In private pilot
Buyer questions, on a schedule
You'll choose the questions buyers ask AI about your category, and the country you track; more countries are planned. Unwoven AI will send them to each engine on a schedule.
In private pilot Collection starts with Google AI Overviews and OpenAI API (research mode)
Unwoven AI features
Software for tracking how AI answers talk about your brand, or your clients', being finished for its first pilot customers.
Pilot
Being finished for the first pilot customers
Statuses checked on 28 October 2026.
In private pilot
Branded and non-branded, kept apart
Questions that name your brand will be reported apart from the ones that don't, so you can read each set on its own.
In private pilot
Four measures, for each engine
Unwoven AI will report visibility, share of voice, position and citations for each engine on its own, never added into one score.
In private pilot
Answers, with their sources
You'll be able to read each collected answer, with the sources it cited.
In private pilot
CSV download
You'll be able to download what you see on each data screen as a CSV file.
In private pilot
Competitors, side by side
You'll choose the competitors to compare and see each one's visibility next to yours over time, one engine at a time.
In private pilot
Data health
For each engine, data health will show what was collected, what is missing and how many answers each figure rests on.
In private pilot
Workspaces and brands
In private pilot
Team members, with roles
In private pilot
Client seats, limited to one brand
Later
Planned, and not built yet
These are on the roadmap. Each one moves up into the feature list once it ships.
Later
Small samples and normal swings, labelled
Figures that rest on few answers will be labelled as small samples, and day-to-day variation that is normal for AI answers will be marked as such.
Later
Reports and alerts
Scheduled reports, and alerts by email, Slack or Teams.
Later
Client portal
A client portal for agencies and their clients.
Later
Search Console next to AI answers
Your Search Console performance beside the AI answers that cite the same pages, with their different definitions kept apart.
Later
Site audits joined to cited pages
Audits of your site, joined to the pages AI answers cite.
Later
Fix workflow and recheck
A workflow for the fixes, and a recheck after the fix.
Later
AI assistant
An AI assistant inside your workspace.
Later
Branded reports and a client portal
Engines
Where the answers come from
Collection starts with Google AI Overviews and OpenAI API (research mode).
A source is listed as covered only after its live qualification is accepted. An internal test run in Australia took place on 21 October 2026; none has been accepted yet, and no collection has run for a customer.
More engines are planned.
Answers collected through OpenAI's official API are labelled "OpenAI API (research mode)", so they are never mistaken for answers from the consumer chat app.
The software will work from a set list of questions and won't see what real people type.
How the numbers are kept
Three rules the numbers follow
Unwoven AI records its numbers under these rules.
Engines stay separate
Each engine is kept on its own. Results are never pooled into one blended score.
Missing is never zero
If an answer couldn't be collected, the value is "unavailable", not 0.
Sample size recorded
Each engine's sample size is recorded with its numbers.
The audit
The software and the audit are separate
The AI visibility audit is a separate service, run by Unwoven AI.
We run buyer questions for your category, review your site by hand and give you a ranked list of what to fix first, with one recheck booked when you buy.
Frequently asked questions
- What do the statuses mean?
- In private pilot means the feature is being finished for the first pilot customers. Later means it is on the roadmap and not built yet. Each Later item moves up into the feature list once it ships.
- Are results from different engines added together?
- No. Visibility, share of voice, position and citations will be reported for each engine on its own. Results are never pooled into one blended score.
- Can I download the data?
- You'll be able to download what you see on each data screen as a CSV file.
- Is there a price yet?
- Not yet. Prices will be published on this site once they are set.
- How do I join the pilot?
- Use Join the pilot. It opens an email to us with the subject "Pilot request".
Join the Unwoven AI pilot
Being finished for its first pilot customers. Collection starts with Google AI Overviews and OpenAI API (research mode).