# AI Web Scraping Service — Prompt to Dataset

> Quantic AI turns a prompt into a dataset: it searches Google, Bing & DuckDuckGo, maps the sites and scrapes them into clean CSV or JSON. $1 free monthly.

[Home](https://quanticdata.io/)/*AI Web Scraping Service*

Quantic AI · coming soon — the pipeline is live today

# AI web scraping service — describe the data, get a dataset

An AI web scraping service turns a plain-language request into finished data: Quantic AI plans the queries, searches three engines, maps the sites it finds and scrapes them — returning a structured dataset as CSV or JSON. You pay per delivered record, starting with $1 free every month.

[Join the Quantic AI waitlist](mailto:hello@quanticdata.io?subject=Quantic%20AI%20waitlist) [See how it works](/ai-web-scraping-service/#how-it-works)

Pay per success · $1 free every month · The same pipeline is callable today as APIs

search → map → scrape → dataset

real pipeline run · 2026-07-18

```
search("specialty coffee roasters portland")
→ 10 organic results · $0.0005
map("coavacoffee.com")
→ 77 URLs · 28 in /producers · $0.0005
scrape("coavacoffee.com/contact", extract)
→ { "company": "Coava Coffee",
    "email": "info@coavacoffee.com" } · $0.0002
```

On this page [How it works](/ai-web-scraping-service/#how-it-works) [What it is](/ai-web-scraping-service/#what-is) [Use cases](/ai-web-scraping-service/#use-cases) [Custom datasets](/ai-web-scraping-service/#custom-datasets) [Pricing](/ai-web-scraping-service/#pricing) [Comparison](/ai-web-scraping-service/#compare) [FAQ](/ai-web-scraping-service/#faq)

**3 engines**Google · Bing · DuckDuckGo, 17 verticals

**4 proxy networks**residential · mobile · datacenter · IPv6

**Pay per success**blocked pages are never billed

**CSV / JSON out**your columns, machine-readable

How it works

## From one prompt to a database, in four moves

### 1 · Search — engines united

Quantic AI expands your request into real queries a researcher would type and runs them across Google, Bing and DuckDuckGo — plus verticals like Maps, Shopping, News and Jobs — through the [SERP API](https://quanticdata.io/serp-api/). Results are merged and deduplicated into one source list.

### 2 · Map — every URL discovered

For each promising site, a map call reads sitemaps and links and returns the site's whole shape in one request — up to 5,000 URLs with per-section counts. In our real run, one call turned coavacoffee.com into 77 URLs, 28 of them in /producers.

### 3 · Scrape — only what matters

The pages worth reading go through the [scraping API](https://quanticdata.io/web-scraping-api/): residential exits, real-browser fingerprints, automatic escalation to a rendering browser on JS challenges. Content comes back as clean Markdown plus the exact fields you asked for.

### 4 · Dataset — rows, not pages

Extracted fields are validated against your columns, deduplicated across sources and delivered as CSV or JSON. Failed pages never bill; async jobs refund unused pages automatically. The result is a database built from the live web — not a stale catalog.

## What is an AI web scraping service?

**A web scraping service collects public web data for you; an AI web scraping service also does the thinking** — choosing queries, finding sources, deciding which pages to extract. Classic services quote you a project and deliver in days. Tools hand you a scraper and leave the research to you.

Quantic AI removes both trade-offs: it is self-serve like a tool and hands-off like an agency, because the researcher is a machine. Underneath it drives the same production APIs — [SERP](https://quanticdata.io/serp-api/), [scraping](https://quanticdata.io/web-scraping-api/), crawl and map — that developers and [AI agents](https://quanticdata.io/web-data-api-for-ai/) already call today.

Tool or agency? Neither. no scraper to configure, no quote to wait for — a prompt in, a dataset out, unit prices in every response

Use cases

## Whatever public data you need, it builds the table

### [Company & lead data](https://quanticdata.io/scrape-company-data/)

Company lists with sites, emails and locations — scraped from the open web and Google Maps, not bought from a stale contact vault. [Scrape company data →](https://quanticdata.io/scrape-company-data/)

### [Price monitoring](https://quanticdata.io/competitor-price-monitoring/)

Competitor prices and product catalogs as a dataset on demand — no dashboard subscription in the way. [Competitor price monitoring →](https://quanticdata.io/competitor-price-monitoring/)

### [Market research](https://quanticdata.io/market-research-data/)

Pricing, reviews and catalog data for a market you're sizing — in minutes, not a six-week research engagement. [Market research data →](https://quanticdata.io/market-research-data/)

### [Real estate](https://quanticdata.io/real-estate-data-scraping/)

Listings, prices and agent contacts from portals and agency sites, structured into your columns. [Real estate data scraping →](https://quanticdata.io/real-estate-data-scraping/)

### [Job postings](https://quanticdata.io/scrape-job-postings/)

A custom slice of the hiring market — roles, companies, locations, dates — instead of a five-billion-row license. [Scrape job postings →](https://quanticdata.io/scrape-job-postings/)

### [AI & RAG corpora](https://quanticdata.io/web-data-api-for-ai/)

Grounding, RAG ingestion and training corpora live one page over — the agent-first surface of the same platform. [Web data API for AI →](https://quanticdata.io/web-data-api-for-ai/)

## Custom dataset creation, without the sales call

Custom dataset creation services exist — as consultative projects with quotes, kickoff calls and delivery dates. Data vendors sell the opposite: enormous fixed catalogs you license and then filter, hoping your slice is in there and still fresh.

A prompt-built dataset is scoped the other way around: **your query defines the collection**, the columns are yours, the data is fetched when you ask. Need Portland's specialty coffee roasters with emails? That exact pipeline ran while building this page — three calls, $0.0012, one structured row per roaster.

Public web data extraction public pages only — no logins, no paywalls; rate-limited, geo-routed collection through networks we own

Pricing

## Pay per record, not per project

Planned launch pricing: a flat fee per delivered record — premium fields billed only when actually found — plus the pipeline's unit usage, metered live at the same list prices developers pay for the raw APIs.

**$0.03**per delivered record*standard fields: name, address, price, any on-page column*

**+$0.02**per email found*billed only when found and validated*

**+$0.05**per phone found*billed only when found and validated*

**+$0.03**per deep field*multi-page research columns*

### What will a 200-company lead list cost?

200 records × $0.03 + emails found on about 140 × $0.02 + phones on about 60 × $0.05 + roughly $0.60 of metered pipeline ≈ **$12.40**. Fields that are not found are never billed — and a blocked page costs nothing.

[Join the waitlist](mailto:hello@quanticdata.io?subject=Quantic%20AI%20waitlist)

Fields billed only when foundBudget cap on every runLive cost meter while it runsBlocked pages never billedRaw APIs stay at unit prices

## Quantic AI vs the usual ways to get web data

|  | Quantic AI | Typical scraping service / data vendor |
| --- | --- | --- |
| Getting started | type a prompt | sales call, quote, kickoff |
| Turnaround | minutes | days to weeks |
| Source discovery | searches 3 engines itself | you provide the site list |
| Scope | your query, your columns | their catalog, their schema |
| Pricing | unit prices, pay per success | project fees or annual license |
| Freshness | collected when you ask | collected on their schedule |
| Failed requests | never billed | your problem |

### Don't want to wait? The pipeline is live today

Search, scrape, crawl, map and batch are in production now — as REST APIs and as MCP tools your own AI agent can drive. Connect the [MCP server](https://quanticdata.io/web-data-api-for-ai/) to Claude or Cursor and run the exact pipeline Quantic AI automates, with $1 of free usage every month.

[Get my free API key](https://quanticdata.io/#pricing)

## FAQ

The short answers on pricing, formats and setup.

[Something else? Ask us →](mailto:hello@quanticdata.io)

### What is an AI web scraping service?

A web scraping service collects public web data for you instead of handing you tools to do it yourself. An AI web scraping service automates the human part too: Quantic AI reads your request, plans the search queries, finds the right sites, scrapes them and returns a structured dataset.

### How is this different from a web scraping API?

A scraping API fetches pages you already know; you write the code around it. Quantic AI starts one step earlier — it discovers the sources by searching and mapping, then uses those same APIs itself. If you'd rather drive, the underlying SERP, scraping, map and crawl APIs are all sold separately.

### Do I need to know how to code?

No. You describe the dataset you want in plain language — the columns, the sources if you care, the countries. Quantic AI runs the whole pipeline and delivers CSV or JSON. Developers can still hit the raw APIs or the MCP server underneath, but nothing about the service requires code.

### Is web scraping legal?

Collecting publicly accessible web data is generally lawful in most jurisdictions, but copyright, site terms and privacy laws like GDPR still apply — especially for personal data. Quantic AI collects public pages only. For your specific use case and market, get legal advice; the service gives you collection, not legal cover.

### How much does a custom dataset cost?

Planned launch pricing: $0.03 per delivered record for standard fields, plus $0.02 per email and $0.05 per phone number, billed only when the field is actually found and validated, plus the pipeline usage metered at API list prices. A 200-company list with contacts lands around $12, and a budget cap bounds every run.

### What format does the dataset come in?

Structured rows with the fields you asked for, delivered as CSV or JSON. Underneath, every API response uses one JSON envelope; page content arrives as clean Markdown and structured extraction returns exactly the fields your schema names — so the data stays machine-readable end to end.

### How does Quantic AI find the right websites?

It searches like a researcher would: multiple queries across Google, Bing and DuckDuckGo — 17 verticals including Maps, Shopping, News and Jobs — then merges and deduplicates the results. For each promising site it runs a map call to discover every URL, and only then decides which pages are worth scraping.

### Can it scrape sites that block bots?

Every request routes through QuanticData's own residential, mobile, datacenter and IPv6 proxy networks with real-browser TLS fingerprints, and escalates to a rendering browser when a page demands JavaScript. When a target still wins, you don't pay — blocked and failed requests are never billed.

### How is this different from buying a ready-made database?

Data vendors sell fixed catalogs collected on their schedule — you filter what they chose to collect. Quantic AI builds the dataset from the live web when you ask, scoped to your exact query, columns and countries. Fresh data, your schema, and no licensing negotiation for a slice you mostly won't use.

### When does Quantic AI launch?

The orchestration layer is in closed development — join the waitlist to get access when it opens. The pipeline it drives is already in production today: the SERP, scraping, map, crawl and batch APIs are live, self-serve, and exposed as MCP tools your own AI agent can use right now.

### Can I run the same pipeline myself today?

Yes. Connect the QuanticData MCP server to Claude, Cursor or any MCP-capable agent and it gets search, scrape, crawl, map, batch and seo_audit as tools — the exact pipeline Quantic AI automates. Or call the same endpoints over REST. $1 of free usage every month, no card required.

### What is public web data extraction?

It's the collection of information that any visitor can already see on public web pages — prices, listings, company details, reviews — converted into a structured format like CSV or JSON. It does not include anything behind logins or paywalls, and responsible extraction respects rate limits and privacy law.

## Ask the web. Get a dataset.

Join the Quantic AI waitlist — or start today with the live APIs and $1 free every month.

[Join the Quantic AI waitlist](mailto:hello@quanticdata.io?subject=Quantic%20AI%20waitlist)

The pipeline underneath: [SERP API](https://quanticdata.io/serp-api/) [Web Scraping API](https://quanticdata.io/web-scraping-api/) [Web Data for AI](https://quanticdata.io/web-data-api-for-ai/) [Residential Proxies](https://quanticdata.io/residential-proxies/) [Mobile Proxies](https://quanticdata.io/mobile-proxies/)

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Source: https://quanticdata.io/ai-web-scraping-service/ · Site index for AI: https://quanticdata.io/llms.txt