One-time extraction
Public directories, catalogs, pricing pages, vendor lists, market research datasets, and repetitive public-page collection.
Public web data, cleaned for real work
Turn public websites into clean spreadsheets and monitoring workflows.
Send a public website URL, example pages, and the fields you need. I review feasibility first, then quote a custom extraction, monitoring, or alerting project.
- Starter scope
- Up to 500 rows
- Delivery
- CSV, XLSX, Sheets, JSON
- Pricing
- Quoted after review
For focused data tasks
When copy-paste is too slow, but a full data platform is too much.
LazyMoai helps founders, marketers, researchers, and operators extract public website data, clean it, and deliver it in a format your team can actually use.
Services
Useful project shapes
Data cleanup
Structured columns, basic deduplication, source URL tracking, field normalization, and spreadsheet-ready formatting.
Monitoring and alerts
Recurring checks for price changes, availability, new listings, public page changes, and simple Slack, Telegram, or email alerts.
Process
Clear scope before payment
-
1
Submit the free feasibility check
Share the target URL, example page, fields, approximate row count, intended use, and deadline.
-
2
I review fit and risks
I check whether the data is public, technically practical, ethically acceptable, and scoped clearly enough.
-
3
You receive a custom quote
If it fits, I send scope, deliverables, timeline, price, and a dedicated Gumroad payment link.
-
4
Work begins after approval
Once the scope and payment are approved, I extract, clean, package, and deliver the agreed output.
Deliverables
Structured output, not a messy dump
- Clean CSV, XLSX, Google Sheet, JSON, or approved structured format
- Columns based on requested fields
- Basic formatting, cleanup, and deduplication
- Source URL column when useful
- Short notes on data quality or extraction limits
Boundaries
Public data only
Good fit
- Public websites
- Simple dynamic pages
- Business research
- Product and pricing data
- Reasonable monitoring frequency
Not accepted
- Login-required or paywalled content
- Private or restricted data
- Personal data harvesting
- Social media scraping
- CAPTCHA bypass guarantees
FAQ
Common questions before submitting a request
How does the free feasibility check work?
Submit your target public website URL, example pages, requested fields, approximate data size, and intended use.
I’ll review whether the data can be extracted safely and practically. If the request is a good fit, I’ll send you a confirmed quote, scope, timeline, and checkout link before any paid work begins.
Is the free feasibility check a free sample?
No. The free feasibility check is a project review, not a free data extraction or sample delivery.
I review the website, requested fields, approximate data size, intended use, and technical or ethical risks. If the project is a good fit, I’ll send a quote before starting the work.
How much does it cost?
Pricing depends on the website, data volume, requested fields, cleanup needs, output format, and whether monitoring or alerts are required.
Starter one-time extraction projects usually start at US$99 after review. Larger or more complex projects may be quoted at US$199, US$399, or higher.
Recurring monitoring projects are quoted separately based on update frequency, number of websites, alert rules, and maintenance requirements. No paid work begins until the scope, price, and timeline are approved.
What websites can you extract data from?
I work with publicly accessible websites where the requested data can be reviewed safely and practically.
- Public directories
- Product catalog pages
- Pricing pages
- Vendor or supplier listings
- Public market research pages
- Public business listings
- Public pages with structured or semi-structured data
Every request is reviewed before quoting.
Can you extract data from any public website?
Not always. Even if a website is public, I still review technical feasibility, data structure, website stability, data sensitivity, ethical concerns, and whether the requested scope is reasonable.
Some public websites may be declined if extraction is too risky, unreliable, unclear, or likely to overload the website.
Do you work with login-required or paywalled websites?
No. This service is for publicly accessible website data only.
- Login-required websites
- Private or restricted data
- Paywalled data
- Personal data harvesting
- Social media scraping
- CAPTCHA bypass guarantees
- Sensitive or illegal data requests
- Websites where extraction would create legal, ethical, or technical concerns
What output formats do you support?
Depending on the approved scope, delivery can include:
- CSV
- XLSX
- Google Sheet
- JSON
- Other approved structured formats
For monitoring projects, delivery may also include scheduled Google Sheet updates, recurring exports, email notifications, Slack alerts, or Telegram bot notifications.
Can you provide recurring monitoring and alerts?
Yes, for approved projects. Recurring monitoring can be used for:
- Price changes
- Product availability
- New listings
- Public page changes
- Specific keyword appearances
- Field changes in public website data
Available delivery or alert options may include Google Sheet updates, CSV / XLSX / JSON exports, email notifications, Slack notifications, or Telegram bot notifications.
Monitoring projects are quoted separately and may be billed monthly depending on update frequency, website complexity, data volume, alert rules, and maintenance needs.
Are Slack or Telegram alerts included in the Starter price?
No. Slack, Telegram, or email alerts are available only for approved monitoring projects and are quoted separately.
Alert pricing depends on how often the website needs to be checked, what changes should trigger alerts, the number of websites or pages monitored, data volume, notification format, and maintenance requirements.
The US$99 Starter price is for simple one-time extraction projects, not ongoing monitoring or alerting.
How long does delivery usually take?
Simple one-time extraction projects are usually delivered within a few business days after scope and payment are approved.
Larger projects, complex websites, cleanup-heavy datasets, or monitoring setups may take longer. The expected timeline will be included in the quote before payment.
Do you provide the scraper code?
By default, the deliverable is the extracted and cleaned data, not the scraper code.
For monitoring projects, I may also provide agreed reporting outputs, scheduled refreshes, or notifications. Code handoff, custom scripts, self-hosted automation, or API-style delivery can be discussed separately and quoted as a custom project.
What happens if the website changes?
Websites can change their structure, layout, content format, or access rules at any time.
For one-time extraction projects, the quote covers the approved scope at the time of extraction. For monitoring projects, reasonable maintenance terms will be included in the monthly scope. Major website changes, new fields, new websites, or significant workflow changes may require a new quote.
Start small
Send the target website and I’ll review feasibility first.
No paid work begins until the scope, quote, and delivery timeline are approved.
Submit Free Request