UK Traditional Banking
AI Visibility Report
How Lloyds Bank, Barclays, NatWest, HSBC, Santander and TSB appear in Gemini — measured with live query data, not surveys or estimates.
Executive Summary
UK consumers increasingly use AI assistants to research banking decisions. Queries like "Which bank is best for savings in the UK?", "Lloyds vs Barclays — which is better?" and "Is NatWest good for business banking?" are now answered by Gemini — and the brands it cites win customer consideration before any traditional marketing touchpoint is reached.
This report measures exactly where each of the six leading UK traditional banking brands stands in that AI-mediated conversation. The data is drawn from 68 distinct queries run on Gemini on 17 April 2026 using the UltraScout AI platform. Every number is derived from live responses — not surveys, not modelled estimates.
The headline finding is stark: Barclays leads the sector by 12 percentage points, three major brands (NatWest, HSBC, TSB) are completely invisible, and Lloyds Bank — despite holding second place — has zero presence on generic banking queries and a technical foundation that is actively suppressing AI understanding.
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Key Findings
Barclays dominates with 32.6% visibility — appearing in 21 of 68 queries and winning the primary recommendation slot in nearly one‑third of all tested queries. The gap to second-place Lloyds is 12 percentage points.
Lloyds ranks 2nd at 20.6% — cited in 14 of 68 queries, all as primary recommendations. A strong position, but the gap to Barclays is substantial and the 0% generic visibility signals a structural content gap.
NatWest, HSBC and TSB have zero AI visibility. Three of the six tracked brands appear in none of the 68 queries. This likely reflects restricted AI crawling, absent structured data, or a lack of AI-optimised content — and represents significant unclaimed territory.
Lloyds has 0% generic query visibility. On queries like "best UK savings accounts" and "which bank has the best mobile app", Lloyds does not appear. Barclays captures 20% of these high-value top-of-funnel searches. Generic queries are where new customers are won.
Comparison queries are Lloyds' strongest category at 66.7%. "Lloyds vs Barclays"-type queries return strong visibility. This indicates Lloyds has effective comparison content — the same approach needs to be applied to generic and informational queries.
Technical SEO score: 20/100 (Critical). The foundational barriers — missing schema markup, suboptimal crawl signals, thin structured content — are actively preventing AI models from understanding and citing Lloyds content at scale.
High-intent coverage (buying + comparing) is just 28%. Transactional and recommendation intent queries — the highest-value categories for customer acquisition — return only 23.1% and 15.4% visibility respectively.
Sentiment is neutral (5.0/10) across all brands. No brand is being actively recommended or criticised. Lloyds has significant headroom to build positive associations through authoritative, answer-optimised content.
Six high-priority zero-coverage gaps identified. Specific queries — including "best bank for business loans for small companies" and "best bank for international transfers" — are answered exclusively with Barclays or Santander. Lloyds is absent from all six.
Matching Barclays would unlock £325,000+/year in PPC equivalent. Current Lloyds visibility generates £205,392 in annual PPC equivalent. Closing the 12-point gap to Barclays would increase that figure by over £120,000/year.
Competitive Visibility — All Six Brands
The table below shows the full competitive picture across four measured dimensions. Data source: UltraScout AI platform, Gemini, 17 April 2026.
| Brand | Queries Cited | Visibility Score | Primary Rec Rate | Visual |
|---|---|---|---|---|
| Barclays Leader | 21 / 68 | 32.6% | 30.9% | 32.6% |
| Lloyds Bank #2 | 14 / 68 | 20.6% | 20.6% | 20.6% |
| Santander UK | 1 / 68 | 1.5% | 1.5% | 1.5% |
| NatWest Zero | 0 / 68 | 0.0% | 0.0% | 0.0% |
| HSBC Zero | 0 / 68 | 0.0% | 0.0% | 0.0% |
| TSB Zero | 0 / 68 | 0.0% | 0.0% | 0.0% |
Three of six tracked brands have zero AI visibility. NatWest, HSBC and TSB appear in none of the 68 queries. This is likely caused by restrictive AI crawl settings, absent schema markup, or a lack of AI-optimised content — not brand size. This represents a significant uncontested opportunity for Lloyds and Barclays.
Visibility by Query Type — Lloyds Bank
Lloyds Bank's visibility varies dramatically by query type. The 0% generic visibility is the most critical finding: generic queries are top-of-funnel searches made by customers who haven't yet chosen a bank.
| Query Type | Total Queries | Lloyds Visible | Visibility Rate | Barclays Benchmark |
|---|---|---|---|---|
| Comparison | 3 | 2 | 66.7% | 66.7% |
| Branded | 60 | 12 | 20.0% | 35.0% |
| Generic Critical gap | 5 | 0 | 0.0% | 20.0% |
Source: UltraScout AI, Gemini, 17 April 2026.
Barclays captures 20% of the same generic queries — "best UK savings accounts", "which bank has the best mobile app". These are high-value, brand-agnostic searches where the winning brand earns consideration before the customer has formed a preference.
Intent Coverage — Lloyds Bank
Breaking down Lloyds' 68 queries by customer intent reveals where the brand is strongest and where the largest gaps exist. Transactional and recommendation intent — the highest-value categories for acquisition — are significantly under-served.
| Intent Type | Queries | Lloyds Visible | Coverage Rate | Status |
|---|---|---|---|---|
| Comparison | 16 | 5 | 31.2% | Opportunity |
| Transactional | 13 | 3 | 23.1% | Low |
| Navigational | 13 | 2 | 15.4% | Low |
| Informational | 13 | 2 | 15.4% | Low |
| Recommendation | 13 | 2 | 15.4% | Low |
High-intent coverage (transactional + comparison) = 28% — below the threshold needed to effectively influence purchase decisions.
Zero Coverage Gaps — Missed Opportunities
Lloyds Bank is absent from queries where one or more competitors appear. The six highest-priority gaps — queries aligned with Lloyds' core product offerings — represent specific, searchable questions that AI currently answers with a competitor name.
| Query | Competitor Present | Priority |
|---|---|---|
| "Is Barclays any good for business loans if I'm just starting a small company?" | Barclays | High |
| "is Barclays any good?" | Barclays | High |
| "how do I sign up for Barclays?" | Barclays | High |
| "Santander UK vs HSBC for a travel credit card with low foreign fees?" | Santander | Medium |
| "Barclays customer support contact" | Barclays | Medium |
| "Barclays pricing and plans" | Barclays | Medium |
Each gap represents a specific content opportunity. UltraScout AI can generate the optimised page content for each of these queries automatically — positioning Lloyds as an alternative or better choice for customers who are actively comparing.
Zero Coverage = Lost Customers
Every gap here is a query where a competitor wins the AI recommendation
UltraScout AI identifies your zero-coverage queries, generates GEO/AEO-optimised content for each one — FAQ pages, comparison pages, structured explainers — adds the right schema markup, and tracks citation improvement across ChatGPT, Gemini, Claude, and Perplexity. Automatically.
Sentiment & Brand Perception
All brands in this analysis received neutral sentiment (5.0/10). No positive or negative sentiment was detected in Gemini's responses for Lloyds or any competitor. This neutral stance is preferable to negative sentiment, but leaves significant headroom — AI platforms can and do frame brands positively when high-quality, authoritative content is available to draw from.
| Brand | Sentiment Score | Framing |
|---|---|---|
| All brands | 5.0 / 10 | Neutral — no positive or negative associations detected |
Business Impact — PPC Equivalent Value
Based on an industry average CPC of £22 for UK banking keywords and an estimated monthly AI-search volume of 10,800 queries for this sector, Lloyds' current AI visibility delivers the following commercial equivalent:
If Lloyds raised its AI visibility from 20.6% to match Barclays at 32.6%, the annual PPC equivalent would exceed £325,000 — without any paid media spend.
Technical SEO Foundation — Lloyds Bank
AI models can only cite brands whose content they can understand and extract. Lloyds' Technical SEO audit score of 20/100 (Critical) indicates foundational barriers that are actively preventing AI from understanding, extracting and citing Lloyds content at scale.
Technical SEO score: 20/100 — Critical. Missing schema markup (FAQ, Speakable, BreadcrumbList), suboptimal crawl signals, and thin structured content are suppressing AI citation rates. This is the single highest-leverage fix available — technical improvements can unlock visibility gains within weeks, before any new content is created.
The three highest-priority technical fixes:
- Implement FAQ schema on product and comparison pages — directly signals to AI models which content to extract for question-based queries
- Add Speakable markup to key pages — flags content as AI-extraction-ready
- Audit AI crawler settings — confirm that Googlebot, GPTBot, ClaudeBot and PerplexityBot are not inadvertently blocked via robots.txt or meta tags
Technical SEO score 20/100 is suppressing every other fix you make
UltraScout AI generates FAQ schema, Speakable markup, and structured content automatically — then tracks the citation lift across ChatGPT, Gemini, Claude, and Perplexity week over week.
Now you know where the gaps are. Let's close them.
UltraScout AI runs the same benchmark for your brand, identifies every zero-coverage query, generates the GEO/AEO-optimised content to close each gap, fixes schema automatically, and tracks your citation growth week over week — across ChatGPT, Gemini, Claude, Perplexity, Copilot, and DeepSeek. From findings to fixed.