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).
Atlas turns a research brief into a decision-ready report in hours: technology landscapes, company intelligence, literature reviews, competitive analysis. Citations verified against source databases. Human sign-off at three checkpoints. Not a black box.
Hi Product Hunt, Ramy here.
During my PhD, every project started with a literature review: days screening abstracts, chasing citations that didn't quite say what people claimed. Later, working with R&D and innovation teams at some of the largest companies in the world, I saw the same bottleneck at industrial scale: six to eight weeks to build a technology landscape or company analysis before any decision could be made.
AI made writing faster. It didn't make research more trustworthy. Fluent text and verified evidence look identical on the page.
So we built Atlas by NotedSource around verification instead:
- Every journal citation is checked against PubMed, OpenAlex, and CrossRef. If an identifier doesn't resolve to a real paper, the citation is dropped.
- Clinical trials are checked against ClinicalTrials.gov, patents against the USPTO's PatentsView.
- Web claims are checked against the actual text of the page they cite. If the source doesn't say it, the sentence is deleted, even if the claim happens to be true.
- You approve the scope before research runs, the outline before writing starts, and the draft before it ships. When research can't answer a question, the report says so rather than papering over it.
The goal isn't to replace researchers. It's to remove the repetitive weeks while producing reports you'd sign your name to.
It's free to try: 4 reports a month, no credit card. My ask: run it on a topic you know deeply, because that's where verification either holds up or it doesn't. If it gets something wrong, tell me here in the comments. That's the fastest way we make it better.
Thanks for checking it out!
love that you kept human sign-off at three checkpoints front and center, basically tells me you actually thought about the black box problem instead of just throwing ai at it and hoping for the best
About Atlas on Product Hunt
“Verified research reports in hours, not weeks”
Atlas was submitted on Product Hunt and earned 0 upvotes and 2 comments, placing #140 on the daily leaderboard. Atlas turns a research brief into a decision-ready report in hours: technology landscapes, company intelligence, literature reviews, competitive analysis. Citations verified against source databases. Human sign-off at three checkpoints. Not a black box.
Atlas was featured in SaaS (43.1k followers), Artificial Intelligence (473.8k followers) and Business Intelligence (3.7k followers) on Product Hunt. Together, these topics include over 158.9k products, making this a competitive space to launch in.
Who hunted Atlas?
Atlas was hunted by Ramy Ayoub. 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.
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Ramy Ayoub