AI Search Visibility Ranking & KPIs
for Cambridge SEO Agencies
Across the 9 pages that make up the SERP for “seo agency Cambridge”, we measure who is actually cited. And the AI ranking doesn't match Google's.
Google · Organic
i3media.net
#1 on Google
Gemini · Most Cited
doublespark.co.uk
2 citations · 1.8% share of voice
The Google leader is not the AI leader. doublespark.co.uk, only ranked 2ᵉ on Google, earns the highest visibility score in the market (84.7/100), while i3media.net, 1ᵉʳ on Google, falls to 4ᵉ out of 9.
84
Domains cited in this market
112
Total citations observed
9
Pages analyzed
Updated on August 16, 2026
Four signals measure AI semantic health for SEO Agency in Cambridge
Each domain's GEO Visibility Score combines its share of voice, citation probability, authority (E-E-A-T), and technical health.
69,9
Average citation probability
Out of 100. The market's theoretical ceiling is 85, i.e. 15,1 points of untapped headroom.
48,3
Market GEO health
A low composite score despite solid semantic coverage (80%).
+37,5%
Top 3 vs. rest authority gap
The organic Top 3 has an average E-E-A-T score of 58,6/100 versus 36,6/100 for the rest of the market.
80%
Market semantic coverage
The Top 3 (63,6%) covers the topic better than the organic leader itself (61,5%).
Based on real search intent for the keyword seo agency Cambridge, extracted from search data (Semrush).
1,000
Search Volume
15
Keyword Difficulty
$0.00
Avg. CPC
Google SERP vs AI Visibility: who dominates in Cambridge?
Comparison of the 9 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 | doublespark.co.uk | 84.7 | #2 | ▲ +1 | 2 | 1.8% |
| 2 | clutch.co | 61.0 | #4 | ▲ +2 | 1 | 0.9% |
| 3 | granite5.com | 57.6 | #8 | ▲ +5 | 1 | 0.9% |
| 4 | i3media.netGoogle Leader | 52.4 | #1 | ▼ -3 | 1 | 0.9% |
| 5 | thecambridgeseo.co.uk | 43.8 | #3 | ▼ -2 | — | — |
| 6 | ink-digital.co.uk | 36.7 | #7 | ▲ +1 | — | — |
| 7 | zedstudio.co.uk | 33.7 | #5 | ▼ -2 | — | — |
| 8 | designrush.com | 33.7 | #9 | ▲ +1 | — | — |
| 9 | xanthosdigital.com | 32.7 | #6 | ▼ -3 | — | — |
Δ = rank gained or lost between the Google rank and the GEO Visibility Score rank. Citations and share of voice shown come from Gemini. 5 entries (thecambridgeseo.co.uk, ink-digital.co.uk, zedstudio.co.uk, designrush.com, xanthosdigital.com) don'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 Cambridge".
| # | Domain | Citations | Share of Voice | SERP Rank |
|---|---|---|---|---|
| 1 | bwmarketingdesign.comLeader | 6 | 5.4% | Outside Top10 |
| 2 | onfolio.com | 3 | 2.7% | Outside Top10 |
| 3 | semrush.com | 3 | 2.7% | Outside Top10 |
| 4 | elit-web.com | 3 | 2.7% | Outside Top10 |
| 5 | seo-digital-marketing.com | 3 | 2.7% | Outside Top10 |
| 6 | intentrank.io | 3 | 2.7% | Outside Top10 |
| 7 | thefractionalseo.com | 2 | 1.8% | Outside Top10 |
| 8 | astoundz.com | 2 | 1.8% | Outside Top10 |
| 9 | expertise.com | 2 | 1.8% | Outside Top10 |
| 10 | freitagmarketing.com | 2 | 1.8% | Outside Top10 |
99.1% of citations come from “Corporate” sources, versus 0.9% UGC. bwmarketingdesign.com, onfolio.com, semrush.com, elit-web.com, seo-digital-marketing.com, intentrank.io, thefractionalseo.com, astoundz.com, expertise.com, freitagmarketing.com are heavily cited without appearing in the organic Top 9. That's a positioning opportunity independent of the classic Google ranking.
What AI models ask to cite an SEO Agency in Cambridge
20 sub-queries generated from the intent "seo agency Cambridge", 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 Cambridge
The topical breakdown of pages in the corpus reveals where competition concentrates and the angle to break through.
44.4%
Discussing business and working together
Driven by the organic leader and the domain most cited by AI (i3media.net, doublespark.co.uk, zedstudio.co.uk…).
55.6%
SEO, digital marketing, and strategy
Driven by thecambridgeseo.co.uk, clutch.co, ink-digital.co.uk….
4,699 differentiator terms, only 301 consensus terms
The market is far from exhausting its distinctive vocabulary, but maturity (22.9%) and lexical diversity (6.1%) remain low.
19.9%
Entry Barrier
22.9%
Market Maturity
6.1%
Lexical Diversity
71.1%
Leader Distinctiveness
Consensus terms (301)
Differentiator terms (4,699)
Recommendations to improve AI search visibility for SEO Agency in Cambridge in AEO/GEO
Write self-contained passages of 100-174 words to maximize LLM citability.
Entity density at 31.71/1000 words, above the optimal range (15-20) — reduce to avoid stuffing.
The category 'Entity' 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 Cambridge?
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 16, 2026 · Corpus of 9 pages · 20 sub-queries analyzed
GeoCitation, the AI search visibility observatory.