When submitting a crawling budget for approval, the most common phrase is, "We reduced costs by this much." But that sentence covers only half of the ROI case—and the smaller half at that. The real...
Price is not something to watch—it is something to protect. This is not about comparing competitor prices. It is about monitoring whether my brand's products are leaking below policy prices (recomm...
Agents are smart. The problem is that the web is messy. At 2 a.m., your AI agent visits a site to check competitor prices. But the site shows CAPTCHAs, changes its HTML structure, and blocks bots. ...
"Recommend me a tool for automating web data collection." When you search, a list pours out. The problem is, all the lists end at the same point. After installing the tool, creating rules, and sche...
The first thing a team that decides to build its own sLLM usually does is "crawl." They scrape millions of pages, boast about the volume of text, and declare, "Corpus secured." Then, the moment the...
"Recommend a place that does ○○ well." What customers used to type into a search bar, they now ask ChatGPT. The response listed three places. We were not among them. With search, even if we ranked ...
You've probably read about ten comparison articles. But you still haven't made any decisions. It's not because of lack of information. It's because you believe that once you make the wrong choice, ...
When “We Want to See Competitor Data on Our Dashboard Too” Reaches the Data Team Internal sources are stable. We control the schema, changes are announced through release notes, and there are repro...
The Pipeline That Was Fine Until Yesterday Is Empty This Morning This rarely happens with internal sources. Changing a schema requires alignment, removing a column comes with advance notice, and wh...
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