Is your brand on
AI's shortlist?
Seenfact helps global software teams keep an eye on AI search. Every day we sample your buyers' questions in ChatGPT Search and Google AI Mode, so you can see where you're missing and why competitors get recommended.
What are the best OpenRouter alternatives?
1. Portkey — an AI gateway focused on observability.
2. Router One — one endpoint, WeChat Pay and Alipay billing.
3. LiteLLM — an open-source proxy you can self-host.
From buyer questions to next week's to-do list
Fixed questions, real surfaces and traceable evidence: three steps that turn AI search into work you can schedule.
Lock in the questions buyers really ask
We draft candidates from your website and sales FAQs. You confirm them and they become a fixed question set.
- Candidates drafted from your site and sales FAQs
- Grouped by category, comparison and use case
- Confirmed by you; every edit becomes a new version
Change a single word and it becomes a new version, so trends never mix.
Sampled daily on the real surfaces
We read the answers your buyers actually see, not a model API.
- ChatGPT Search and Google AI Mode
- Fixed market and language, sampled on schedule
- Answers, citations and search queries all archived
Evidence first, then tasks
Every opportunity comes with the original answer, so your team can claim it and review it.
- Questions where competitors appear and you don't
- Third-party pages that only cover competitors
- Surfaces that have never cited your site
Why you can trust these numbers
We'd rather say "we don't know yet" than give you a polished score with no traceable source.
Real surfaces, not model APIs
We capture what users actually see in ChatGPT Search and AI Mode. Questions go out word for word.
Missing means missing
Failed collections are counted separately: never as "not mentioned", and never patched with an older answer.
Questions that name your brand don't count
"Is Acme any good?" will mention you by construction. We use those to check facts, not to inflate visibility.
Intervals for small samples
Two mentions in five answers is 40% (12–77%), not "up 15%".
One plan. Scan for free first.
Run a free scan of 5 questions and see your real results before you decide.
Monitoring plan
$99/ month
- Brand
- 1
- Competitors
- 3
- Monitored questions
- 50
- AI surfaces
- ChatGPT Search, Google AI Mode
- Target market
- 1 country and language
- Sampling
- Daily, every answer archived
- Report
- Weekly report
A free scan needs only your email
Frequently asked questions
How is this different from the AI visibility in SEO tools?
We do one thing: archive AI answers as evidence and analyze them. It comes with a Chinese interface and weekly reports, built for Chinese software teams going global.
Do you use model APIs?
No. We capture the real answers from ChatGPT Search and Google AI Mode.
How soon will I see the first results?
Once you confirm your questions we run a baseline right away. Results usually arrive within 10 minutes.
Do I need to add a card first?
No. A free scan only needs your email, and you pay only when you decide to subscribe.
See what AI says
about you today
5 questions, 2 AI surfaces, results in minutes.
Scan for free