Free check · shareable result

Ledger is not cited by AI in your sector yet

Score 0/100 · 10/10 queries with no mention · Neobank / Fintech · 2 September 2026

Free check · Vectra · Neobank / FintechMeasured on 2 September 2026 — model: gpt-5.4
Ledger
0/100
Overall AI visibility score
Not visible
10 neutral sector queries, none of them naming the audited brand, put to one model: gpt-5.4. The panel is fixed once per sector and reused on every measurement, so two scores in the same sector are comparable.
Key metrics
Mention rate
0%
Average position
—
Share of voice
0%
Competitor benchmark
Chime
#4.47 mentions
Monzo
#3.76 mentions
Revolut
#36 mentions
N26
#3.85 mentions
SoFi
#3.34 mentions
Real excerpts from AI answers
gpt-5.4 · 2 September 2026not cited
Query: “What are the best neobanks for everyday personal banking?”

“…best-known and strongest options for many people: Best neobanks overall 1. Monzo Best for: all-around everyday banking, budgeting, ease of use Why it stands out: · Excellent app and spending insights · Instant notifications · Po…”

gpt-5.4 · 2 September 2026not cited
Query: “Which fintech apps are best for managing spending, savings, and payments?”

“…list, split by what you want to optimize: Best overall money-management apps 1. Monarch Money · Best for: full-picture budgeting, tracking spending, goals, net worth · Why it stands out: polished interface, strong account aggregation, flexible budgeti…”

gpt-5.4 · 2 September 2026not cited
Query: “What are the top digital banks compared for fees, features, and ease of use?”

“…your country, but these are strong names to know: Best overall digital banks 1. Revolut Best for: travel, multi-currency, all-in-one app Pros: · Strong foreign exchange features · Multi-currency accounts · Budgeting, cards, virtual car…”

Methodology

10 neutral sector queries, none of them naming the audited brand, put to one model: gpt-5.4. The panel is fixed once per sector and reused on every measurement, so two scores in the same sector are comparable.

Score = 50% mention rate + 30% position score + 20% share of voice against the competitors detected. Every component is computed from the stored raw answers only.

Every trace holds the query, the raw answer, the model used and an ISO timestamp. This run queries a single model; more models are added over time. No score is returned unless real model calls succeed.

AI answers vary with the time of day, the context and the model version. This score is a trend measured at one moment, not an absolute truth.

Query panel we analysed
10 queries · gpt-5.4 · 2 September 2026
  1. 01What are the best neobanks for everyday personal banking?
  2. 02Which fintech apps are best for managing spending, savings, and payments?
  3. 03What are the top digital banks compared for fees, features, and ease of use?
  4. 04Which online banking platforms have the best reviews from customers?
  5. 05How much do neobanks typically charge for accounts, cards, and international transfers?
  6. 06What are good alternatives to traditional banks for mobile-first banking?
  7. 07Which fintech banking solution would you recommend for a small business?
  8. 08What is the best digital banking option for a freelancer who invoices clients internationally?
  9. 09Which neobank is the best choice for a professional who travels often for work?
  10. 10What are the most recommended fintech banking platforms for personal and business use?
AI visibility · low awareness diagnostic
Your brand is not cited by AI yet — here is who is cited instead
Across 10 neutral queries tested in your sector, Ledger did not appear in a single AI answer. This is not an empty score — it is a precise diagnostic: here is exactly who holds your place, and why.
10/10queries with no mention of Ledger — measured data, model gpt-5.4, 2 September 2026
Who is cited instead of you (real excerpts from the model we queried)
Chime7 mentions in this query panel
Query: “What are the best neobanks for everyday personal banking?”

“…spend in multiple currencies, or want one app for lots of financial tools. 4. Chime Best for: simple everyday banking in the US Why it stands out: · No-fee-focused approach · Early direct deposit is popular · Easy-to-use app · Help…”

gpt-5.4 · 2 September 2026 · no invented data
Monzo6 mentions in this query panel
Query: “What are the best neobanks for everyday personal banking?”

“…best-known and strongest options for many people: Best neobanks overall 1. Monzo Best for: all-around everyday banking, budgeting, ease of use Why it stands out: · Excellent app and spending insights · Instant notifications · Po…”

gpt-5.4 · 2 September 2026 · no invented data
Revolut6 mentions in this query panel
Query: “What are the top digital banks compared for fees, features, and ease of use?”

“…your country, but these are strong names to know: Best overall digital banks 1. Revolut Best for: travel, multi-currency, all-in-one app Pros: · Strong foreign exchange features · Multi-currency accounts · Budgeting, cards, virtual car…”

gpt-5.4 · 2 September 2026 · no invented data
N265 mentions in this query panel
Query: “What are the best neobanks for everyday personal banking?”

“…want a simple, low-friction account for salary, bills, and card spending. 5. N26 Best for: minimalist banking and European users Why it stands out: · Clean app design · Good for everyday spending and travel · Spaces/subaccounts…”

gpt-5.4 · 2 September 2026 · no invented data
Two or three likely reasons
  • The brand is not yet part of the corpora these models were trained on, or it is cited too rarely on the web.
  • Your competitors (Chime, Monzo) already hold strong positions in these AI answers.
  • No structured web content and no third-party mentions the models can cite on their own.
How to fix it
The full audit pinpoints the three to five actions that will put Ledger into AI answers: content to publish, cited sources to earn, sector wording to sharpen. The report is produced in minutes, on a private link.
Want to go further
Full audit: 50+ queries on gpt-5.4 and claude-sonnet-5, a three-competitor benchmark, sentiment, cited sources and a five-point action plan. Produced in minutes, with a PDF.
Full audit — €39