ChatGPT
ChatGPT is a generative artificial intelligence chatbot developed by OpenAI. It was released in November 2022. It uses generative pre-trained transformers (GPTs), such as GPT-5.2, to generate text, speech, and images in response to user prompts. It is credited with accelerating the AI boom, an ongoi
ChatGPT ignited the AI boom in November 2022, but the graph data reveals a product now fighting on multiple fronts. It competes directly with Anthropic's entire portfolio—Claude AI, Claude Agent, Claude Code—plus Gemini, Perplexity, and Jovida AI. Its technical stack depends on OpenAI's large language models and Nvidia's hardware, while partners like Visa and users like Ontra signal enterprise traction. The 130 total mentions (last 7d: 2) suggest a mature, less hyped product. Yet the competitive web is tightening: Claude Opus 4.6 and Gemini are named rivals, and Perplexity is eating search-adjacent use cases. ChatGPT's moat is first-mover brand equity, but its dependencies on Nvidia and its own LLM lineage create supply-chain risk. The question: can a product that defined a category outrun the six direct competitors now gunning for its core chat and agent workflows?
- ·Competes with six products (Claude AI, Claude Agent, Claude Code, Gemini, Perplexity, Jovida AI) and Anthropic as a company.
- ·Relies on Nvidia hardware and OpenAI's large language models; no alternative supplier visible.
- ·Enterprise adoption via Visa partnership and Ontra usage; 130 total mentions but only 2 in last 7 days.
- ·First-mover advantage (Nov 2022 launch) now challenged by Claude Opus 4.6 and Gemini.
- ·No recent shipments in graph data—product velocity unclear against rivals shipping agent features.
Signal Radar
Five-axis snapshot of this entity's footprint
Mentions × Lab Attention
Weekly mentions (solid) and average article relevance (dotted)
Timeline
15- Product LaunchJun 5, 2026
OpenAI launched dreaming memory system for ChatGPT that retains user preferences across sessions
View source - Product LaunchApr 16, 2026
Market share decline from 77% to 57% over past twelve months
View source- previous share:
- 77%
- current share:
- 57%
- change:
- -20 percentage points
- Research MilestoneApr 14, 2026
Research experiment using simulated teen persona 'Bridget' to probe AI mental health interaction risks
View source - Product LaunchApr 6, 2026
Being deployed in the beauty sector as 'Agentic AI' to transform customer discovery, trust-building, and conversion.
View source - Product LaunchMar 16, 2026
Successfully built a functional strategy game in Excel with a smart enemy AI, outperforming competitors in a test
View source - Research MilestoneMar 15, 2026
Reportedly used by a pet owner with AlphaFold to develop a canine cancer treatment, providing research guidance.
View source - Product LaunchMar 13, 2026
Fielding tens of millions of shopping-related queries in the U.S., reshaping product discovery
View source - Research MilestoneMar 8, 2026
Study published revealing ChatGPT provided incorrect advice in over 50% of emergency medical scenarios tested.
View source- study focus:
- medical emergency triage
- error rate:
- >50%
- institution:
- Icahn School of Medicine at Mount Sinai
- Research MilestoneFeb 21, 2026
ChatGPT-5.2 used in 'vibe-proving' workflow to prove a mathematical conjecture
View source - Product LaunchFeb 1, 2026
ChatGPT's market share fell to 56.72% in February, down from 77.43% a year ago.
- traffic share:
- 56.72%
- previous share:
- 77.43%
- Product LaunchFeb 28, 2025
ChatGPT's market share declined to 56.72% in February 2025, a significant drop from 77.43% one year prior.
- market share:
- 56.72%
- year ago share:
- 77.43%
- Product LaunchNov 1, 2022
Launched as a free, web-based conversational AI tool
View source- user growth:
- Fastest-growing consumer application in history at that time
- Product LaunchJan 1, 2022
Introduction of ChatGPT in 2022 demonstrating impressive summarization capabilities
View source
Relationships
24Developed
Uses
Competes With
Frequently appears with
10Entities that show up in the same articles — shared coverage, not a stated relationship.
Recent Articles
7Visa ChatGPT Integration Enables AI Agent Retail Purchasing
+Visa integrated with ChatGPT to let AI agents autonomously purchase retail goods. This enables conversational commerce where users delegate shopping t
96 relevanceApple’s New Siri in Camera Adds Visual Intelligence to iPhone
~Apple previewed Siri in camera with visual intelligence, per a tweet. The feature competes with Google Lens and ChatGPT vision, but details remain sca
79 relevanceOpenAI's ChatGPT 'Dreaming' Memory Retains Preferences Across Sessions
+OpenAI launched a dreaming memory system for ChatGPT that retains user preferences across conversations by compressing and replaying session data, ena
100 relevanceClaude Code Quality Drops Post-4.6, Users Report 25% Task Failure Rate
~Claude Code quality dropped post-4.6 with ~25% instruction misses. Codex offers 95% reliability but less creativity.
90 relevanceOpenAI Merges Codex into ChatGPT, Ending Standalone API
+OpenAI merges Codex into ChatGPT, discontinuing standalone API. Developers must now use chat interface for code generation.
87 relevanceClaude Reaches 30M Daily Users; Anthropic Scales
~Claude reportedly reaches 30 million daily users per a third-party claim, though Anthropic has not confirmed the figure. The milestone, if accurate, s
79 relevanceAI Model Runs Entirely on USB Stick, No Cloud Needed
-An unnamed developer built an AI on a USB stick, no internet needed. Challenges ChatGPT's cloud model.
77 relevance
Predictions
5- pendingquarter1d ago
OpenAI will announce free ChatGPT Codex for .edu email domains within 90 days
By September 2026, OpenAI will announce that ChatGPT Codex (the merged coding capability from June 2) is available for free to all students and faculty with .edu email addresses, directly targeting the MIT/Stanford pipeline that Claude Code has captured. This will be framed as 'democratizing AI for education' but is a defensive response to Anthropic's academic talent acquisition strategy.
82% - pendingquarterApr 25, 2026
OpenAI will undercut coding access again, but only in API form
Within the next quarter, OpenAI will reduce effective pricing or expand usage limits for at least one coding-relevant API tier, but it will not do so through a broad ChatGPT discount. The move will be narrowly aimed at developer retention, not consumer growth, and will look more like a tactical API response than a product reset.
91% - incorrectmonthApr 24, 2026
OpenAI will split Codex pricing from ChatGPT
Within the next month, OpenAI will make Codex materially more distinct from ChatGPT in pricing or packaging, with a separate developer-facing billing surface or usage tier. The practical result will be that coding-heavy customers stop being treated as generic ChatGPT users and start being sold a dedicated workflow product.
75% - correctmonthMar 29, 2026
ChatGPT Commerce API Launch
OpenAI will release a commerce-specific ChatGPT API or agent feature by May 31, 2026, enabling product search, comparison, and checkout integration.
92% - expiredmonthMar 26, 2026
ChatGPT Agent Update with Native Tool-Use
OpenAI will release a 'ChatGPT Agent' update with native, persistent tool-use (e.g., calculator, code interpreter, web search) and user-configurable memory within the next 8 weeks (by late May 2026).
80%
AI Discoveries
10- hypothesisactive1d ago
H: Within 2 quarters, ChatGPT's market share will drop below 50% for the first time, driven primarily b
Within 2 quarters, ChatGPT's market share will drop below 50% for the first time, driven primarily by Claude Code absorbing developer workloads and Gemini absorbing enterprise data workloads.
73% confidence - hypothesisactive1d ago
H: OpenAI will launch a free-tier ChatGPT Codex within 90 days to counter Claude Code's academic adopti
OpenAI will launch a free-tier ChatGPT Codex within 90 days to counter Claude Code's academic adoption, directly targeting MIT and Stanford with institutional licenses.
82% confidence - observationactive1d ago
Investigation: ChatGPT
Assessment: ChatGPT is in a defensive position despite being the market leader. Market share decline from 77% to 57% over 12 months signals structural erosion, not a blip. The Codex merger into ChatGPT (June 2) is a reactive move to counter Claude Code's developer traction, but the sentiment traject
70% confidence - observationactiveJun 9, 2026
[Compressed] Institutional knowledge: ChatGPT
TRAJECTORY: Our understanding of ChatGPT's trajectory shifted from expecting a single major agent update to anticipating a multi-pronged strategy involving a dedicated workspace, a formal reasoning module, and a commerce-specific API, while also flagging a high-risk domain for reliability failures.
80% confidence - observationactiveJun 7, 2026
Lifecycle: ChatGPT
ChatGPT is in 'established' phase (1 mentions/3d, 3/14d, 128 total)
90% confidence - hypothesisactiveJun 4, 2026
H: Within 6 months, a major security incident involving agent hijacking (via hidden web content) will b
Within 6 months, a major security incident involving agent hijacking (via hidden web content) will be publicly reported, leading to a 3x surge in investment in persistent memory and stateful agent architectures.
70% confidence - hypothesisactiveFeb 25, 2026
H: ChatGPT will be integrated into a high-profile, public-facing scientific or mathematical verificatio
ChatGPT will be integrated into a high-profile, public-facing scientific or mathematical verification project by a major institution (e.g., NASA, NSF, Allen Institute) within the next quarter.
65% confidence - hypothesisactiveFeb 25, 2026
H: OpenAI will launch a 'ChatGPT Enterprise Reasoning' tier or specialized module within 6-8 weeks, foc
OpenAI will launch a 'ChatGPT Enterprise Reasoning' tier or specialized module within 6-8 weeks, focused on verifiable, auditable chain-of-thought for technical and regulatory workflows.
75% confidence - discoveryactiveFeb 24, 2026
Ethan Mollick is the Canary in the Coal Mine for Enterprise AI Adoption Friction
Ethan Mollick's high trending (9 mentions) alongside OpenAI but NOT with specific products (ChatGPT 4 co-occurrences) indicates he's discussing implementation challenges, not capabilities. This signals the AI hype cycle is hitting the 'trough of disillusionment' at the enterprise layer.
80% confidence - hypothesisactiveFeb 22, 2026
H: Anthropic is executing a 'reliability wedge' strategy: using Claude Code's technical demonstrations
Anthropic is executing a 'reliability wedge' strategy: using Claude Code's technical demonstrations to attack ChatGPT's perceived instability, while positioning for DoD contracts through arXiv safety papers.
80% confidence
Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W17 | 0.20 | 4 |
| 2026-W18 | 0.10 | 1 |
| 2026-W20 | 0.40 | 1 |
| 2026-W21 | 0.27 | 6 |
| 2026-W23 | 0.30 | 3 |
| 2026-W24 | 0.20 | 2 |