Runs on TregResearch markets, products and prices
Validate an idea, compare competitors, and pull product, review, app store, stock or crypto data.
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Open-source tools
Tools you can run with a Treg account. We read each README; we did not run them unless marked Tested.
Real uses on X
What people did, in one line each, with the cost when the post gives one.
Juan Luis Hortelano@jlhortelanoResearch markets, products and pricesX postJuan Luis Hortelano @jlhortelanoRan three market research tests for Blinkfire via Claude Code and Treg covering AI visibility, competitors and sponsor ads
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Prajwal @0xPrajwal_Used Treg with TinyFish to have an AI agent search the web for competitors to Pebbl
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Harish @Harish_521Used Treg to fetch the live price, rating, and listing of a Mac mini in India in one request for a web page
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Sahil Panhotra | Indie Builder @SahilPanhotraUsed Codex with Treg to compare iPhone 17 prices across stores and found a ₹12,901 difference, though the Amazon fetch failed
Jason Zhou@jasonzhou1993Research markets, products and pricesX postJason Zhou @jasonzhou1993Paired jev with Treg as an AI portfolio manager, using Treg's real-time financial and stock data
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Divv Saxena @divvsaxenaGave a coding agent web access through Treg and it fetched data and built a SaaS competitor research dashboard
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Punyakrit @punyakrit_22Used an agent with Treg to research 10 startups in 2 minutes, after previously spending weeks writing scrapers by hand
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Knowix @knowixbuildsUsed Treg to power research for a brand sourcing tool, looking up 300 results and surfacing 100 brands for review
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Shen Sean Chen @ShenSeanChenVideo walkthrough of a live Treg research run on the observability market that used ten tools with zero errors
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Chia Y @withchiayShared a trading tutorial using an agent from Claude with data pulled from Treg and Yahoo Finance
Treg's own guides
How-to pages from treg.to.
- Find content that worksYouTube channel stats API: 5 providers, from $0.0015YouTube channel stats API: subscribers, total views and profile. 5 providers compared, cheapest $0.0015 per result.
Treg guide - Find content that worksYouTube comment scraper API: 6 providers, from $0.0015YouTube comment scraper: every comment on a video, as data. 6 providers compared, cheapest $0.0015 per result.
Treg guide - Amazon Product by ASIN: from $0.0015Pull any Amazon product by ASIN. 4 providers compared, cheapest $0.0015 per result. The prompt that works in ChatGPT, with the price shown before the call.
Treg guide - Tripadvisor, Trustpilot and Yelp reviews APIReview scraper API: a business's reviews from Tripadvisor, Trustpilot and Yelp, as data. 4 providers compared, cheapest $0.0015 per result.
Treg guide - Stock price API: 6 providers, free to tryStock price API: the current quote for a ticker from four providers, free to start. 6 providers compared, cheapest $0.00015 per found.
Treg guide - TikTok Shop Search: from $0.008Search TikTok Shop products and reviews. 4 providers compared, cheapest $0.008 per result.
Treg guide - Stock news API for ChatGPT: headlines by tickerStock news API: the headlines on a ticker over a date range, as rows your agent can read. 2 providers compared, cheapest $0.02 per found.
Treg guide - CoinGecko API for ChatGPT: crypto prices and historyCoinGecko API on your own key and Tiingo on treg.to's: a crypto price API for live prices and history, per call.
Treg guide - Glassdoor API for ChatGPT: employee reviews as dataGlassdoor API and Glassdoor scraper, through one key: a company's employee reviews as rows your agent can read.
Treg guide - App store API: search the App Store and Google PlayApp store API: search the Apple App Store and Google Play by keyword, per call. 3 providers compared, cheapest $0.00015 per found.
Treg guide - Historical stock data API: EOD prices, free to tryHistorical stock data API: daily OHLCV price history by ticker, free to try, then your own Polygon, EODHD or Marketstack key.
Treg guide - Research and run adsFacebook Ads Library API: Competitor CreativeFacebook Ads Library API: pull a competitor's live ads and what they bid on in Google.
Treg guide