Target Intelligence
A market research tool that collects public web pages only from targets a person has approved, follows crawling rules, and turns the results into reports with sources.
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About the project
Target Intelligence is a tool HankyeulLab built for its own market research. Given a research goal, the AI organizes the scope and suggests targets, but collection only starts after a person approves each target one by one.
While collecting, it checks robots.txt on every request, waits two seconds between requests to the same site and caps the number of pages per site. Sentences in the report carry their sources, and items without evidence are left blank rather than made up.
- Operated by
- HankyeulLab (in-house)
- Project type
- Our role
- Planning, Development, Operations
- Website
- crawling.hankyeul.com
Collect only what is approved, report with sources
Framing the question
From a written research goal, the AI sets the objective, scope and period and asks back when something is unclear.
Suggested targets, human approval
Suggested targets are added with collection switched off. A person approves them one at a time and records a reason when excluding one.
Check before collecting
Before a run starts, the tool lists the sites it will visit and the expected number of requests, and runs only after confirmation.
Change detection
When a page is collected again, changes to its title or main text are flagged.
Market entry scoring
Ten criteria are scored from 1 to 5, and the overall score stays empty if any criterion lacks evidence.
Reports with sources
Results become an HTML report in 25 sections, with source links and labels for estimates and items that need review.