Basedash AI Sources shows exactly what produced every answer. Open Sources to inspect the tables, definitions, charts, data sources, read-only MCP connections, and web pages the AI used—plus every query, its SQL, and a preview of returned rows. Completed work collapses into a compact “Analyzed for…” summary, while actions that change something appear as clear cards beneath the answer. Ask the question, then see the receipts.
Hey everyone, Max here from Basedash.
Today we're launching AI Sources: a direct way to verify every AI answer by seeing exactly what built it.
Open Sources beneath an answer to inspect the tables, definitions, charts, data sources, read-only MCP connections, and web pages the assistant used. Each query includes the exact SQL and a preview of the rows it returned. Once the answer is complete, the long trail of thinking collapses into a compact “Analyzed for…” summary.
Changes stay distinct from evidence. If the assistant runs a mutating query, creates a definition or automation, or updates AI context, that work appears as a clear card beneath the answer.
We use Sources to check important company answers before sharing them. Instead of reconstructing the analysis, we can inspect the same rows and SQL immediately.
The Product Hunt community gets an extra week on their trial this week. Happy to answer anything.
We’re very excited to launch this one! Let us know if you have any feedback or try it out.
About Basedash AI Sources on Product Hunt
“Trust every AI answer by seeing what built it”
Basedash AI Sources launched on Product Hunt on September 2nd, 2026 and earned 95 upvotes and 4 comments, placing #17 on the daily leaderboard. Basedash AI Sources shows exactly what produced every answer. Open Sources to inspect the tables, definitions, charts, data sources, read-only MCP connections, and web pages the AI used—plus every query, its SQL, and a preview of returned rows. Completed work collapses into a compact “Analyzed for…” summary, while actions that change something appear as clear cards beneath the answer. Ask the question, then see the receipts.
Basedash AI Sources was featured in Data & Analytics (5.8k followers) on Product Hunt. Together, these topics include over 3.8k products, making this a competitive space to launch in.
Who hunted Basedash AI Sources?
Basedash AI Sources was hunted by Max Musing. 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 Basedash AI Sources stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Max Musing