Nicheloom

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

SoTrace

Track your product mentions on X, TikTok & Reddit

Details

External ID
1244663
Source
PH
Company
—
Product
SoTrace
Website domain
producthunt.com
Launched
Sept. 15, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Social Media, Marketing, Artificial Intelligence
Fetched at
Sept. 17, 2026, 1:23 a.m.
Updated at
Sept. 17, 2026, 1:23 a.m.

Description

SoTrace tracks every mention of your product across X, TikTok, Instagram, Reddit, YouTube, LinkedIn, GitHub, and Threads, in one live feed. Every mention is automatically read for sentiment, so praise, questions, and complaints sort themselves. See your share of voice, spot trends, and get alerted the instant a mention matches your rules. Plus topic tagging, saved dashboards, CSV export, and MCP for your AI agents. Start listening → sotrace.net

Enrichment

Theme
social media scraping and analytics
Vertical
Marketing
Function
Analytics & BI
Audience
B2B
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
social media brand mention tracker for x, tiktok, and reddit
Manually corrected
False

Could you build this?

No Scraping or streaming live mentions across eight major social platforms (including TikTok, Instagram, and LinkedIn) violates standard free API terms and requires massive residential proxy networks, enterprise API licenses costing tens of thousands monthly, and distributed streaming infrastructure.

What it would actually take: Building this requires enterprise access to platform APIs (e.g., X Enterprise API, Reddit Data API) combined with headless browser scraping farms and rotating proxy pools to harvest Instagram and TikTok data. The data pipeline requires Kafka/Flink for high-throughput ingestion, vector databases and fine-tuned sentiment classifiers, and an elastic search index (Elasticsearch/OpenSearch) to support real-time querying across billions of social records.

Competitors

Other products that read as similar to this one — 163 launches clear the similarity bar, closest 8 shown.

Attention rank: #83 of 164 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 295 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.