Nicheloom visitors: 12,433 all-time · 7,595 in the last 7 days

The opportunity tracker for new startups.

Today: 970 launchs · Niche of the day: Windows desktop utilities and tools · See full report →

consensus

Ask a question, get a poll of what Reddit and X actually think, with every opinion linked.

Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.

This is 1 of 125 launches in alternative and minimalist social platforms — see how it stacks up on momentum and crowding →

109 other launches read as similar to this one →

Details

External ID
1415675236
Source
GITHUB
Company
—
Product
consensus
Website domain
useconsensus.io
Launched
Oct. 12, 2026
Cohort
—
Upvotes
14
Upvotes percentile
0.29
Tags
—

Enrichment

Niche
alternative and minimalist social platforms
Vertical
Horizontal
Function
Search & retrieval
Audience
B2C
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
public opinion search engine for social media discussions
Manually corrected
False

Could you build this?

Partial The front-end and LLM polling aggregation are simple to vibe-code, but scraping, parsing, and continuously pulling search data from X (Twitter) and Reddit requires costly, gated API access and anti-bot scraper maintenance.

What it would actually take: The backend requires Python or Node.js with integrations into Reddit's API and the X API (or specialized SERP/social scraping proxies), fed into an LLM pipeline that extracts sentiments, tallies polls, and generates source-cited responses. The primary obstacles are the strict rate limits, expensive enterprise API tiers on X/Reddit, and scraper reliability against anti-bot defenses.

Competitors

Other products that read as similar to this one — 109 launches clear the similarity bar, closest 8 shown.

Attention rank: #89 of 110 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 328 days after the earliest competitor.

Other launches for this product