Hash scraper technology blog

How to manage franchise store sales and reviews through delivery platform crawling

How to manage franchise store sales and reviews through delivery platform crawling

Managing becomes difficult as the number of stores increases When the number of stores exceeds 50, it becomes difficult to check the sales and reviews of each store individually. Running a franchis...

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2025 Food Trends Discovered from Naver Blog Data

2025 Food Trends Discovered from Naver Blog Data

The keywords "low price" and "zero" have emerged as popular restaurant keywords An analysis of tens of thousands of restaurant-related posts on Naver blogs revealed an interesting shift. Changes in...

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How to use e-commerce crawling to identify fashion trends and utilize them for product planning

How to use e-commerce crawling to identify fashion trends and utilize them for product planning

How do you decide which items to push in the next season? I can sense what's selling well these days, but it's difficult to confirm with data. In the fashion industry, trends change rapidly. Inform...

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How to discover influencers and collect content data through SNS crawling

How to discover influencers and collect content data through SNS crawling

How do you find influencers that fit our brand? "I want to do influencer marketing, but it takes too long to find the right influencers." Influencer marketing has become essential. However, it is n...

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What is the NIST AI Agent Standard Initiative? Comprehensive guide to the three axes and MCP security standardization (2026)

What is the NIST AI Agent Standard Initiative? Comprehensive guide to the three axes and MCP security standardization (2026)

The NIST AI Agent Standards Initiative is a program for standardizing AI agents officially launched by the NIST Center for AI Standards Innovation (CAISI) under the National Institute of Standards ...

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FTC AI Policy Statement March 2026 - 5 Regulatory Areas Web Crawling Companies Should Know

FTC AI Policy Statement March 2026 - 5 Regulatory Areas Web Crawling Companies Should Know

On March 11, 2026, the FTC will announce an official policy statement regarding AI. This statement provides an official interpretation of how Section 5 of the existing FTC Act applies to AI systems...

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UK AI Copyright Report to be Released on March 18 — Comprehensive Guide for Web Scraping/Data Collection Companies

UK AI Copyright Report to be Released on March 18 — Comprehensive Guide for Web Scraping/Data Collection Companies

TL;DR - On March 18, 2026, the UK government will release a report on AI copyright and economic impact as a legal obligation. - Out of 11,500 consultation responses, 88% supported "Mandatory Full L...

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2026 Instagram Crawling Complete Guide: API vs Web Scraping vs Service Comparison

There are three ways to collect Instagram data as of 2026: Official Graph API, Python web scraping, and professional crawling services. With the complete discontinuation of the Basic Display API at...

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We do not directly deduct balances - Reasons for choosing a ledger-based SaaS billing architecture

We do not directly deduct balances - Reasons for choosing a ledger-based SaaS billing architecture

In SaaS credit billing, directly modifying the balance column is fast but risky. Hashscrapper records all deductions as history (ledger) and calculates the balance by summing up the history, using ...

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