Custom API Development

Your data, your rules. A dedicated API built just for you.

When off‑the‑shelf APIs don't fit your schema, your schedule, or your target websites, our data engineering team designs, builds, and hosts a private API endpoint that delivers exactly the data you need — in your format, on your schedule. No scraping infrastructure to manage, no compromises.

Trusted by teams who need data on their own terms
2–4 wksTypical build time
99.9%Uptime SLA
100%Schema match guarantee
api-spec.yaml
# Your custom API, defined once
endpoint: "https://api.yourdomain.com/v1/data"
method: "POST"
auth: "Bearer token (your IAM)"
schema: "your‑internal‑fields"
delivery: "direct to Snowflake"
sla: "99.9% uptime"
Schema matched 1:1
Your internal field names
Hosted & monitored 24/7
Zero infrastructure for you

Trusted data from leading platforms

Expedia Shopee Tripadvisor Amazon Flipkart Swiggy Zepto Blinkit Booking Airbnb MakeMyTrip Expedia Shopee Tripadvisor Amazon Flipkart Swiggy Zepto Blinkit Booking Airbnb MakeMyTrip
Overview

Stop squeezing your data needs into a generic API box

Pre‑built APIs are great until your use case doesn't fit. You spend more time working around their limitations — mapping fields, handling missing data, chaining requests — than actually using the data. Custom API development gives you a dedicated, private endpoint designed to your exact data requirements: your schema, your target sites, your delivery format, your schedule. No compromises, no workarounds.

Our data engineering team handles everything — extraction, parsing, normalisation, anti‑bot evasion, and hosting. You get a production‑ready API that plugs directly into your application, dashboard, or data pipeline, backed by an uptime SLA and a named point of contact.

  • Designed around your internal schema, not a generic template
  • Handles your specific target sites, authentication, and anti‑bot needs
  • Delivered on your schedule to your warehouse or any endpoint
  • Fully hosted and maintained — no infrastructure for your team
  • Backed by an uptime SLA and a named point of contact
Business challenges

Why generic APIs break when your data needs get specific

These are the friction points that push teams away from off‑the‑shelf endpoints and toward a custom‑built solution.

01

Generic APIs force your data into their schema

You spend hours mapping, renaming, and cleaning the response to fit your internal fields — and it breaks every time the API changes. A custom API delivers data in your exact format from day one.

02

One‑size‑fits‑all rate limits block your scale

You need 10,000 requests per hour, but the public API caps at 1,000. Or you need sub‑second latency, but the shared endpoint queues your calls behind everyone else. A dedicated API gives you your own throughput tier.

03

Your target sites require custom anti‑bot logic

A generic proxy rotation doesn't work on highly protected portals. A custom API embeds site‑specific stealth measures — fingerprint rotation, session management, CAPTCHA solving — tuned to your exact targets.

Our solution

A dedicated API endpoint, built around your data contract

Everything below is designed, built, and maintained by our data engineering team — you focus on using the data.

Schema‑first design

We map your internal field names, data types, and validation rules before writing a single line of extraction code. The API response matches your spec exactly — no renaming, no cleaning, no surprises.

Custom target handling

Authenticated sessions, non‑standard pagination, multi‑step search flows, JavaScript‑heavy SPAs — the API is built to navigate your specific target sites, not a generic template.

Your infrastructure, your controls

Data lands directly in your S3 bucket, Snowflake, BigQuery, or any webhook endpoint — under your IAM roles, inside your VPC if needed. We never see your downstream systems.

Hosted, monitored, maintained

Uptime SLA, automatic retries, proactive monitoring, and a named engineer who owns your API. Your team calls the endpoint; we handle everything behind it.

schema-mapping.json
// Your schema, enforced at the API level
{
  "your_sku": "INT-48219",
  "competitor_price": 79.99,
  "stock_status": "In Stock",
  "last_updated": "2026-07-25T08:00:00Z"
}
Process

From scoping call to a live custom API in weeks

1

Discovery & schema design

We define the target sites, output schema, authentication, rate limits, and delivery requirements in a working session with your team.

2

Pipeline & API build

Our engineers build the extraction logic, the REST API layer, and the delivery integration — all against a staging environment you can test.

3

Staging & validation

You test the API with your own systems, validate the data against your schema, and confirm latency and reliability before go‑live.

4

Production deployment & handover

The API goes live with full monitoring and documentation. Your team gets API keys and a named engineer for ongoing support.

What you receive

Deliverables at each stage of custom API development

1
Week 1

API specification document

A complete OpenAPI/Swagger spec defining every endpoint, field, data type, and authentication method — signed off before a single line of extraction code is written.

2
Weeks 2–3

Staging endpoint + sample dataset

A fully functional staging API delivering real data from your targets. You test integration, validate schema, and measure latency before production.

3
Week 4

Production API + documentation

Live API endpoint with complete API docs, client SDKs in Python and JavaScript, and a runbook covering monitoring and escalation paths.

Ongoing

Monitoring, maintenance, and monthly health report

Continuous uptime monitoring, proactive issue resolution, and a monthly summary of API performance and any target‑site changes handled.

300+
Custom APIs delivered
99.9%
Uptime SLA
2–4
Weeks, typical build time
from discovery to production
100%
Schema match guarantee
Who this is for

Teams whose data needs don't fit a box

🛒

E‑commerce & Retail

Feed your repricer or merchandising tool with a dedicated API that maps competitor SKUs to your internal product IDs — automatically.

✈️

Travel & Hospitality

A private fare API that searches multiple OTAs, applies your business rules, and delivers normalised rates directly to your booking engine.

🏢

Real Estate

A property data API that aggregates listings from regional portals, enriches with your internal data, and delivers a master feed on your schedule.

📈

Financial Services

A private alternative data API with custom compliance rules, audit logging, and delivery into your secure data environment.

Why choose a custom API

Custom API Development vs. off‑the‑shelf and in‑house builds

Capability Custom API Development Self‑Serve APIs In‑House Build
Schema matches your internal fields 1:1
Your own throughput and latency tier
Custom target‑site handling (auth, anti‑bot)±
No scraping infrastructure to manage
Uptime SLA and dedicated support±
Time to production2–4 weeksMinutes to integrateMonths
What customers say

“Our API feels like it was built by our own engineering team — without the six‑month backlog”

★★★★★

"We needed a private API that pulled competitor prices and mapped them to our internal SKUs — with sub‑second latency for our repricer. ScraperScoop designed, built, and deployed it in three weeks. It's been running flawlessly for over a year."

NR
VP of EngineeringNorthwind Retail
★★★★★

"The schema‑first design approach meant we spent the first week just getting the data model right. When the API went live, it dropped straight into our data pipeline with zero transformation — exactly what we'd asked for."

MT
Director of DataMeridian Travel Group
★★★★★

"We'd been trying to build this API internally for months. ScraperScoop delivered a better version in four weeks — with documentation, SDKs, and a monitoring dashboard we didn't even know we needed."

LC
Head of Data PlatformsLedgerline Capital
Integrations

Your custom API delivers data wherever you need it

Data lands directly in your infrastructure, under your controls, in your format.

🗄️
Amazon S3
❄️
Snowflake
🔷
BigQuery
🐘
PostgreSQL
🔗
Webhooks (JSON)
📄
CSV / JSON / Parquet

Get a scoped estimate for your custom API

Tell us your targets, schema, and throughput needs — most quotes come back within two business days.

Frequently asked

Questions we hear before a first scoping call

It's a fully managed service where our data engineering team builds a private REST API endpoint that delivers the exact data you need — scraped from your target sites, mapped to your internal schema, and delivered to your warehouse or application on your schedule. You don't write any scraping code or manage any infrastructure.
Our self‑serve APIs (Web Scraping API, Product API, etc.) are great for generic, on‑demand lookups. Custom API Development is for teams with specific data requirements — unique schemas, authenticated targets, complex pagination, or strict compliance needs — that a one‑size‑fits‑all API can't meet.
Most projects go from scoping to a production‑ready API endpoint in 2–4 weeks, depending on the number of target sites, the complexity of the schema, and the anti‑bot measures required.
You do. The API is built for you, and all data it delivers belongs to you. We can deploy the API in your cloud environment or host it for you — either way, you retain full ownership and control.
The API is designed to be configurable. Adding new target sites, adjusting the schema, or changing the delivery destination is usually a same‑day change. Our team manages all updates as part of the ongoing service.

Your data, delivered through an API built to your exact specification

A data engineer will scope the project and come back with a realistic timeline and quote — no commitment required to start the conversation.

Most projects go from scoping to a live API in 2–4 weeks.

99.9% uptime SLA Schema‑matched to your internal fields Named engineer, not a ticket queue
From the blog

Insights on retail pricing strategy

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