What you see
Engines, panel, period, observed answers, mentions, citations, variance and an archived raw answer with its source.
Demo · Sample audit
Read a GEO Audit before you launch your own.
An anonymised report shows what Aive delivers: engines queried, question panel, archived raw answers, mentions, citations and margin of variability. The method sits next to every figure.
Demo data · anonymised brand
What does this demo show?
This demo presents a GEO baseline report for an anonymised brand. It shows the engines and how answers were collected, the question panel, the period, observed answers, mentions, citations and variance per engine. An archived raw answer shows the cited source and the linked video moment. The values are demo data, not a customer result.
- Baseline
- A dated starting measurement, on a defined panel and set of engines, used as the reference to compare before and after.
- Repeated sampling
- Asking the same question several times to estimate how much answers vary.
- Citation rate
- Answers citing a brand URL divided by observed answers, per engine and per period.
Sample report
A report you can read line by line.
Every indicator shows its engine, its collection method and its margin of variability.
Sample report · anonymised brandGEO baseline · home appliances · UK
Demo data Period2 windows of 14 days
Panel40 questions · 3 engines
Repeated sampling5 samples per question
DateExample, undated
| Engine and method | Observed answers | Mentions | Citations | Variance |
|---|---|---|---|---|
| Engine A · provider API | 40 | 18 | 11 | ± 6 pts |
| Engine B · provider API | 40 | 15 | 7 | ± 8 pts |
| Engine C · observation | 40 | 12 | 9 | ± 9 pts |
Archived raw answer
Which quiet washing machine should I pick for a flat?
“… models tested under 48 dB, such as the X range, are often recommended [2] …”
[2]example-brand.co.uk/quiet-guide · video moment 01:12
Reading and limits
Citation rate = answers citing a brand URL ÷ observed answers, per engine and period. An API answer does not represent every user’s experience. Citation ≠ click; no causality is established without a dedicated protocol.
Reading
What you see, and where it comes from.
Demo data
Data
Anonymised brand and demo values. A real case is only published when authorised and identified as such.
Limits
Method, sample, date, engines and variability are shown: the report only measures its own scope.
What we do not guarantee
The report keeps observation, interpretation and recommendation apart.
- An answer obtained through an API does not represent every user’s experience.
- Answers vary from one sample to the next: variance is shown per engine.
- A citation is not a click; no causality is established without a dedicated protocol.
- The sample report is undated: a real audit carries the collection date and period.
- No ranking, citation or revenue is guaranteed.
Frequently asked questions
What is the difference between the free check and the GEO Audit?
The free check is an exploratory estimate of your website, with no account. The GEO Audit queries agreed engines on a defined panel, archives dated answers and documents method, coverage and confidence level.
Why show variability?
Answer engines do not always return the same answer to the same question. Aive asks each question several times and shows the observed spread, so that noise is not read as progress.
What does a real audit contain?
Dated raw answers, mentions, citations and sources, a score or indices with their formula, confidence level, competitors, priorities and a before / after measurement plan.