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Practical, data-driven takes on pricing, competitor monitoring, and getting real value out of web data.

E-commerceOctober 17, 2026

Price Scraping Software vs a Managed Feed: The Real Cost of DIY

Price scraping software, a DIY scraper, or a managed feed. Here is what each actually costs you, where the cheap options quietly break, and how to pick the one that fits what you are trying to do.

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GuideOctober 13, 2026

Myntra Product & Price API: Get the Data Without Building a Scraper

Myntra is a pain to scrape reliably. Here is a hosted API that returns clean Myntra product, price and stock data as JSON, so you skip the scraper and the maintenance.

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Data studyOctober 2, 2026

Who blocks AI crawlers? I checked the robots.txt of the top 1,000 sites

A snapshot of who actually blocks AI crawlers across the top 1,000 sites, which bots get shut out most, and why news publishers are the big exception.

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Open SourceSeptember 12, 2026

Free Shopify Scraper (Open-Source Python): Export Any Store to CSV/JSON, No API Key

We built a free, open-source Shopify scraper and put it on GitHub. Point it at any Shopify store and it exports the full catalog, variants, prices, SKUs, and stock, to CSV or JSON in one command. Here is how it works.

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Web ScrapingSeptember 10, 2026

Is Web Scraping Legal? What Businesses Need to Know Before They Start

Web scraping sits in a grey area that scares a lot of businesses off. The short version is that collecting public data is common and often defensible, but how you do it decides your risk. Here is what actually matters.

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Web ScrapingSeptember 10, 2026

AI Web Scraping vs Traditional Scraping: What Actually Works

AI scraping is the buzzword of the moment, and some of it is real. But the hype hides where it breaks. Here is an honest breakdown of AI versus traditional scraping and when each one earns its place.

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Web ScrapingSeptember 10, 2026

Web Scraping API vs Building Your Own Scraper: Which Should You Use?

There are three ways to get the data: a self-serve scraping API, build it yourself, or have it built for you. The right one depends less on sticker price and more on the sites and the upkeep. Here is how to choose.

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E-commerceSeptember 2, 2026

When Your Competitor Runs Out of Stock, Who Wins the Sale?

A competitor running out of stock is one of the clearest buying signals in e-commerce, and one of the most commonly missed. Here is why it matters and how to catch it.

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E-commerceSeptember 2, 2026

How Often Should You Actually Track Competitor Prices?

More frequent is not always better. The right price-tracking cadence depends on how fast your category actually moves. Here is how to pick it.

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E-commerceSeptember 2, 2026

What MAP Monitoring Actually Catches, and Why Manual Checks Miss Most Violations

The advertised price is the easy part. The violations that quietly cost you margin hide in the cart, the coupon field, and the shipping line, and manual checks were never built to find them.

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E-commerceSeptember 2, 2026

How to Read Competitor Reviews at Scale Instead of One at a Time

Skimming a competitor's top ten reviews gives you a vibe, not a fact. The value is in the whole set: the rating distribution, the recurring complaints, and the week a number quietly moves. Here is how to read reviews the way an analyst does, not the way a shopper does.

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E-commerceSeptember 2, 2026

The Hidden Cost of Building Scrapers In-House

The first version of a scraper takes a weekend. Then the site changes, the defenses tighten, and the feed quietly breaks. Here is where the money really goes.

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E-commerceSeptember 2, 2026

The Assortment Gap Your Reports Will Never Show You

The most expensive competitor gap is the one you cannot see. A product a rival carries and you do not never appears in your own data, so it reads as demand that was never there. Here is how to catch it early.

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