This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
ClariLayer is a context layer that connects with any AI you use day to day, so you have durable context about you data, metrics, analysis, etc. The context is durable, cross-sessions and cross-tools, so you will never need to re-explain your data.
Hi everyone! This is Kyle, founder of ClariLayer.
I used to work in data-driven companies like Databricks and Cloudflare. I lived the problem of constantly changing metric definition, poorly maintained documentation, countless data schema issues, etc.
So I left Databricks last year to build a product to solve this problem. I already have real users using ClariLayer for:
- Sales Operations in unicorn startup
- Public infrastructure software development
- Data pipeline management on Databricks and Snowflake
- CRM context management
and so on!
It is completely free for individuals. Under 5 minutes, you can connect it to your AI over MCP, bootstrap context from your existing projects, and start feeling the benefits it brings to your next AI session!
Keen to hear more feedback from the community here!
@kylehui The idea of persistent AI context is really interesting. How does ClariLayer handle conflicting or outdated context when your data changes over time
About ClariLayer on Product Hunt
“AI context layer for analysts”
ClariLayer was submitted on Product Hunt and earned 25 upvotes and 3 comments, placing #20 on the daily leaderboard. ClariLayer is a context layer that connects with any AI you use day to day, so you have durable context about you data, metrics, analysis, etc. The context is durable, cross-sessions and cross-tools, so you will never need to re-explain your data.
ClariLayer was featured in Analytics (173.1k followers), Artificial Intelligence (475.6k followers) and Data & Analytics (5.8k followers) on Product Hunt. Together, these topics include over 132.1k products, making this a competitive space to launch in.
Who hunted ClariLayer?
ClariLayer was hunted by Kyle Hui. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how ClariLayer stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Kyle Hui