Data collection

Structured search results at whatever volume you need

Search engine results pages, localised and at scale.

163M

residential IPs

340

cities

99.4%

fetch success

The problem

Search engines are the single most defended scraping target on the public web. They detect automated queries within a handful of requests from one address and serve interstitials that break parsers.

They are also the most valuable, because search results encode competitive positioning, content gaps, ad spend and consumer intent in one place.

The solution

Rotating residential exits distribute query volume so no address accumulates a query history worth challenging, while city targeting produces the localised result set that actually matters.

Pair it with modest, jittered pacing. Search engines respond far better to plausible human rhythm than to raw throughput.

Mechanics

How proxies solve it

1

Fresh address per query

Removes the per-address query-rate signal that triggers interstitials.

2

Local packs and map results

Only resolve correctly from an address in the right metro.

3

Mobile SERPs from mobile IPs

The mobile result set differs materially and needs a carrier exit to reproduce faithfully.

4

Language follows geography

Locale defaults derive from the exit, so you get the market's native result set.

Workflow

How we would build it

  1. 1

    Rotate every query

    One query per exit is the baseline. Reusing an exit across queries is the fastest route to a challenge.

  2. 2

    Jitter your timing

    Perfectly even spacing is a machine signature. Randomise within your collection window.

  3. 3

    Parse defensively

    SERP markup changes constantly. Validate structure and alert on parse-rate drops rather than on errors.

  4. 4

    Store the raw HTML

    Keeping the raw response lets you re-parse history when you add a new feature to extract.

FAQ

SERP scraping questions

A search results page averages around 300–500 KB with assets blocked, so roughly 2,000–3,000 SERPs per gigabyte. Blocking images and fonts is the single biggest lever on that number.
It is on the roadmap alongside the Web Unblocker. Today you bring your own parser and we provide the network layer.
Get started

Ready to start serp scraping?

Your first gigabyte is free, which is normally enough to validate the approach against your real target before you commit to anything.