Use cases

Bot protection for every use case.

The same 1–99 score and verdict drive every defense — wherever automation costs you money, data, or trust.

Content scraping & AI crawlers

Scrapers lift your articles, prices, and listings — and a new wave of AI crawlers does it at industrial scale, flat 24/7, with no diurnal curve.

Behavioral and request-shape signals flag the synthetic traffic; your allowlist still lets through exactly the crawlers you want.

Synthetic scroll · ASN reputation · flat traffic profile

Fake signups & account fraud

Automated signups pollute your funnel, burn email reputation, and inflate every metric you trust.

Score the session behind each registration. Challenge or block the ones with no genuine interaction before the account is ever created.

webdriver flag · zero genuine interaction

Credential stuffing & login abuse

Bots replay leaked credentials against your login at volume, hiding inside otherwise-normal request patterns.

A per-session score lets you step up only the suspicious logins — real users never see a challenge, attackers always do.

Headless fingerprints · IP reputation

Checkout & inventory bots

Sneaker and scalper bots clear inventory in seconds and hold carts hostage during a drop.

Gate add-to-cart and checkout on the verdict. Definite automation gets blocked; ambiguous traffic gets a delay or challenge.

Mouse entropy · first-input delay

Ad & analytics fraud

Bot traffic distorts conversion data and quietly drains paid-acquisition budget on clicks that never convert.

Tag every session with a score so your analytics and spend reflect humans, not headless browsers.

navigator anomalies · UA coherence

API & endpoint abuse

Public endpoints get hammered by automation that no static rate limit cleanly separates from real demand.

Read the verdict server-side and route by band — humans pass, automation is throttled, blocked, or logged for review.

Header shape · session scoring
What you get back

The same defense, real returns.

Data you can trust

Strip headless traffic out of signups, analytics, and conversion metrics — so the numbers you optimize against reflect real people.

Spend that isn’t wasted

Stop paying to serve scrapers and AI crawlers, and stop bidding ad budget against clicks that were never going to convert.

Customers, protected

Shut down credential stuffing, fake accounts, and checkout bots without putting a wall in front of the humans you actually want.

From our own traffic

Most of their traffic wasn’t human.

We pointed Botect at a real content site with a known scraping problem. Here’s what the scores showed across ~50k sessions.

~98%

of traffic was automated

42%

carried a webdriver flag

35%

came from one scraper subnet

Behavioral and JS signals carried the scoring — the hard automation tells the network layer alone can’t see. Verified crawlers like Googlebot and Bingbot were rescued by the allowlist, untouched.

You decide the response

Five ways to respond.

block

Stop definite automation cold.

challenge

Step up only the ambiguous sessions.

allow

Let humans and allowed crawlers through.

log

Observe without touching live traffic.

delay

Add friction without a hard wall.

Start in observe-first mode — log everything, block nothing, until the scores earn your trust.

Find out how much of your traffic is real.

Sign up, drop in the SDK, and watch the band split on your own traffic within minutes.