24 Things You Can Build
This Week
Production-ready data pipeline ideas across industries. Each one buildable in hours, not months. Filter by category or difficulty.
Competitor Pricing Tracker
Watch 20 competitor pricing pages. When any price changes, extract the new plan structure and fire to Slack with a before/after diff.
ECI Affidavit Database
Extract every Lok Sabha candidate's criminal history, declared assets, and liabilities from ECI PDFs. Build a searchable voter intelligence tool.
Job Board Intelligence Feed
Scrape job listings from 50 company career pages daily. Extract title, salary range, tech requirements, and seniority. Feed into a candidate pipeline or market intelligence dashboard.
RAG Knowledge Base with Live Sync
Crawl your product docs, competitor docs, and relevant web pages. Chunk with /v1/read's clean Markdown output. Watch for changes and auto-re-index when content updates.
E-Commerce Price Intelligence
Track SKU-level pricing across Flipkart, Amazon, and Meesho for your product category. Alert when a competitor undercuts your price by more than 10%.
Lead Enrichment Pipeline
Feed a CSV of company domains. For each, extract decision-maker names from the About page, detect tech stack from job postings, and verify email patterns via SMTP.
Policy & Regulation Monitor
Watch 40+ government, regulatory, and central bank pages. When any regulation or policy document changes, alert your compliance team with the exact diff.
Podcast Transcript Search Engine
Transcribe 1,000 podcast episodes. Build a semantic search interface — 'find every episode where the guest discusses churn reduction' — across your entire audio archive.
Candidate Vetting Platform
For each job applicant, scrape their LinkedIn, company site, and portfolio. Extract skills, endorsements, project details, and employment gaps. Pre-screen before interviews.
Financial Filing Extractor
Extract key metrics from annual reports, BSE/NSE filings, and investor presentations. Revenue, EBITDA, PAT, headcount, management commentary — structured JSON from PDFs.
News Sentiment Monitor
Watch Google News for your brand, key executives, and competitors. Scrape full articles. Run sentiment analysis on the raw text. Alert on sudden negative coverage spikes.
SaaS Review Aggregator
Scrape G2, Capterra, and Product Hunt reviews for your product and top 5 competitors monthly. Extract rating, pros/cons, reviewer role. Build a structured competitive review database.
Real Estate Listing Tracker
Monitor MagicBricks, 99acres, and Housing.com for new listings in target locations. Extract price, size, amenities, and contact details. Alert agents before buyers find the listing.
Academic Citation Network
Scrape academic papers from Google Scholar and Semantic Scholar. Extract citations, authors, institutions, and abstracts. Build a citation graph for research trend analysis.
Brand Impersonation Scanner
Search for your brand name, product names, and executive names across dark web forums and paste sites. Alert your security team when mentions appear.
YouTube Channel Monitor
Transcribe every new video from 10 competitor YouTube channels. Extract product announcements, pricing mentions, and customer pain points from video content as it's published.
Tender & RFP Monitor
Watch GeM portal, state government procurement portals, and PSU tender sites. Extract tender details, deadlines, and eligibility. Auto-populate your BD team's pipeline.
VC Portfolio Intelligence
For each portfolio company, monitor hiring signals, tech stack changes, press coverage, and funding announcements. Build an automatic portfolio health dashboard.
Developer Community Sentiment
Search Hacker News, Reddit, and Stack Overflow for your product name weekly. Extract post sentiment, common complaints, and feature requests. Feed into product roadmap.
Pharma Clinical Trial Tracker
Monitor ClinicalTrials.gov and CTRI India for new trials in your therapeutic area. Extract trial status, endpoints, enrollment numbers, and sponsor information.
Patent Intelligence Dashboard
Search the Indian Patent Office and USPTO for new patent filings from competitors. Extract claims, filing dates, and inventor affiliations. Track IP positioning in your space.
Social Commerce Price Tracker
Monitor Meesho seller prices and quick commerce (Blinkit, Zepto, Swiggy Instamart) pricing for your category. Detect promotions and stock-outs before your category managers do.
LinkedIn Hiring Radar
Watch company LinkedIn job pages for roles that signal buying intent (Head of AI, Data Engineering Lead, CISO). Trigger CRM tasks and outreach sequences automatically.
Court Judgment Extractor
Extract structured data from eCourts India, High Court websites, and Supreme Court judgments. Case parties, judgment dates, legal provisions cited, and outcome classification.
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