Why Managed Data Operations

The Real Choice: Who Handles the Work?

DIY (Scripts or Tools)

SaaS Platforms

PWS Managed

Who maintains it?

You do

Fix breaks when sites change

Update selectors

Monitor runs

Handle anti-bot issues

Platform does scraping You do integration

Export data

Clean & reformat

Load to your tools

We do everything

Detect & fix breaks

Monitor quality

Deliver clean files

Zero maintenance from you

Your team's time

15-25 hours/week

For 5-10 sites. Ongoing maintenance, monitoring runs, fixing breaks when sites change. (Doesn't include initial scraper creation.)

5-10 hours/week

For 5-10 sites, 1000+ SKUs. Daily exports, fixing missing data, cleaning formats, dealing with incomplete records, loading to BI tools.

30 min - 1 hour/week

For any size project. Review delivered file, spot-check data. Done.

Data output

Raw data dumps
You validate, clean, and prep for analysis

Dashboard views
Still need to export + reformat for your tools

Decision-ready files
Delivered directly to Excel/S3/BigQuery/Sheets

Flexibility

Full control over fields

Custom logic possible

But You build & maintain it

Knowledge loss with turnover

Fixed "as-is" platform

Can't request custom changes

Limited to their field catalog

Their dashboard view, not yours

Define exactly what you need

Custom fields & business rules

Your format, your schedule

Flexible as your needs change

When it breaks

Site layout changes → you fix

Anti-bot measures → you solve

Takes 4-8 hours per site break

Data gaps during fixes

Submit ticket, wait 1-3 days

Limited to their site catalog

Still manual export work

Can't add custom workarounds

We detect & fix automatically

Adapt in 15-20 minutes

Zero data gaps

You never know it happened

When DIY Makes Sense (honest guidance)

We're transparent about when you DON'T need us.

Pick DIY if you:

Need data from 1-2 simple sites only

Have spare engineering time for ongoing maintenance

Don't need audit-ready evidence (screenshots, timestamps)

Can afford data gaps when things break

PWS makes sense when you:

Monitor 5+ sites ongoing (retailers, marketplaces, competitors)

Need audit-ready evidence for MAP enforcement or legal use

Want zero maintenance (we handle all site changes)

Need custom fields or business rules (not "as-is" platforms)

Need decision-ready data (automated QA + human review)

Want 10-15 hours/week back in your calendar

Not sure if managed is right for your situation?

We'll tell you honestly in the 15-min call.

How It Works

Who this is for

Brand Protection & Pricing Teams

Stop spending half your week maintaining scrapers. Get clean violation reports with proof—no technical work required.

Category & Merchandising Teams

Focus on assortment strategy, not fixing broken data pipelines or cleaning exports.

Small eCommerce Teams (5-15 people)

You don't have dedicated engineers. You need data that works, not another technical project to maintain.

Data & BI Teams

Reliable feeds delivered directly to your warehouse—no ETL work, no data quality fires to fight.

Cost comparison

DIY (Scripts or Tools)

SaaS Platforms

PWS Managed

Cost structure

Your engineering time (ongoing maintenance)

Per-SKU pricing (scales with catalog)

Per-site × frequency (predictable)

Example: 10 sites weekly

~$5K-7K/month (0.5 FTE engineer + infrastructure)

~$3K-8K/month (depends on SKU count)

~$1K-1.5K/month (doesn't scale with SKUs)

Your time investment

10-15 hrs/week maintenance

2-5 hrs/week export/clean

30min-2hrs/week review

Start your trial

See your data in 48-72 hours using your products and sites.

Request Sample Data

Frequently Asked Questions

Common questions about our competitive price monitoring service.

Is this a tool or service?

Managed service. We handle all scraping, quality control, and delivery. You receive decision-ready files.

What happens when the sites you're monitoring change their layout?

Sites change 2-4 times per year on average (new layouts, anti-bot measures, framework updates). With 10 sites, that's 20-40 breaking events annually.

With DIY approaches, each break requires 2-3 days of engineering time to fix. With PWS managed, we detect changes automatically and adapt within 15-20 minutes. Your data delivery continues without interruption—you never know it happened.

Will we need our engineers involved?

No. Public pages only.

Why Teams Choose Managed Data Operations