Understand
AI visibility assistant
Ask in plain language and get an answer built from your own scan data: your fixes, your citation gaps, your plan, or a ready-to-send outreach draft.
- Reads your scans, fixes, gaps, and reports
- Answers built from your own data
- Answers in seconds, by typing or voice
What should I fix first?
From your last scan
Your highest-severity open fix targets “best HR software for a 50-person startup”, where BambooHR wins on two of three engines. The supporting gap is Capterra, which cites four competitors and not you.
The problem
The answer is in your workspace. Finding it should not take a report.
Most questions about AI visibility are simple: what am I losing, what changed, what do I fix first. The assistant reads your own scan data through eleven defined tools and answers with your numbers — or drafts the outreach you ask for. Publishing and sending always stay with you.
workspace tools the assistant reads to answer from your data
Source: watchLLMs productHow it works
- 01
Ask in plain language
Type or dictate a question. There is no query syntax and no report builder to learn first.
- 02
It reads your workspace
The assistant pulls from your scans, fixes, tasks, citations, audit, geo results, analytics, reports, and brand facts.
- 03
Act on the answer
Ask for outreach to a cited site and get a subject, a body, and a paste-ready brand blurb.
Inside the product
What you get
Plain-language questions
No query syntax and no report builder — ask the way you would ask a colleague.
Reads eleven tools
Scans, fixes, tasks, citations, audit, geo, analytics, reports, and brand facts are all in reach.
Outreach on request
Ask for outreach to a cited site and get a subject, a body, and a paste-ready brand blurb.
Voice input
Dictate a question in the composer instead of typing it.
Traceable answers
Every answer is built from your workspace through defined tools, so it traces back to your data.
What makes it trustworthy
Your data, not the open web
Answers are built from your own scan results, so they are specific to your brand rather than generic advice.
Reads everything, drafts one thing
Eleven tools read your workspace and one writes an outreach draft. Publishing and sending stay yours.
Voice input
Dictate a question in the composer instead of typing it.
Your buyers already ask these three engines. The only question is whose name comes back.
900M
monthly active app users
Plus AI answers inside Google Search itself, in front of every searcher.
Momentic, 2026245M
monthly active users
Its share of AI referrals to B2B sites jumped from 1.4% to 18.5% in eight months.
Stackmatix, 2026Example walkthrough
How it plays out
- 01 · Before
“What should I fix first?” would normally mean exporting three reports and a spreadsheet.
- 02 · The move
The assistant read the latest scan and answered: the highest-severity open fix, the prompt, the competitor, and the supporting gap.
- 03 · After
The follow-up — “draft outreach to that site” — produced a reviewed email in the same conversation.
An illustrative example using the sample Vellum HR workspace.
Works with
Questions
- What can I ask it?
- Questions like what are my fixes, where are the citation gaps, what changed this month, or draft outreach to g2.com.
- Does it fix things for me?
- No. It reads your data and writes drafts. Publishing a fix and sending an email stay your decisions.
- Does it make things up?
- It answers from your workspace through defined tools rather than from open-web recall, so an answer traces back to your data.
- Is voice input required?
- No. It is an option in the composer. Typing works exactly the same way.
The brands AI trusts today are the defaults it cites for years.
Find the prompts where AI sends your buyers to a rival, and close the gap before the answer sets.
No credit card.