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LinkedIn Post Scraper: What Actually Comes Back
Posts, reactions and comments are three billing decisions in one call. A live run shows the fields, and the two flags that quietly multiply the bill.
Web Scraping vs API: You Are Choosing a Maintainer
Both end in an HTTP request returning the same facts. What differs is who owns the parser when the page changes, and whether anyone promised you anything.
XPath Cheat Sheet: The Dozen Expressions That Survive
Most XPath references list what the spec allows. This lists what still matches after a redesign, ranked by how long each anchor survives.
Zillow Scraper: What One Listing Record Carries
A live search returns zpid, unformatted price, beds and the detail URL. Five endpoints split by intent, and the sold one is the underrated half.
Soku Runs the Campaign. The Auction Sits Outside It.
One small advertiser shares a single keyword with a bidder running 198,105 of them. An ad agent optimising inside its own account cannot see that.
Bing SERP Tracker: What to Use After the API Retired
Microsoft retired the Search API, so a Bing position now comes from three places. One is free and first-party, and most articles do not mention it.
Browser Automation When the Site Has No API
Check the premise first. The site owner has no API, but somebody may already have an endpoint for it, and a browser is the most expensive answer available.
Job Scraping Software: There Is No Single Job Feed
Postings are fragmented across boards by design, and no endpoint covers all of them. Pick per board, and the schema differences are the real work.
TinyCommand Asks One Question. The API Fills Twenty-Six.
One domain went in. Twenty-six fields came back, including a 43-item tech stack. Every one of them is a question the form no longer has to ask.
Node Unblocker: What It Does, and What It Does Not
A proxy you host still leaves from your address. It changes the code path, not what refused you. Its own README lists the sites it cannot handle.
SERP History: Track the Page's Shape, Not Just Your Rank
A flat position line hides the month an AI Overview appeared and took the clicks. We have 45 keywords on page one and zero clicks. Here is what to record.
Brave Search API: Check What You Are Allowed to Keep
An independent index at a fair price, with one clause that decides whether it fits: result storage is granted per plan, and most builds need to store.
Google Search URL Parameters: What Still Works in 2026
Google silently killed num in September 2025. Here is the current list, which ones are official, and which are community guesses you should not depend on.
What Is the Best Instagram API in 2026?
Four products answer to the name: Meta's Graph API, the private mobile API, hosted actors, metered endpoints. One question decides which.
TikTok Scraper: Which Endpoint for Which Question?
Profiles, videos, comments and search are four jobs with four cost curves. And the creator arrives nested inside every post, which changes the design.
Web Scraping Services: Should You Hire This Out?
A managed service is priced against the value of your data, not the cost of the requests. Three questions decide whether that is a bargain or a markup.
Bright Data MCP: What Are You Actually Installing?
Sixty-nine tools arrive in one install, and every definition sits in the model's context before the agent does anything. When that trade is worth it.
Clay Alternatives: You Are Buying the Waterfall
Clay's product is not the data, it is the fall-through logic between providers. Once they share a balance, that logic is about twenty lines of code.
ElevenLabs Alternatives: Price, Voice, or Plumbing?
Three different complaints hide under one search. Only one of them needs a different provider, and the other two have cheaper fixes on the same one.
Rank Tracking API: The Hard Part Is Not the Fetch
Getting today's position is one cheap call. The product is yesterday's position, identical parameters, and knowing what moved. Here is the whole shape.
Gradium Holds the Call. A Batch TTS API Renders the Rest.
Ten measured calls to a batch text to speech endpoint. The fastest never beat 3.05 seconds, and the model mattered more than four times the text.
B2B Data Providers: Buy the Dataset or Call the API?
A dataset and an enrichment API are the same rows with a different contract. What changes is who carries the staleness and who pays for unread records.
Crawl4AI: When Should You Run Your Own Crawler?
Crawl4AI does the parsing for free. The bill is the fleet you run around it. A decision rule for when to self-host a crawler and when to call one.
Is Web Scraping Legal? What the Rulings Actually Say
Four US cases decided the modern law of scraping and none of them turned on scraping. They turned on login, publicness, copying and circumvention.