 5 | bluethings.co | 5 | 3.3% | Outside Top10 |
| 6 | pandia.com | 4 | 2.6% | Outside Top10 |
| 7 | prostarseo.com | 4 | 2.6% | Outside Top10 |
| 8 | onfolio.com | 4 | 2.6% | Outside Top10 |
| 9 | rablab.ca | 4 | 2.6% | Outside Top10 |
| 10 | webcie.ca | 4 | 2.6% | #7 |
98.7% of citations come from “Corporate” sources, versus 0.7% UGC and 0.7% Social. semrush.com, optiwebmarketing.ca, referencement-pme.ca, bluethings.co, pandia.com, prostarseo.com, onfolio.com, rablab.ca are heavily cited without appearing in the organic Top 7. That's a positioning opportunity independent of the classic Google ranking.
What AI models ask to cite an SEO Agency in Montreal
20 sub-queries generated from the intent "seo agency Montreal", grouped into 4 categories. 20 of 20 (100%) generated at least one identifiable citation.
Entity
Attributes
Process
Comparison
Two editorial angles compete over SEO Agency in Montreal
The topical breakdown of pages in the corpus reveals where competition concentrates and the angle to break through.
42.9%
Communication, industries, and positive feedback in SEO
Driven by the organic leader and the domain most cited by AI (agencies.semrush.com, clutch.co, mediaforce.ca).
57.1%
WSI, content strategy, and Google optimization
Driven by digitad.ca, wsisme.com, webcie.ca….
4,583 differentiator terms, only 417 consensus terms
The market is far from exhausting its distinctive vocabulary, but maturity (39.4%) and lexical diversity (5.4%) remain low.
26.5%
Entry Barrier
39.4%
Market Maturity
5.4%
Lexical Diversity
78.3%
Leader Distinctiveness
Consensus terms (417)
Differentiator terms (4,583)
Recommendations to improve AI search visibility for SEO Agency in Montreal in AEO/GEO
Write self-contained passages of 91-167 words to maximize LLM citability.
Entity density at 52.43/1000 words, above the optimal zone (15-20) — reduce to avoid stuffing.
The category 'Attributs' is the least covered by LLM citations — priority content angle.
How we calculate this score
The GEO Visibility Score weighs four signals: real share of voice in citations (40%), citation probability (25%), domain E-E-A-T authority (20%), and technical health (15%).
What is your AI search visibility in Montreal?
Request a full audit of your domain: share of voice, citation probability, E-E-A-T authority, and technical health — using the same analysis engine as this index.
Audit generated on August 18, 2026 · Corpus of 7 pages · 20 sub-queries analyzed
GeoCitation, the AI search visibility observatory.