How to understand aVtonomus recommendations
Do not start with tables and numbers. Start with what aVtonomus suggests doing.
What we found
People look for a concrete service
Why it matters
The site has no page for it
What to do
Add a page and a clear next step
What a useful recommendation contains
What we found
The opportunity or problem itself. For example: people already search for one of your products on its own.
What it means for you
Why the finding deserves attention at all.
What to do
One main action.
What it can give
The most important part. It answers: why should I do this?
Why we decided this
Evidence: demand, competitors, other available signals, and facts about your business.
What confidence means
- High: the evidence is strong and there are few important unknowns.
- Medium: the idea looks reasonable, but the decision depends on extra information.
- Low: this is a hypothesis that is better to test first.
What we found
People look for a concrete service
Why it matters
The site has no page for it
What to do
Add a page and a clear next step
Opportunity
There is already interest in a specific product.
Now
A weak result would say: “Volume: 60. Create a URL.”
What to do
A useful result: make the offer easier to find for people who already want that product.
If the recommendation feels off
01
If aVtonomus asks a question
Answer it. One business fact can matter more than another thousand queries.
02
If the recommendation does not fit
Say so. For example: “We do not want to grow this line.” The system should follow the real business.
Common questions
Where should I start in the result?
With what it suggests doing. Numbers are evidence, not the first page.
What if confidence is medium or low?
Clarify the unknown or test the hypothesis first. Do not treat a guess as a fact.
Want to see this on your own data?
The first analysis shows a few important recommendations, not a huge table.