{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: How ChatGPT adoption broadened in early 2026","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/94d4a776-82f7-4159-8265-1f75514bdc1a","json_url":"https://onlylabs.fyi/signals/94d4a776-82f7-4159-8265-1f75514bdc1a/signal.json","generated_at":"2026-06-08T15:45:05.712+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/94d4a776-82f7-4159-8265-1f75514bdc1a","signal_json":"https://onlylabs.fyi/signals/94d4a776-82f7-4159-8265-1f75514bdc1a/signal.json","source":"https://openai.com/signals/research/2026q1-update","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":null},"answer_pack":{"answer":"OpenAI published How ChatGPT adoption broadened in early 2026. 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High-signal details: Low traction, routine corporate blog post · How ChatGPT adoption broadened in early 2026 | OpenAI May 11, 2026 How ChatGPT adoption broadened in early 2026 Q1 data shows consumer adoption growth across inferred.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/signals/research/2026q1-update","source_host":"openai.com","occurred_at":"2026-05-11T15:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"openai.com","source":"source"},{"label":"Notability","value":"Low traction, routine corporate blog post","source":"signal"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/94d4a776-82f7-4159-8265-1f75514bdc1a/signal.json","required":true},{"label":"source","url":"https://openai.com/signals/research/2026q1-update","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Low traction, routine corporate blog post · How ChatGPT adoption broadened in early 2026 | OpenAI May 11, 2026 How ChatGPT adoption broadened in early 2026 Q1 data shows consumer adoption growth across inferred.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"How ChatGPT adoption broadened in early 2026","text":"OpenAI published How ChatGPT adoption broadened in early 2026."},{"subject":"How ChatGPT adoption broadened in early 2026","predicate":"is classified as","object":"writing signal","text":"How ChatGPT adoption broadened in early 2026 is classified as writing signal."},{"subject":"How ChatGPT adoption broadened in early 2026","predicate":"belongs to","object":"talking desk","text":"How ChatGPT adoption broadened in early 2026 belongs to talking desk."},{"subject":"How ChatGPT adoption broadened in early 2026","predicate":"has evidence coverage","object":"1 captured evidence page","text":"How ChatGPT adoption broadened in early 2026 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"94d4a776-82f7-4159-8265-1f75514bdc1a","url":"https://onlylabs.fyi/signals/94d4a776-82f7-4159-8265-1f75514bdc1a","json_url":"https://onlylabs.fyi/signals/94d4a776-82f7-4159-8265-1f75514bdc1a/signal.json","source_url":"https://openai.com/signals/research/2026q1-update","title":"How ChatGPT adoption broadened in early 2026","summary":"OpenAI published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-05-11T15:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://openai.com/signals/research/2026q1-update"]},"facets":{},"traction":{"github_stars":null,"hn_points":3,"hn_comments":0,"hn_story_id":"48112548","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://openai.com/signals/research/2026q1-update","final_url":"https://openai.com/signals/research/2026q1-update","title":"How ChatGPT adoption broadened in early 2026","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:05.712+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"How ChatGPT adoption broadened in early 2026 | OpenAI May 11, 2026 How ChatGPT adoption broadened in early 2026 Q1 data shows consumer adoption growth across inferred gender, age, and geography. Loading… Share In the first quarter of 2026, consumer ChatGPT growth broadened across age groups, continued to rise among users with typically feminine names, and deepened in more countries. This analysis covers the messages sent on ChatGPT consumer plans (Free, Go, Plus, and Pro). Because it excludes Codex and ChatGPT enterprise and education products, it understates total workplace and educational usage. ChatGPT usage broadened beyond early adopters Users with typically feminine names represented a growing share of ChatGPT usage this quarter after reaching approximate parity last year. These users account for over half of users for whom we’re able to infer gender (see gender inference methodology here⁠). The number of messages from all age groups increased with ChatGPT’s overall growth⁠. In Q1, users under the age of 35 still accounted for the largest share of total messages, but messages from users over 35 gained share this quarter. ChatGPT use spread beyond the largest and most..."},"evidence_pages":[{"url":"https://openai.com/signals/research/2026q1-update","final_url":"https://openai.com/signals/research/2026q1-update","title":"How ChatGPT adoption broadened in early 2026","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:05.712+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"How ChatGPT adoption broadened in early 2026 | OpenAI May 11, 2026 How ChatGPT adoption broadened in early 2026 Q1 data shows consumer adoption growth across inferred gender, age, and geography. Loading… Share In the first quarter of 2026, consumer ChatGPT growth broadened across age groups, continued to rise among users with typically feminine names, and deepened in more countries. This analysis covers the messages sent on ChatGPT consumer plans (Free, Go, Plus, and Pro). Because it excludes Codex and ChatGPT enterprise and education products, it understates total workplace and educational usage. ChatGPT usage broadened beyond early adopters Users with typically feminine names represented a growing share of ChatGPT usage this quarter after reaching approximate parity last year. These users account for over half of users for whom we’re able to infer gender (see gender inference methodology here⁠). The number of messages from all age groups increased with ChatGPT’s overall growth⁠. In Q1, users under the age of 35 still accounted for the largest share of total messages, but messages from users over 35 gained share this quarter. ChatGPT use spread beyond the largest and most..."}],"related_signals":[{"id":"b3668d3b-26d2-40c0-9d4f-ed1a67927aa4","url":"https://onlylabs.fyi/signals/b3668d3b-26d2-40c0-9d4f-ed1a67927aa4","source_url":"https://openai.com/index/supporting-eu-trustworthy-ai-ecosystem","title":"Supporting Europe’s work in ensuring a trustworthy AI ecosystem ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00+00:00","first_seen_at":"2026-06-11T08:00:56.140796+00:00","date_source":"rss.item_date"},{"id":"2638c0a7-b372-409c-ac72-f6d81d6464dc","url":"https://onlylabs.fyi/signals/2638c0a7-b372-409c-ac72-f6d81d6464dc","source_url":"https://openai.com/index/using-codex-to-simulate-black-holes","title":"How an astrophysicist uses Codex to help simulate black holes","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"509ea784-51ec-4ede-855b-5a4d1b27d3be","url":"https://onlylabs.fyi/signals/509ea784-51ec-4ede-855b-5a4d1b27d3be","source_url":"https://openai.com/index/openai-on-oracle-cloud","title":"Access OpenAI models and Codex through your Oracle cloud commitment","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T20:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"4f051449-87f2-466e-941e-b5918381a8fe","url":"https://onlylabs.fyi/signals/4f051449-87f2-466e-941e-b5918381a8fe","source_url":"https://openai.com/index/prc-linked-influence-operations-ai-debates","title":"PRC-linked influence operations are targeting AI debates in the US","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T12:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"4507c0c1-cb74-4bb3-b62b-5f6c2d37e20d","url":"https://onlylabs.fyi/signals/4507c0c1-cb74-4bb3-b62b-5f6c2d37e20d","source_url":"https://openai.com/index/lseg","title":"From data to decisions: how LSEG is scaling trusted AI","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T00:00:00+00:00","first_seen_at":"2026-06-10T09:18:54.26094+00:00","date_source":"rss.item_date"},{"id":"fb16aa7a-c4ef-4859-b514-0839c2f1330d","url":"https://onlylabs.fyi/signals/fb16aa7a-c4ef-4859-b514-0839c2f1330d","source_url":"https://openai.com/index/nextdoor","title":"How engineers at Nextdoor use Codex to build without limits","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-09T12:00:00+00:00","first_seen_at":"2026-06-10T07:01:28.700378+00:00","date_source":"rss.item_date"}]}