Niche Kompass
See the visual patterns behind Etsy search results
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Niche Kompass is a Chrome extension that analyzes the visual patterns in Etsy search results. See what dominates the grid — from recurring visual styles and palettes to image patterns, archetypes, and visual overlap. Instead of looking at listings one by one, see the visual market as a whole. No shop connection required. Just search Etsy and open Niche Kompass. Not a prediction of sales or business outcomes.
PH · launched Sep 15, 2026 · 1 upvote (top 69%) · 0 views
Niche: marketplace listing and optimization software · 113 launches, 17 in the last 7 days ▲ +89% · Explore this niche →
Category and tags
- Retail & commerce
- Analytics & BI
- Prosumer
- Not AI
- Commercial product
- Chrome Extensions
- E-Commerce
- Data Visualization
Visit website ↗ Source listing ↗
More like this: all 113 launches in marketplace listing and optimization software →
Could you build this?
Partial Building the Chrome extension UI and scraping listings is straightforward, but clustering visual styles, archetypes, and palette overlap across Etsy images requires a custom computer vision pipeline.
What it would actually take: The architecture would consist of a Chrome extension content script that extracts image URLs, sending them to a backend processing pipeline using Python (e.g., FastAPI). The backend runs images through a vision embedding model (such as CLIP or SigLIP) alongside color quantization algorithms (k-means) and clustering algorithms (UMAP/HDBSCAN) to group styles and detect visual overlap. The hard part is tuning visual feature extraction and similarity thresholds to yield meaningful e-commerce aesthetic categories without high latency or excessive compute costs.
Competitors
Other products that read as similar to this one : 29 launches clear the similarity bar, closest 8 shown.
Attention rank: #24 of 30 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 7 days after the earliest competitor.
- ACOPES — the shop side of TagFlow · ph · 2026-11-03 · 1 upvotes · similarity 0.42
- Aromakompass · ph · 2026-09-08 · 2 upvotes · similarity 0.40
- eGenie · ph · 2026-10-27 · 1 upvotes · similarity 0.40
- Kompact · ph · 2026-09-27 · 1 upvotes · similarity 0.39
- PixelNiches · ph · 2026-09-22 · 1 upvotes · similarity 0.38
- eMarketInsight · ph · 2026-11-06 · 1 upvotes · similarity 0.38
- SellerKit · ph · 2026-09-12 · 2 upvotes · similarity 0.37
- Riset Listing — Etsy Seller Toolkit · ph · 2026-10-06 · 1 upvotes · similarity 0.37
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.