Your AI models need fresh, structured, high-quality web data. We handle the crawling, cleaning, and structuring. You get token-optimized data ready for training, RAG, fine-tuning, or real-time agent grounding.
Every AI team hits the same wall: your models need web data, but getting it reliably is a full-time engineering challenge.
Managing proxy networks, headless browsers, CAPTCHA solvers, and an army of brittle scrapers that break every time a website updates its layout costs you months of engineering time — time that could go into your actual product.
Or, you can just tell us what data you need.
Crawling millions of pages, deduplicating, cleaning, and structuring into ML-ready formats is months of engineering work.
RAG pipelines need fresh, accurate content. Stale data means hallucinated answers and degraded model performance.
Anti-bot measures block automated access from reaching the live pages your AI agents need during inference.
Fine-tuning requires domain-specific datasets that don't exist off the shelf. Someone has to crawl, curate, and quality-check them.
Four distinct data products, each purpose-built for a different AI use case.
Large-scale, structured web datasets for training or fine-tuning on any domain.
We collect domain-specific datasets tailored to your vertical — e-commerce, news, legal, medical, finance, real estate, and more. Clean, deduplicated, and schema-consistent from day one.
Fresh, chunked, embedding-ready content for your vector databases.
Keep your retrieval systems fed with fresh web content on your schedule. We deliver content optimized for chunking and embedding, with incremental updates so you only receive new or changed data.
Live web data for your agents, with no scraping infrastructure to build.
Give your AI agents live access to web data via API endpoints and MCP-compatible interfaces. Token-efficient structured results delivered at inference speed.
Structured feeds for business intelligence and competitive monitoring.
Power your dashboards and analytics products with continuously refreshed competitive data. Monitor prices, track reviews, and map hiring signals at scale.
Every output includes metadata: source URL, crawl timestamp, content hash, HTTP status, and any custom fields you request.
Ideal for API consumption, database ingestion, and ML pipelines. JSONL streams are particularly suited to large-scale training datasets.
The best format for LLM consumption. Preserves structure and hierarchy with minimal token overhead, perfect for RAG and embedding workflows.
Columnar storage for large-scale ML training and data warehouses. Up to 10× compression vs CSV with fast read performance for analytics engines.
Universal format for spreadsheets, data analysis tools, and simple database ingestion. Compatible with every analytics stack.
Define exactly the fields, nesting structure, and data types you need. We match your schema precisely so no transformation is needed downstream.
Pull on demand via REST API or receive data via webhook as soon as crawls complete. JSON responses with consistent schema across all requests.
Bright Data, Apify, and Zyte are powerful — but they still require your engineers to build, maintain, and fix everything.
| ❌ Self-Serve Platforms | ✅ Specrom Managed | |
|---|---|---|
| Who builds scrapers? | ✗ Your engineering team | ✓ Our team — delivered in days |
| Anti-bot & proxies | ✗ You configure everything | ✓ Built into our infrastructure |
| When site layouts change | ✗ Your engineers fix it reactively | ✓ We detect and fix proactively |
| Output for LLMs | ✗ Raw HTML or generic formats | ✓ Token-optimized Markdown, JSONL, custom |
| Billing model | ✗ Pay for compute even on failures | ✓ Pay per successfully delivered record |
| Time to first data | ✗ Days to weeks (your build time) | ✓ Days (we scope, build, deliver) |
| Ongoing engineering effort | ✗ Continuous maintenance required | ✓ Zero effort on your side |
Pre-built extraction pipelines for hundreds of domains, with new ones ready in days.
Amazon, Walmart, Target, eBay, Best Buy, 250+ Shopify stores. Product data, pricing, reviews, inventory status.
100,000+ global news domains via SpecromNewsAPI. Articles, publish dates, authors, categories, full text.
Indeed, LinkedIn, Monster, Glassdoor, ZipRecruiter, and 150,000+ employer career pages. Titles, descriptions, salaries.
TrustPilot, Google Reviews, Yelp, G2, TrustRadius, Booking.com, and 170+ others. Ratings, text, dates.
Google, Bing, Yahoo, DuckDuckGo. SERP results, featured snippets, People Also Ask, local packs.
Zillow, Realtor.com, Redfin, Apartments.com, and regional MLS-connected sites. Listings, prices, agent info.
Google Maps, Yellow Pages, Yelp Business, BBB, and industry-specific directories. Listings, hours, ratings.
Twitter/X profiles and bios, Instagram profiles, public posts, hashtags, engagement metrics.
Tell us the URL and the data fields you need — we build and deploy a custom extractor within days.
We meet our crawl schedules or you don't pay. Guaranteed uptime for every managed pipeline.
We detect and fix crawler breakage before you notice — no incident reports, no downtime emails.
Content hashing ensures no redundant records enter your dataset or vector database.
Every record is checked against your expected schema before delivery. No surprises downstream.
We guarantee data age based on your crawl schedule. Stale data degrades your model — we prevent it.
We only crawl publicly accessible data and respect robots.txt directives. GDPR and CCPA compliant.
No scrapers to build. No infrastructure to manage. Data flowing in days.
30 minutes. Tell us what data you need, from which sites, in what format, and on what schedule.
Fixed pricing based on volume, complexity, and delivery frequency — usually within 24 hours. No surprises.
Our team builds your pipeline, configures delivery, and runs quality checks. Zero work on your end.
Delivered to your API, S3, webhook, or vector DB. We monitor 24/7 and fix issues proactively.
Yes. We use residential proxies, headless browsers, CAPTCHA handling, and fingerprint rotation to access even heavily protected sites. If a page is publicly viewable by a human, we can almost certainly crawl it.
We monitor all active crawlers and proactively update them when site structures change. This is included in your service at no additional charge — no surprise fees, no downtime.
Both. We can deliver a one-time dataset or set up continuous feeds on any schedule you need — hourly, daily, weekly, or monthly. Pricing scales accordingly.
One-time datasets start at $99 for up to 10,000 records. Ongoing managed feeds start at $299/month for a single source. Custom volume pricing is available for larger needs.
Yes. We support direct delivery to AWS S3, GCS, Azure Blob, webhooks, REST APIs, and most major vector databases. MCP-compatible endpoints are also available for AI agent frameworks like Claude and Cursor.
One-time and custom crawls are exclusive to you. Pre-built dataset feeds deliver the same schema to all subscribers, though the data is always freshly crawled for each delivery.
Share the websites and data fields you're after. Our team will respond within a few hours with a custom quote — no commitment required.
Our team will get back to you shortly. You can also reach us at info@specrom.com