Nicheloom

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

TopicRadar

Track trending topics across HN, GitHub, ArXiv, and more

Details

External ID
46692347
Source
HN
Company
—
Product
TopicRadar
Website domain
apify.com
Launched
Jan. 20, 2026
Cohort
—
Upvotes
36
Upvotes percentile
0.7424242424242424
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

Hey HN! I built TopicRadar to solve a problem I had with staying on top of what's trending in AI/ML without checking 7+ sites daily.https://apify.com/mick-johnson/topic-radarWhat it does: - Aggregates from HackerNews, GitHub, arXiv, StackOverflow, Lobste.rs, Papers with Code, and Semantic Scholar - One-click presets: "Trending: AI & ML", "Trending: Startups", "Trending: Developer Tools" - Or track custom topics (e.g., "rust async", "transformer models") - Gets 150-175 results in under 5 minutesBuilt for the Apify $1M Challenge. It's free to try – just hit "Try for free" and use the default "AI & ML" preset.Would love feedback on what sources to add next or features you'd find useful!

Enrichment

Theme
Hacker News clients, datasets, and tools
Vertical
Horizontal
Function
Analytics & BI
Audience
B2C
AI stance
Not AI
Project type
Commercial product
Normalized one-liner
trending topic tracking across platforms
Manually corrected
False

Could you build this?

Yes It is an Apify scraper/aggregator fetching public APIs and feeds (HN, GitHub, arXiv, Lobste.rs) and presenting or exporting the trending topics. A solo developer can vibe-code this using standard API calls and basic text aggregation in days.

Discussion

12 comments analyzed.

Competitors mentioned: Nitter (Twitter alternative), Apify, Reddit, Twitter, Hacker News

Concerns raised: Generating RSS feeds for sites without native RSS endpoints (Twitter, YouTube), How content classification into topics is performed, Closed source project with limited support, Tracking topics across different sites creates complexity, Privacy concerns with 25 trackers blocked

Feature requests: Support Reddit and Twitter sources, General-purpose search across Reddit/Twitter, Hourly update frequency, Include Reddit's recent database

Competitors

Other products that read as similar to this one — 89 launches clear the similarity bar, closest 8 shown.

Attention rank: #30 of 90 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 75 days after the earliest competitor.

Other launches for this product

Same idea, different domain

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