Skip to content

Approov App Attestation Turns Scraping From a Detection Problem, to a Cloud-Enabled Security as Standard

Agentic AI can reverse-engineer apps, replay API calls, and harvest structured data at scale. Approov protects your data by requiring cryptographic proof that requests come from your genuine app running in an acceptable environment—before any data is returned.

AI scraping concept

Why AI Scraping is Different Now

Scraping moved “downstack”: from HTML pages to mobile APIs.

Detection doesn’t scale: AI agents adapt, rotate infrastructure, and mimic legitimate traffic patterns.

The root cause is trust: most backends authenticate users, but don’t verify the app instance sending the request.

If your backend can’t prove “this request came from your genuine mobile app,” then any actor who can reproduce your API calls can extract data.

Developer-First Design

Approov Stops AI-Scraping Across Industries

Marketplaces & Retail

Stop cloned apps and scripts from harvesting SKUs, undercutting prices, or abusing drops and promos.

LEARN MORE

Ticketing & Events

Protect ticket inventory from automated polling, resale intelligence, and unfair purchase advantages.

LEARN MORE

Travel & Booking

Prevent mobile API bypass that enables price intelligence, inventory abuse, and automated trip agents.

LEARN MORE

Property & Listings

Prevent large-scale scraping of listings, pricing, availability, and market signals.

LEARN MORE

Data Platforms

Ensure structured data is accessible only to genuine app users—not automated or cloned clients.

LEARN MORE

Gaming & Gambling

Prevent bots and scripts from exploiting gameplay, bonuses, odds, and player accounts.

LEARN MORE

Financial Services

Secure mobile APIs against automation, credential abuse, and data exfiltration.

LEARN MORE

Healthcare

Secure sensitive mobile APIs against automated access and data harvesting.

LEARN MORE

How Approov Stops AI Scraping

Approov performs ongoing inspection of your app and the device environment and issues a short-lived, signed JSON Web Token (JWT) that represents the app attestation result. Your app includes it with requests; your backend verifies it before serving sensitive endpoints.

Your App Fetches an Approov Token

The SDK performs integrity measurement and works with the Approov cloud service.

Approov Issues a Short-Lived Signed JWT

Token represents the attestation outcome.

Token is Added to API Requests

Approov can automatically add the token as a header for protected API domains.

Backend Verifies the Token

Verification is straightforward using standard JWT libraries.

Security Policy Enforcement

Valid → allow. Invalid/missing → block, rate-limit, or step-up, based on your individual preferences.

origami I need a pair of image 1 a broken umbrella that is leaking under rain there is clear water stain on the umbrella and on the ground under the u-1

Without Approov

Trust Based on Credentials Only

Detection After Data is Returned

Reactive Response

Scraping Visibility is Poor

origami a good and strong umbrella that does not leak under rain no water stain on the umbrella there is no water stain under the umbrella on bright b

With Approov

Trust Based on App Authenticity

Access Denied by Default

Prevention at the API Boundary

Clear Enforcement Signal

Why Teams Think They're Protected, But are Actually Vulnerable

“We use OAuth,
so we’re safe”

OAuth authenticates users, not apps.

“We don’t see
abnormal traffic”

Scraping traffic is designed to look normal. 

“Our APIs
are private”

Mobile APIs are discoverable once an app is shipped.

“TLS pinning
stops this”

Pinning protects traffic in transit, not request replay.

If Any of These are True, Reassessment is Warranted

“We don’t see scraping in our logs — doesn’t that mean we’re safe?”
No. Modern scraping traffic is intentionally low-volume, distributed, and indistinguishable from real app usage unless you verify app authenticity at the backend.
“Doesn’t TLS pinning or certificate validation stop this?”
No. Those controls prevent network interception but do not stop a cloned or scripted client from replaying valid API requests directly.
“We authenticate users — why isn’t that enough?”
Because authenticated tokens can be replayed by automation; without app verification, your backend cannot distinguish real apps from impersonators.
“Can’t we just rate-limit or detect bad behavior?”
Detection-based defenses fail against AI-driven automation, which adapts behavior to remain within normal usage patterns.
“If someone reverse engineers our app, can’t we just rotate keys?”
Key rotation does not help when the API contract itself is exposed and accessible to any client that can reproduce requests.
“Does app attestation block legitimate users or partners?”
No. Attestation verifies the mobile app instance only; partner APIs and approved channels remain unaffected.
“Is this really a problem outside of very large companies?”
Yes. Smaller platforms are often targeted first because scraping is easier and less likely to be noticed.

Where Complete App & API Security is Required

Make mobile API scraping impossible, not just detectable. Meet with our experts to learn more, or see for yourself with a complementary trial.