G2B Market Developer Notes

Major product and data changes, recorded like patch notes.

These notes summarize major G2B Market product, search, page, account, and operations changes. They focus on user-visible service direction.

01Fast and clear

Avoid expensive fallbacks when a result is not reliable.

02Careful wording

Public information is organized with careful wording around sensitive records.

03Search and AI ready

Company pages are structured for search engines and AI discovery.

Service direction

From repeated search to alerts, then company discovery.

G2B Market started from a workflow where users repeatedly searched for procurement opportunities, then searched company names again to understand potential business leads. The service is moving toward alerts first, followed by company detail pages that help users understand each business context.

2023-2024 is recorded as the early product direction period.

2026.09.29

Company detail, advertising, and information request improvements

Detail/Operations

We redesigned company detail pages and company-specific visuals to make information easier to read and share, and refined the company introduction showcase and advertising flow. We also rechecked that edit and visibility requests continue through the existing review process.

  • Improved company detail layouts and sharing images around company names and business descriptions
  • Added company introduction, Sandoll Canvas, and Jonmatdori showcase examples to the detail advertising area
  • Reviewed Google Auto ads integration and excluded routes for public content pages
  • Verified that edit and visibility request forms, required fields, and administrator review remain available
  • Prevented record matching and collection error messages from appearing directly as company descriptions

2026.09.14

Company business record matching and list display improvements

Detail/Data

We strengthened how companies are matched to KONEPS business records and simplified the lists on company detail pages. Record lookup and page loading were also reviewed.

  • Strengthened company identity checks to reduce confusion between businesses with the same name
  • Refined business record matching using KONEPS source data
  • Kept lists focused on project names while reducing unnecessary status labels and explanations
  • Fixed loading placeholders that remained after records were displayed
  • Improved record lookup paths and checked desktop and mobile displays

2026.07.05

Main feed and recommendation response improvements

Recommendation/Performance

The main page recommendation flow was refined so users can more reliably check companies related to recent views, procurement notices worth reviewing, and new business records from saved companies.

  • Improved response speed for recommendations based on recently viewed companies
  • Refined procurement recommendations using company context and business keywords
  • Added clearer refresh guidance for saved-company feeds and recommended procurement notices
  • Strengthened response rules so searches avoid unnecessarily long waits

2026.06.27

Procurement data backfill for 2023-2025

Data cleanup

We reinforced 2023, 2024, and 2025 procurement bid, notice, and pre-notice data. The work turned out to require more cleanup than expected, and we will stabilize the remaining data flow as quickly as possible.

  • Backfilled procurement bid data for 2023, 2024, and 2025
  • Expanded notice and pre-notice data used for company-level business context analysis
  • Contract data cleanup remains; once completed, the site will provide more reliable analysis from 2023 onward
  • We will continue the remaining cleanup and service stabilization as quickly as possible

2026.06.26

Detail page speed and search cost improvements

Performance/Cost

Company detail pages were optimized to feel faster while reducing unnecessary search traffic from automatically generated business-context links.

  • Reduced transfer size for key JavaScript and CSS resources used by detail pages
  • Improved first-load experience after fresh visits or new deployments
  • Removed automatic search links from the business information area to reduce unnecessary search-page visits and API calls
  • Kept the business-context explanation so company pages remain readable

2026.06.21

Procurement and company data refinement for recommendations

Data/Recommendation

Procurement records and company profiles were refined to connect each company with more reliable business context and improve recommendation quality.

  • Refined roughly 30 million procurement information records
  • Improved company business context from roughly 210,000 company profiles
  • Improved recommendation quality using refined company and procurement signals

2026.06.20

Faster and more conservative company search

Search

Search now favors exact company names and business numbers, returning empty results quickly when there is no reliable match.

  • Exact-match first company search
  • Fast empty results for missing queries
  • Clearer search results for users

2026.06.14

Company detail readability and trust improvements

Detail

Company detail pages were reorganized around overview, business context, relationships, and reference sections, with better mobile navigation.

  • Mobile table of contents improvements
  • Correction and visibility request screens
  • More careful wording for sensitive business records

2026.06.07

Broader business search coverage

Search

Search and guidance were improved so users can discover a wider range of Korean businesses by company name and business context.

  • Prepared broader business-type coverage
  • Reduced duplicate-looking search results
  • Improved the path from search to readable business information

2026.05.31

Related company recommendations and search stability

Recommendation

Related company discovery was improved while keeping search interactions more stable for users.

  • Improved related company presentation
  • More stable search responses
  • Reduced unnecessarily heavy recommendation flows

2026.03.15

Search visibility, collaboration, account, and procurement search improvements

Platform

The service gained clearer company pages, collaboration banners, social login, company verification, and procurement search refinements.

  • Clearer company page titles and sharing metadata
  • Banner collaboration and shorts/card-news workflows
  • Social login and company email verification

2025.12.28

Nara bid alert, company login, and mobile improvements

Foundation

Core Nara procurement alert features, company login, mobile screens, and early related-project search were introduced and stabilized.

  • Bid search and mailing UI
  • Company login
  • Mobile and related-project search improvements

2024.12.29

Early product direction

Early work

This period is recorded as the early product planning phase for company-centered search and alerts.

  • Company-centered search direction
  • Ideas for reducing repeated procurement searches
  • Foundation for later alerts and company pages
@Team G2B Market    |    
break8524@gmail.com |         |    

G2B Market is a Korean G2B company search service for exploring public procurement context, business profiles, products, services, and related companies.

You can review the data usage guidelines from the "View guidelines" button on detail pages at any time.

All data is organized through internal collection and processing based on public data and external sources, and may differ from current real-world status. Errors or exposure issues can be submitted through the edit/hide process on detail pages.

© 2026 G2B Market. All data is organized and processed according to internal standards based on public data and external sources. Unauthorized collection, storage, reprocessing, or redistribution is prohibited. Please review the guidelines on each detail page for more information.