Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

CatalystAlert

Free biotech catalyst calendar (985 companies tracked)

Details

External ID
46189127
Source
HN
Company
—
Product
CatalystAlert
Website domain
catalystalert.io
Launched
Dec. 8, 2025
Cohort
—
Upvotes
8
Upvotes percentile
0.4217557251908397
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Enrichment

Theme
Vertical
Healthcare
Function
Analytics & BI
Audience
B2B
AI stance
Not AI
Project type
Hobby / open-source project
Normalized one-liner
biotech catalyst calendar
Manually corrected
False

Could you build this?

Partial While displaying calendars and company tables is trivial, reliably scraping, parsing, and continually verifying hundreds of clinical trial readouts, SEC filings, and FDA PDUFA dates requires non-trivial continuous data pipelines and domain-specific data extraction.

What it would actually take: The stack would involve automated scrapers targeting ClinicalTrials.gov, SEC EDGAR 8-K filings, FDA advisory committee calendars, and biotech press releases. An extraction pipeline combining regex and LLMs extracts drug names, indications, trial phases, and target milestone dates. The hard part is deduplication, tracking rescheduled readouts, handling biotech PR ambiguities, and maintaining 99%+ accuracy for financial traders.

Discussion

6 comments analyzed.

Competitors mentioned: BioPharmCatalyst, Finviz, Yahoo Finance

Concerns raised: Free alternatives have clunky UIs and outdated data, Existing trackers not updated frequently enough

Feature requests: AI-based approval probability predictions, Additional data sources beyond current coverage, More filter and view options

Competitors

Other products that read as similar to this one — 13 launches clear the similarity bar, closest 8 shown.

Attention rank: #7 of 14 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Looks like the first mover among its competitors.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.