🗂️ Product Taxonomy Classifier - Deep Category Trees

Product Taxonomy Mapper API

webdata_labs/ai-product-taxonomy-mapper-api

[💵 $2 / 1K] Map product catalogs to any custom taxonomy with confidence scores, alternatives, and review flags.

🏭 Industry Classifier - NAICS & SIC Code Assignment

that_red_bird/industry-classifier

⚡ Assign a company a NAICS and/or SIC industry code with confidence and evidence, no LLM. ✅ Walks an embedded sector-then-detail code tree, scores with TF-IDF + phrase hits, and uses negative keywords so "SaaS for dentists" lands in software, not dentistry.

TikTok Shop Category Scraper — every product

mu0i/tiktok-shop-category-scraper

Every product in a US TikTok Shop category: title, price, discount, rating, review count, sold count, seller and image. Walks subcategories too, so one category can yield thousands of products rather than the ~110 a single feed holds. No login, no browser.

Etsy Category Scraper

axlymxp/etsy-category-scraper

Extract Etsy's full category hierarchy by taxonomy ID. Returns categories, sub-categories, IDs, and images. No API key needed. Supports batch input and scheduled runs to monitor taxonomy changes.

YouTube AI Classifier (Videos & Channels)

trysmartapi/youtube-ai-classifier

Classify YouTube videos and channels with AI: category, language, sentiment, keywords, and audience — from a search query or a list of URLs.

🗂️ Review Theme Clusterer - Themes From Reviews & Tickets

that_red_bird/review-theme-clusterer

⚡ Turn thousands of reviews, support tickets or survey answers into RANKED THEMES, not just a sentiment score. ✅ TF-IDF phrase weighting, blocking-based similarity clustering with no fixed k, top-distinguishing-term labels, volume/share/rating per theme, and rising/falling trend flags over time.

Returns every software listing in a G2 category — product, vendor, rating, review count, pros and cons — from a pre-collected dataset of 241,000+ listings, so a full category comes back in seconds instead of a scrape.

The Muse Jobs Scraper - Postings, Companies & Locations

scrapers_lat/themuse-jobs-scraper

Scrape The Muse job postings with title, company name and id, locations, category, experience level, remote flag, publication date, apply URL and full description. Filter by category, company, location and level. Export to JSON, CSV or Excel.

Gbif Occurrence Search Scraper

benthepythondev/gbif-occurrence-search-scraper

Collect GBIF occurrences records and export name, level1 name, level2 name, level3 name, country, identifier as structured JSON, CSV or Excel data.

Instantly classify thousands of keywords into Transactional, Informational, Navigational, or Local search intents