Nicheloom

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

Honestly

See what Reddit and TikTok honestly think about your product

Details

External ID
1173208
Source
PH
Company
—
Product
Honestly
Website domain
producthunt.com
Launched
June 18, 2026
Cohort
—
Upvotes
572
Upvotes percentile
0.9471153846153846
Tags
Social Media, Marketing, Data & Analytics
Fetched at
Sept. 7, 2026, 1:22 a.m.
Updated at
Sept. 7, 2026, 1:22 a.m.

Description

As bots and AI agents overrun the internet, finding real customer opinions is only getting harder. Honestly cuts through the chaos by discovering verified conversations about your product across Reddit, TikTok, X, YouTube, Instagram, & Facebook then turning them into insights your team can act on.

Enrichment

Theme
social media scraping and analytics
Vertical
Marketing
Function
Analytics & BI
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
social media sentiment analysis for products
Manually corrected
False

Could you build this?

Partial Sentiment analysis and summarizing feedback via LLMs is straightforward, but maintaining continuous, reliable scraping across TikTok, Reddit, and X requires specialized data collection infra.

What it would actually take: Requires either paying for exorbitant enterprise firehose APIs (Reddit and X APIs run tens of thousands of dollars per month) or maintaining high-scale scrapers that bypass anti-scraping for TikTok and Instagram. Once ingested, the data pipeline needs a vector database and clustering models to deduplicate bot spam from verified human conversations.

Competitors

Other products that read as similar to this one — 165 launches clear the similarity bar, closest 8 shown.

Attention rank: #12 of 166 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 206 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.