Service · Data processing with AI models

AI Data Processing

We don't just collect data — we process it too: we run it through the APIs of leading AI models and return ready-made insights. For example, we collect reviews and return summaries, sentiment, and key themes, straight in the format you need.

summaries, sentiment, and tags free pilot on your data pricing from $150
AI Data Processing
who it's for

Who AI processing is for

Teams that need ready insights — summaries, scores, categories — rather than raw data, without building their own pipeline or prompt engineering.

E-commerce and retail

Track competitor prices, assortment, and stock, enrich product pages, and monitor MAP compliance.

Analysts and researchers

Build datasets on markets, prices, and demand for reports, models, and well-grounded decisions.

Developers and products

Receive data as a stream or via API without your own scraping infrastructure, proxies, or maintenance.

Marketing and sales

Find companies and contacts, track ads, reviews, and brand mentions across the web.

Marketplace sellers

Monitor competitor prices and rankings, new products in your niches, and demand trends on Amazon, Walmart, and eBay.

Aggregators and services

Populate catalogs, price comparison sites, and product feeds with data from dozens or hundreds of sources.

engagement models

Engagement models

Three engagement models to fit the task: a one-time export, recurring data delivery, or a custom solution. We price to your sources, volume, and frequency — you get an estimate before we start.

One-time export
Base

Capture data once — for research, migration, or analysis.

  • One or several data sources
  • Fields mapped to your schema
  • Export to CSV, Excel, JSON, or XML
  • Data cleaning and validation
Custom solution
Custom

Turnkey data as a service: API access, DaaS, or a ready-made interface, dozens of sources, and SLAs.

  • API access, DaaS, or a web interface
  • Dozens to hundreds of sources
  • SLAs for timeliness and quality
  • Integration with your systems
transparent pricing

How pricing works

The final cost comes down to a few clear factors. No hidden fees — we send an estimate and a data sample before work starts.

Number of sources
How many websites and platforms need to be covered.
Data volume
The number of products, pages, and fields in the export.
Update frequency
One-time, daily, or hourly — the more frequent, the higher the load.
Source complexity
Dynamic pages, logins, and anti-bot protection.
Delivery format
A file, a refreshing feed, an API, or a ready-to-use web interface.
Extra processing
Matching, enrichment, translation, normalization, and deduplication.

Scoped to your project

Describe your data and the insight you need — we'll come back with a cost estimate, timeline, and a pilot on your data within one business day.

pricing from $150

What AI data processing is

We don't just collect data — we also run it through the APIs of leading AI models so the output is ready insights, not raw text. For example, we collect thousands of reviews and return a concise summary, the sentiment, and a list of frequent issues for each product.

Under the hood is a pipeline that takes your data, splits it into batches, sends them to the model with the right prompt, and assembles the responses into a single structure. We pick the model for the task and budget, tune the prompts, and check output quality on a control sample.

That covers a wide range of tasks: review summaries and sentiment, classification and tagging, entity and attribute extraction, product page normalization and translation, content moderation, and description comparison.

We deliver the result however suits you: a table or JSON with the insights, a refreshing feed, API access, or a web interface. We can process data once or run a scheduled stream.

Insights we can produce

  • Summaries of reviews, comments, and documents
  • Sentiment and emotional tone
  • Classification and category tagging
  • Entity and attribute extraction
  • Product page normalization and translation
  • Content moderation and screening

We work legally and carefully

We process your data or publicly available data, respect model licenses and terms, never send more than necessary, and anonymize sensitive content where needed. We control the quality of the outputs and work under contract.

why us

Our advantages

We have worked with data for e-commerce and analytics since 2015 — and we know AI processing is only useful when the insights are accurate, reproducible, and delivered in a convenient format.

01
Collection plus processing

We don't just collect data — we run it through AI. The output is finished insights, not raw material.

02
Leading models

We work with the APIs of leading AI models and pick the best fit for the task and budget.

03
Scale

We process hundreds of thousands of records in batches, with queues, retries, and rate-limit control.

04
Insight quality

We tune prompts and validate results on a control sample — hallucinations kept to a minimum.

05
Convenient output

A table, JSON, a feed, API access, or a web interface — whatever fits your workflows.

06
Legal and security

Model license compliance, anonymization of sensitive data, and work under contract.

how we work

From request to ready-to-use data

A transparent process: we scope the project and send a data sample before work starts. No hidden fees, no surprises.

01 — REQUEST

Request

You send the data or a source and describe the insight you need — summaries, sentiment, tags.

02 — PILOT

Pilot and estimate

We run part of the data through the model, show you the insights, and assess quality, cost, and timeline.

03 — LAUNCH

Setup and launch

We tune the prompts, logic, and output format, then run the full data volume through the model.

04 — ACCESS

Results and support

You receive the insights: a table, JSON, an API, or a web interface. We maintain the pipeline and process new data on a schedule.

deliverables

What you get

The output isn't raw text — it's ready insights from AI models in the format you need.

Structured output

Summaries, tags, and scores in a table or JSON matching your schema.

Refreshing feed

Processing results arrive on a schedule and stay current.

API access

Send data through our endpoint and get finished JSON back.

Web interface

A dashboard with results, filters, search, and export.

Cleaning and normalization

We standardize the input and remove noise before processing.

Quality control

We validate insights on a sample and keep accuracy in check.

related services

More ways we can help

AI processing is one part of a larger data operation. We'll build and configure the right setup for your task.

FAQ

AI processing FAQ

Can't find the answer you need? Send a request — we reply within one business day.

Which tasks do you solve with AI?

Summaries of reviews and documents, sentiment, classification and tagging, entity and attribute extraction, normalization and translation, moderation. If your task isn't on the list, describe it — we'll pick the model and approach.

How much does AI processing cost?

Base pricing starts at $150. The final price depends on the number of sources, data volume, update frequency, protection complexity, and extra processing. We send an exact estimate and a data sample before work starts.

Whose models do you use?

We work with the APIs of leading AI models and choose the best fit for the task, accuracy, and budget. If you have a preferred model or your own API key, we'll plug it in.

What format do you deliver insights in?

A table (CSV, Excel), JSON, a refreshing feed, API access, or a ready-to-use web interface. We shape the output schema to your workflows.

How accurate are the model's outputs?

We tune prompts and validate results on a control sample to minimize errors and hallucinations. Where needed, we add checks, rules, and a second model for cross-verification.

contact

Tell us about your project — we'll send a data sample

Describe the source and the fields you need. Within one business day we'll come back with an estimate and a sample export in your format.

Emailorder@scraping.pro
LocationsGeorgia · Hong Kong

We reply within one business day.