Generative Engine Optimization

Does AI recommend you
to your next customers?

Vectra currently measures your brand with gpt-5.4, using real prospect questions from your industry. Each result shows the model and measurement date; Additional models will be added.

Measured withgpt-5.4Model + date shown
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One of these brands is in the answer.
The other one is not.

Both were measured the same way, with gpt-5.4, days apart. Neutral questions from their own sector, never naming the brand. Below is what the model actually replied.

Not namedgpt-5.4 · 31 August 2026
What are the best local SEO agencies for a small business?
1Victorious
2WebFX
3Straight North
·Digital Neighbor — not mentioned
Eight agencies were named. This one was not.
Digital Neighbor · 0/100 · read the stored answers
Named firstgpt-5.4 · 1 September 2026
What is the best online payment infrastructure for developers?
1Stripe
2Adyen
3Braintree
Named first, in the answer the buyer reads.
Stripe · 83/100 · read the stored answers

Three steps to know
where you stand in AI

We query gpt-5.4 with real prospect questions from your industry and measure exactly how often — and how well — your brand comes up.

01

We query the model

We submit real prospect-style queries from your industry to gpt-5.4 — the exact questions your customers are asking.

e.g. "best B2B neobank", "alternatives to Stripe"
02

We measure mentions, rank, sentiment

For each response: is your brand cited? In what position? With what sentiment? Against which competitors? We track everything precisely.

Coverage · Rank · Tone · Context
03

You get a score + action plan

A 0–100 GEO score, prompt-level evidence, and prioritized actions to improve how AI answers represent your brand.

Score · Competitor benchmark · Recommendations

What your report looks like

Based on a real audit conducted in July 2026 on the B2B neobanking sector.

GEO AUDIT · VEC-2026-07 · B2B NEOBANKINGConducted July 22, 2026 — model: gpt-5.4. Additional models will be added.
Qonto
B2B Neobank
72/100
Global GEO Score
Good
Above sector average (64)
Evidence from gpt-5.4
Mention rate
8/10
Avg. score
72/100
Competitor gap
Revolut
Traceability
10/10
#2
Qonto
vs
#1
Revolut
vs
#3
N26
Sentiment analysis
Positive
72%
Neutral
18%
Negative
10%
gpt-5.4 · Query: "best neobank for freelancers?"

“Qonto is highly regarded among freelancers and SMEs for its ease of use and accounting integration. Revolut Business offers similar features with stronger international reach.”

Opportunity identified

Qonto is rarely cited for queries about advanced accounting integrations (Pennylane, FEC). Revolut captures 40% of those mentions. Targeted content recommended.

Real data · measured with gpt-5.4 on July 22, 2026. AI responses vary — scores are measured trends, not absolute truths.
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Three ways to measure
your AI visibility

Start free, go deep when you're ready.

Free
€0

Free check

Get a quick snapshot of your brand's AI visibility. We run the check and email you results.

  • GEO score out of 100
  • Model and measurement date shown
  • Rank in your category
  • One thing to fix first
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Monthly
€49/mo

Monitoring

Your GEO score refreshed every month, with alerts when a competitor pulls ahead.

  • Everything in full audit +
  • Monthly score refresh
  • Competitor movement alerts
  • Monthly trend report
  • Online dashboard access
  • Dedicated email support
Coming soon — join the waitlist

Full audit available now · Monitoring coming soon.

A methodology that's
traceable and honest

Every Vectra score is grounded in actual AI responses — real queries, real models, real timestamps. No fabricated data.

Real queries, real models

Every claim in a Vectra report traces back to an actual gpt-5.4 response, at a precise date and model version. No estimates, no fabricated data.

Model + timestamp always included

AI responses vary — we say so

Vectra scores are measured trends across dozens of queries, not absolute truths. The same question can yield different answers depending on time and context.

Scores = trends, not absolute truths

Honest competitive benchmark

We compare your brand to competitors actually cited by the AIs — not a marketing list. Rankings reflect observed responses, with full context.

Raw data available on request

Reproducible and comparable

GEO is not static: AI models evolve and so does your web content. Each Vectra audit can be reproduced and compared over time so you can measure progress.

Baseline established at each audit
Methodology note

Vectra currently queries gpt-5.4 with a standardized set of prompts calibrated by industry sector. Each audit session is timestamped and archived for full traceability, and every deliverable shows the model name and measurement date. Scores are calculated based on mention frequency, position in the response, and NLP-based sentiment analysis. Additional models will be added.

Find out where AI ranks your brand today.

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