ABOUT
We built AuraCrawl for the targets everyone else abandons.
A small engineering team working on one problem: making hardened public web pages return clean, reliable, structured data — and keeping them doing it.
BACKGROUND
The specialization is the product
None of this is a library we adopted. It is years of reverse-engineering bot-defense systems, turned into infrastructure that holds up on a schedule.
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ANTI-BOT SYSTEMS
Protocol-level research into Incapsula, DataDome, Cloudflare, Akamai, and PerimeterX-class protection — how each one scores a session, and what it is actually measuring.
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FINGERPRINTING
Browser and device fingerprint analysis: TLS and HTTP/2 handshakes, JavaScript challenge internals, and the behavioural signals that separate a real session from an automated one.
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SCALE SYSTEMS
Queue systems and high-traffic platforms, where access has to hold up under contention rather than just work once in a test.
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SECTORS
Ticketing, e-commerce, and large-scale event platforms — environments where the defenses are funded and maintained, not bolted on.
AuraCrawl started from the same frustration our customers describe. Building a scraper is an afternoon. Keeping fifteen of them alive against sites that actively invest in stopping you is a permanent engineering commitment that nobody plans for and everybody underestimates.
The failure is almost never the parser. It is a bot-defense vendor rotating a JavaScript challenge, a TLS fingerprint suddenly scoring as automated, a behavioral model deciding your session does not move like a person. Each one costs a day of work from someone who understands how those systems decide. Most teams do not have that person, and hiring one has nothing to do with the product they are building.
So we built the team that does. Aura Strike is that specialization made into infrastructure. Aura Vision removes the other half of the maintenance burden by resolving natural-language requests against page structure instead of brittle selectors. Aura Build makes sure what arrives is validated, typed, and trustworthy enough to put straight into production.
Today, every project is scoped directly with the engineers who build it — looking at a site is a technical conversation, and pretending otherwise wastes your time. The self-serve API is still being built.
HOW WE WORK
Six things we hold to
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Access is the hard part
Reading a page is the easy part. Getting in — and staying in, month after month, as a site changes its defences — is the hard part. That is where our time goes.
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Say what is not built yet
The API is being built, not finished. We would rather say that on the homepage than let you find out on a call.
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Evidence before contracts
Every engagement starts with real records from your real sources. If the sample disappoints, you have lost nothing.
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Engineers talk to customers
The person who scopes your pipeline is the person who builds and maintains it. Nothing is relayed through a layer that cannot answer the technical question.
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Public data only
We work with pages anyone can open. We say no to sources behind a login we have no right to, and to collecting personal data.
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Degraded data is a failure
Data that is quietly out of date or incomplete is worse than no data. We check every record before we send it, and we tell you when something breaks.
On the self-serve API
We are building an API so smaller jobs will not need a call with us first. It is not ready yet, there is no sandbox, and we are not going to guess at a date. When it is ready, the price will be published on this site.
Bring us a target you have given up on.
Those are the interesting ones. Describe it and we will tell you honestly what extraction involves — including if the answer is that it is not worth it.