Freelance Signal Engine collects public hiring and buying signals - company directories, job adverts you import, and public Threads posts via the official API - normalises them into one lead list, finds each company's published business contact on its own website, and scores who is worth a message today.
Hosted on Streamlit Community Cloud · password protected · no automated messaging
Public Malaysia Digital Status company directory, read page by page with a rendered browser and a conservative crawl rate.
Public member directory of the national tech association, with a visible-text fallback parser and robots.txt gating.
Recent public posts where someone is looking for a freelancer or web developer, via Meta's official keyword-search API. Buyers kept, freelancers advertising themselves dropped.
Job adverts you import (CSV/JSON) as a signal that a company needs development capacity. The site itself is never scraped.
Same import-only pipeline with Malay role phrases ("Pembangun Laman Web", "Jurutera Perisian") scored as web and software roles.
For every lead, the company's own official site is checked for a published business email, contact page or phone - with the page it came from recorded.
Freelance Signal Engine