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AI Visibility Audit & SEO Reports

Browse our complete collection of AI crawler visibility audit reports and SEO performance analysis. Real data from actual brand analysis across AI platforms.

Industry AI Visibility Audits

Financial Services

HSBC UK AI Visibility Audit

Traditional Banking
36%
Share of Voice
30
Queries
8
Gaps

Full AI visibility analysis of HSBC UK across ChatGPT, Gemini, Claude, and Perplexity.

Monzo vs Starling Bank

Digital Banking
58.3%
Monzo SOV
30
Queries
0
Gaps

Head-to-head AI visibility comparison between leading digital banks.

Lloyds Bank AI Visibility

Retail Banking
28%
Share of Voice
30
Queries
12
Gaps

January 2026 audit of Lloyds Bank's AI search visibility with competitor analysis.

NatWest AI Visibility Report

Banking & Finance
24%
Share of Voice
30
Queries
9
Gaps

January 2026 analysis of NatWest's AI visibility across financial queries.

Revolut vs Competitors

FinTech Banking
28.6%
Revolut SOV
51
Queries
3
Gaps

360° AI visibility analysis comparing Revolut against Starling, Monzo, and Monese across Google Gemini.

Retail

Sainsbury's vs Competitors

Grocery & General Merchandise
19.2%
Sainsbury's SOV
51
Queries
4
Brands

360° AI visibility analysis comparing Sainsbury's against The Co-operative Group, Waitrose & Partners, and Tesco PLC.

Costa Coffee AI Visibility

Coffee Chains
62.5%
Share of Voice
30
Queries
1
Gaps

Market leader analysis vs Starbucks & Pret with 83.3% AI visibility.

John Lewis Partnership vs Competitors

Retail • 9-Brand Analysis
4.2%
John Lewis SOV
101
Queries
26
Gaps

360° AI visibility analysis comparing John Lewis Partnership against Marks & Spencer, ASOS, Sainsbury's, Tesco, and more.

Retail Sector Analysis

Coming Soon

Additional AI visibility audits for major UK retailers. Reports in progress.

Healthcare

BUPA Healthcare AI Audit

Private Medical
65.4%
Share of Voice
30
Queries
4
Gaps

Dominant #1 position analysis in private healthcare with competitor comparison.

Travel

Avanti West Coast Rail

Rail Transport
58.1%
Share of Voice
30
Queries
3
Gaps

#1 position in London-Scotland routes with 70% first-place rate in AI responses.

Energy

Octopus Energy vs Competitors

Energy & Utilities Sector
8.3%
Octopus SOV
121
Queries
6
Gaps

360° AI visibility analysis comparing Octopus Energy against 10 major competitors across the UK energy market.

Energy Sector AI Visibility

Utilities & Energy Providers

Additional AI visibility analysis for energy providers and utility companies.

Insurance

Admiral Group plc vs Competitors

Insurance • 9-Brand Analysis
27.3%
RAC Leads
101
Queries
6
Gaps

Multi-brand AI visibility analysis comparing Admiral Group plc against 8 major insurance competitors.

Legal & General vs Competitors

Insurance • 7-Brand Analysis
9.3%
Share of Voice
81
Queries
13
Gaps

360° AI visibility analysis comparing Legal & General against Bupa, Allianz UK, Prudential, Aviva, AXA Health, and Direct Line Group.

Insurance Sector AI Audit

Insurance Providers

AI visibility analysis for insurance companies across health, car, home insurance.

Food & Beverage

Costa Coffee AI Visibility

Coffee Chains
62.5%
Share of Voice
30
Queries
1
Gaps

Market leader analysis vs Starbucks & Pret with 83.3% AI visibility.

Telecommunications

Virgin Media O2 vs Competitors

Broadband & Mobile • 3-Brand Analysis
3.7%
Virgin SOV
38
Queries
3
Brands

360° AI visibility analysis comparing Virgin Media O2 against Vodafone UK and BT Group plc across Google Gemini.

Virgin Media Mobile vs Competitors

Mobile Networks • 5-Brand Analysis
2.1%
Virgin SOV
42
Queries
5
Brands

Head-to-head AI visibility analysis of Virgin Media Mobile vs EE, Vodafone, O2, and Three UK across ChatGPT, Gemini & Claude.

Telecom Sector AI Visibility

Mobile & Broadband Providers

Additional AI visibility analysis for telecom operators, mobile networks, and broadband providers.

Transport

LNER vs Competitors

Rail Travel • 4-Brand Analysis
27.3%
LNER Leads
48
Queries
3
Gaps

360° AI visibility analysis comparing LNER against Avanti West Coast, CrossCountry, and TransPennine Express across Google Gemini. LNER leads with 27.3% Share of Voice.

British Airways vs Competitors

Airlines • 8-Brand Analysis
20.9%
BA Share of Voice
91
Queries
20
Gaps

Multi-brand AI visibility analysis comparing British Airways against 7 major airline competitors across global routes.

Avanti West Coast Rail

Rail Transport
58.1%
Share of Voice
30
Queries
3
Gaps

#1 position in London-Scotland routes with 70% first-place rate in AI responses.

Transport Sector Analysis

Logistics & Transport

AI visibility for transport companies, logistics, and delivery services.

Pharmaceutical

Pharmaceutical AI Visibility

Healthcare & Pharma

AI visibility analysis for pharmaceutical companies and healthcare providers.

Environmental & Ecology

EcoQuant vs Competitors

Environmental Technology • 4-Brand Analysis
54.6%
ERM Leads
46
Queries
16
Gaps

360° AI visibility analysis comparing EcoQuant against Jacobs, AECOM, and ERM across Google Gemini. ERM leads with 54.6% Share of Voice.

Environmental Sector Analysis

Coming Soon

Additional AI visibility audits for environmental consulting and technology firms. Reports in progress.

Competitor Comparison Reports

Head-to-head AI visibility analysis between competing brands:

Revolut vs FinTech Competitors

FinTech Banking • 4-Brand Analysis
4
Brands
28.6%
Revolut SOV
51
Queries

Complete AI visibility comparison of Revolut vs Starling, Monzo, and Monese with gap analysis.

Monzo vs Starling Bank

Digital Banking • 2-Brand Comparison
58.3%
Monzo SOV
41.7%
Starling SOV
4
Key Gaps

Direct comparison of AI visibility between UK's top digital banks with complete gap analysis.

HSBC vs UK Banking Competitors

Traditional Banking • Multi-Brand
4+
Competitors
36%
HSBC SOV
8
Gaps Found

HSBC's AI visibility compared against Lloyds, Barclays, NatWest, and Santander.

UK Financial Sector AI Visibility

Sector-Wide • January 2026
10+
Banks Analyzed
Full
Sector Trends
30+
Key Queries

Complete UK financial sector AI visibility analysis across traditional and digital banks.

Structured Data vs Natural Language

Methodology Comparison
2
Methods
Full
Analysis
Results
Compared

Comparison of structured data vs natural language approaches for AI visibility optimization.

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