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Pharmatext
AI fact-checking for pharma content that must survive MLR
Pharma content dies in MLR review. PharmaText verifies every claim against your source PDFs, anchors citations to the exact passage, and flags contradictions — so your drafts are audit-ready before reviewers see them.
Hi Product Hunt! 👋
I built PharmaText after seeing how much time pharma teams burn on MLR (Medical, Legal, Regulatory) review. A single deck can cycle through review 3–4 times, and most rejections come down to the same thing: claims that don't match their references, citations pointing to a 40-page PDF with no idea which passage supports what, or numbers that quietly contradict the source.
PharmaText fixes that before reviewers ever see the draft:
🔍 It checks every claim against your actual source PDFs — not the open web
📌 It anchors each citation to the exact supporting passage, so reviewers can verify in one click
⚠️ It flags contradictions and unsupported claims so writers fix them upfront
The goal isn't to replace MLR review — it's to make sure content shows up audit-ready, so review becomes a confirmation step instead of a rework loop.
If you've ever waited weeks for a deck to clear review (or been the reviewer chasing page numbers), I'd love your feedback. Happy to answer anything!
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About Pharmatext on Product Hunt
“AI fact-checking for pharma content that must survive MLR”
Pharmatext was submitted on Product Hunt and earned 4 upvotes and 1 comments, placing #151 on the daily leaderboard. Pharma content dies in MLR review. PharmaText verifies every claim against your source PDFs, anchors citations to the exact passage, and flags contradictions — so your drafts are audit-ready before reviewers see them.
Pharmatext was featured in SaaS (43k followers), Artificial Intelligence (473.1k followers) and Medical (3.4k followers) on Product Hunt. Together, these topics include over 157.3k products, making this a competitive space to launch in.
Who hunted Pharmatext?
Pharmatext was hunted by lchoppin. 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 Pharmatext stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
lchoppin