Generative AI Market Perception Maps

Emerging Market Perception Map Series powered by ConceptMiner

■ Overview

Generative AI Market Perception Maps are a collection of companies, technologies, use cases, and products in the generative AI market that have been structured using ConceptMiner’s Growing Batch Neural Gas + Minimum Spanning Tree technology, and organized into multiple Perception Maps (conceptual structure maps).

This is not a typical research report. It is a completely new type of knowledge product that uses large-scale language models (LLMs) and data mining technology to structure and conceptually map text information and supplementary data collected from the internet. This provides quick and in-depth insight into the overall picture and structure of the generative AI market, including participating companies, technological trends, and challenges, and helps you formulate your company’s strategy.

■ Release date

January 9, 2026 (First release: Version 1.0)

After that, we plan to release several updated versions (1.1/1.2) including additional models.

■ Included Perception Maps (examples)

Because the Generative AI field has many companies and complex categories,
we will gradually release approximately 30-35 models across Versions 1.0-1.2.

Below are some representative examples (subject to adjustments at the time of official release).

Models(sample)

  1. Platform LLM Vendor Positioning Map
    (Structural Comparison of Major LLMs, Features, and Applications)
  2. Open Source LLM/Closed LLM Classification Map
    (Bipolarized Ecosystem Structure)
  3. Multimodal AI Model Technology Map
    (Integrated Models for Images, Video, Audio, and Text)
  4. RAG/Vector DB Infrastructure Map
    (Document-Based Technology Structure)
  5. Generative AI x Productivity Tools Map
    (Document Generation, Summarization, Email Support, etc.)
  6. Industry Use Case Map (Medical/Legal/Education)
    (Application Cluster Breakdown)
  7. Strategic Positioning Map of Generative AI Players
    (Structural Relationships from Large Companies to Startups)

■ Notable trends (analysis and commentary)

The generative AI market is undergoing the following structural changes simultaneously.
The Perception Maps in this theme are optimized to understand these changes as “structures.”

1. “Multimodal” models become the standard

AIs are rapidly moving from text-centric LLMs to integrated multimodal models
that include images, video, audio, and code.

2. The rapid rise of the open source model

HuggingFace models, Qwen, Llama, and others are rapidly expanding,
and the polarization with closed models is becoming clearer.

3. Integration with Agentic AI (multi-agent)

We are moving from an era in which generative AI operated independently
to a framework in which multiple AIs share roles and accomplish tasks.
Connection with workflow AI/business automation is progressing.

4. Inference cost optimization (cost war) is in full swing

Companies are competing in the following areas:

  • Model Lightweighting
  • New AI Chip
  • Local Inference

5. Use case boundaries are blurring and multi-layered structures are proliferating

The scope of generative AI adoption is rapidly expanding,
and the three-layer structure of “application (use case) → technology → company” is becoming more complex.

In this series, we visualize them as the structure of GNG-MST.

■ Deliverables

1.Shared Browser Access Model (Perception Maps)

No ConceptMiner license required.
Interactive operation possible from the provided URL.

2. Thematic Overview Report (PDF).

  • Overall Market Structure
  • Overview of Each Model
  • Explanation of Key Trends
  • Data Collection Methodology Overview
    (PDF updates will be distributed upon update)

3. Version update notification (email)

Version 1.0 → 1.1 → 1.2
Release information for additional models and clusters will be released.

■ Price and Purchase

  • Regular Price: USD 2,300
    Pre-order Price: USD 1,955 (until December 20, 2025)
  • Pay online through Stripe
  • URLs and PDF will be sent via email after publication.
  • Additional models will be automatically delivered.

■ Target users

  • New AI product planning
  • In-company AI implementation manager
  • Strategy department/R&D department
  • VC/CVC
  • Consultant/Researcher
  • Experts seeking an overview of the AI ​​market structure

■ Release Schedule

Released January 9, 2026 (first version: Version 1.0).
Versions 1.1 and 1.2 will be released between 2 and 6 weeks later.

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