Companies now pay for four or five AI tools (ChatGPT, Claude, Copilot, and more) but can't answer the basics: what are we spending, who's using it, and which seats sit idle? DepthData connects every AI tool into one audit ready view of spend and adoption. What makes it different: every number is labeled by how it's verified, we never read prompts, and we show exactly what each vendor's API can and can't expose. The trusted system of record for your company's AI spend.
Hey everyone, Ali here 👋
I'm a product designer, and over the past year I kept noticing the same thing: companies are buying more and more AI tools, but nobody actually knows what they're spending across all of them or who's really using what. The answer usually means logging into five different admin consoles and cobbling together a spreadsheet, and even then you're mostly guessing.
So I built DepthData to pull all of it into one clear, audit ready view of AI spend and adoption.
The part I care most about: I made a hard rule that we never show a number we can't actually verify from the tool's own API. Every figure is labeled by how we know it, and we never read prompts, only metadata like usage and seats. I got tired of dashboards that look confident but fall apart the moment you ask "where did this number come from?" I wanted the opposite.
It's early and I'm building it mostly solo, so I'd genuinely love your honest feedback. What would make this actually useful for your team? What am I missing? Happy to answer anything.
About DepthData on Product Hunt
“The system of record for your company's AI spend.”
DepthData launched on Product Hunt on July 31st, 2026 and earned 136 upvotes and 14 comments, placing #5 on the daily leaderboard. Companies now pay for four or five AI tools (ChatGPT, Claude, Copilot, and more) but can't answer the basics: what are we spending, who's using it, and which seats sit idle? DepthData connects every AI tool into one audit ready view of spend and adoption. What makes it different: every number is labeled by how it's verified, we never read prompts, and we show exactly what each vendor's API can and can't expose. The trusted system of record for your company's AI spend.
On the analytics side, DepthData competes within Analytics, SaaS and Artificial Intelligence — topics that collectively have 691.4k followers on Product Hunt. The dashboard above tracks how DepthData performed against the three products that launched closest to it on the same day.
Who hunted DepthData?
DepthData was hunted by Ali Uyanik. 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.
For a complete overview of DepthData including community comment highlights and product details, visit the product overview.
Ali Uyanik