AI search is now a buying channel
Your buyers ask AI.
Does it say your name?
Moss Agents asks the engines your buyers actually use and shows you exactly where you are missing — then hands you the files and pages to fix it. Not another dashboard that tells you you have a problem.
Free, no signup. We crawl your site for context and use the offline demo engine, so the first report costs you nothing.
Built for every engine your buyers ask
10 engines answer buyer questions today, in English and in Chinese. Nothing we hand you is engine-specific: crawler access, structured data and the pages engines quote are read by all of them. Fix it once, and every engine can find you.
One answer
AI engines return a single recommendation list. If you are not on it, you were not considered — there is no page two.
Third-party sources
Models cite review sites, Reddit threads and listicles. Your own homepage is often not among them.
Silent loss
Your rankings can be flat while AI answers quietly redirect demand to competitors. Standard SEO tools will not show it.
Measure. Fix. Prove it moved.
Three steps, and the third one is the reason people keep paying.
01
Measure
We turn your site into a set of real buying questions, ask every configured engine, and detect whether you are named — plus the position you appear in and who beat you.
02
Fix
For every miss you get a concrete artifact: a file to publish, markup to add, or a page to write with a full outline. Copy it, ship it, move on.
03
Re-measure
Daily scans track your visibility score, share of voice and rank position over time, so you can see whether the work actually changed the answer.
What lands in your report
Every item below is generated from evidence in your own scan — not a generic checklist.
llms.txt
A ready-to-publish file that tells AI crawlers which pages describe you. Most of your competitors do not have one.
robots.txt for AI crawlers
We check whether GPTBot, ClaudeBot, PerplexityBot or DeepSeekBot are blocked. If they are, nothing else you do can work.
JSON-LD structured data
Organization and WebSite markup so engines can tell your brand, your domain and your description are the same entity.
Content briefs
For every buying question you are missing from: the page type, the outline, the entities to name, the schema to add.
Comparison page plan
Answer engines lean on "X vs Y" and "best X" pages. If you do not own yours, a third party owns the answer about you.
Placement targets
The exact domains the engines cited instead of you — with what to do to get listed on each one.
Pricing
Compare with tools charging per engine. Start free, upgrade when the free report tells you something you did not know.
Free
See where you stand in AI answers
$0/mo
- One-time visibility report
- 6 tracked buyer questions
- Each question asked 3× — a mention rate, not one lucky draw
- Top 2 fix recommendations
Starter
Catch up before your competitors do
$10/mo
7-day free trial
or $100/year — save 17%
- The full 20-question buyer set
- Fixes that work on every engine
- 3 competitor benchmarks
- Daily monitoring and history
- Alerts when a rival overtakes you
- Every fix artifact
Pro
Most popularFor teams actively fixing their AI visibility
$40/mo
7-day free trial
or $400/year — save 17%
- 40 tracked questions — 20 of them pulled from your own pages
- Every AI engine we support — including Chinese models
- 3 brands monitored daily
- 5 competitor benchmarks
- Alerts when a rival overtakes you
- Share-of-voice trends
- Content briefs and comparison-page plans
Advanced
White-label reporting for client work
$120/mo
7-day free trial
or $1200/year — save 17%
- 70 tracked questions — 50 of them pulled from your own pages
- Every AI engine we support
- 10 client projects
- Up to 10 scans a day
- Alerts when a rival overtakes you
- White-label reports
- API access
Weighing us against another tool? Here is what the AI engines actually name in this category — including the tools we are up against, and the fact that we are not in that list yet.
Questions
How is this different from the other AI visibility tools?
Most tools stop at a chart that says you were mentioned 3 out of 25 times. Moss Agents also generates the artifacts that change the number: the llms.txt, the robots.txt rules, the structured data, the content briefs and the comparison-page plan.
Do you cover Chinese AI engines?
Yes. Chinese models are first-class rather than an afterthought, and Chinese-language questions are asked as written rather than translated. We do not print a coverage count, because a number on a brochure is a promise that goes stale the week a model ships. What we promise instead is the part that does not: the fixes work on all of them.
Is the free scan a trial that expires?
No. Run it, read the report, and keep it. We only ask for an account when you want monitoring, history and competitor tracking.
How often do you scan?
Paid plans scan daily per project, up to the limit of your plan. You can also trigger a scan manually whenever you ship a change.
What do I need to give you?
Just a domain. We crawl your site to work out your brand name, category and competitors — you can override any of them. If you want live engine data rather than the offline demo engine, add your own API key.
Find out what AI says about you
Takes a minute. Costs nothing. You keep the report either way.
Prefer a dedicated page? Go to the free AI visibility check