Multi modal web senses,
for AI

Make your AI Models 10X better with deep information. Make them experience a cleaner, cost effective and token-efficient data delivery pipeline.

We provide the sparks; You shine the light.
Bulb

HYPER-OPTIMIZED AT THE CORE.

We've stripped away the overhead. By engineering our multimodal web data acquisition software in Rust and Go, we deliver data with hardware-level precision—turning the chaos of the web into the clarity of your next big idea.

MORE TARGETS. MORE DATA. ZERO FRICTION.

We constantly deploy new, specialized parsers at each new request made by your models. We currently have thousands of parsers generated and routinely updated by our AI models, reviewed by our engineers. This ensures you get high quality, clean, and token efficient data from webpages

BEYOND SERVERS. BEYOND LIMITS.

We leverage a distributed serverless architecture to deploy thousands of concurrent nodes in an instant. Our "wraith-fleet" provides at an ultra high scale and total high-availability, ensuring your insatiable need for data is highly matched

GHOST LEVEL ADAPTIVE STEALTH

Our software is designed to evolve, utilizing high-performance systems languages to shift signatures and bypass blocks. We handle the cat-and-mouse game of the modern web so your models have uninterruped vision and auditory to the web.

what; can
we do for you?

Rapid LLM ingestion

Your models need deep context instantly. Scale your throughput as high as your models demand. We handle the heavy lifting to ensure your LLMs can ingest massive amounts of token efficient training or retrieval data rapidly, without ever hitting rate limits or blocking bottlenecks.

Wraithbytes

Precision proxy control

We leverage over 80 million residential and datacenter proxies. Our system rotates IPs automatically, effectively erasing digital fingerprints to ensure your Models request reaches its destination masked, untracked, and unblocked. It's an invisibility cloak for your models.

Functionality extensions

Precision isn't just about the proxy; it's about the behavior. We expose deep configuration controls that let your Models dictate exactly how it wants to interact with the target. Modify headers, set cookies, adjust viewport properties, and define timeout strategies.

Results storage

We persist results internally, turning your activity into a queryable dataset. Retrieve past token efficient page data instantly, audit historical changes, or re-process raw HTML without re-sending requests.
**Access our near infinite pool of cached data, letting your models see the past and present of the web so it can predict the future.

Multimodal JS Execution

Our Infrastructure executes JavaScript with full browser fidelity, handling hydration, SPAs, and complex DOM interactions effortlessly. Your models don't just "fetch", they "experience" the page, getting the data that exists only after the site runs, and with over 50+ and adding custom parsers, your LLM models get highly token efficient data.

Wraithbytes;
use cases

E-commerce Intelligence

Feed your AI agents real-time competitor pricing, inventory, and product data across marketplaces. Enable your models to monitor availability and optimize pricing strategies autonomously.

AmazonebayWalmart

Market Research

Supply your sentiment analysis models with aggregated reviews and trends from social platforms at scale. Enable your AI to identify past and present patterns and gain deep insights into consumer behavior.

RedditTrustPilotYelp

Real Estate Analytics

Train and equip your models with live property listings, pricing trends, and market indicators. Enable automated tracking of historical changes to inform data-driven investment decisions.

ZillowRealtor.comRedfin

Job Market Insights

Ingest job postings, salary data, and hiring trends directly into your analytics models. Enable your AI to analyze workforce demand and skill requirements for automated recruitment strategies.

LinkedInIndeedGlassdoor

Travel Intelligence

Give your AI travel assistants real-time access to flight prices, hotel availability, and deals. Let your models track pricing patterns to automate optimal booking window discovery.

ExpediaBooking.comAirbnb

Social Media Monitoring

Stream raw mentions, engagement metrics, and trending content into your moderation and analysis LLMs. Automate audience sentiment and influencer performance tracking.

InstagramTikTok

News Aggregation

Equip your retrieval-augmented generation (RAG) pipelines with breaking news and media content. Let your models track specific topics and monitor coverage across publications seamlessly.

ReutersAPAP NewsB B C

Financial Data

Feed high-frequency quantitative models with real-time stock prices, financials, and economic indicators. Aggregate market data for your AI's automated investment analysis.

Yahoo FinanceBloombergNASDAQ

SEO & Marketing

Empower your AI marketing tools to monitor SERP rankings, backlinks, and competitor strategies. Feed your models clean, structured data to auto-optimize content campaigns.

GoogleBingSEMrush

Academic Research

Provide your AI research assistants with scholarly articles, citations, and data from educational databases. Let your LLMs seamlessly extract findings and bibliographies for complex analysis.

Google ScholarPubMedarXiv

Clear docs; easy-to-use apis
;
fast integration

Designed for models

We provide token efficient, clean outputs—like pre-processed Markdown and structured JSON—ready for direct ingestion by your LLMs. Our AI intelligently filters out the real data from the webpage it encounters newly, builds a parser for it, that is improved with the help of our engineers. Let your models reason seamlessly out of the box, and not worry about overflowing it's context with gibberish.

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 API Pricing;

Extremely simple pricing

Pay for what you to use, nothing more. No hidden fees, no surprises, no lockins, no monthly renewals, just transparent and predictable pricing for infinite parallel scraping and token efficient data for your LLMs.

Why use our API?

Pay for only successful requests
Save time and development costs
Linear, transparent scaling
Zero CAPTCHAs and IP blocks
Free monthly usage allowance for low usage
Configurable browser & identity behaviour
No rate limits
Self healing token efficient parsers
Multimodal data acquisition

The tokens cost $1 per 2000 tokens and web acquisition pricing are 1 token ($0.0005) and 5 tokens (AI) ($0.0025) per request plus any extra paid options you configure. Check out our pricing page for more details.

You also get a recurring 500 monthly free tier tokens for testing and minimal use.