{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Achieving 10x growth with agentic sales prospecting","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/962c8600-c371-49a8-9185-8eb889247acd","json_url":"https://onlylabs.fyi/signals/962c8600-c371-49a8-9185-8eb889247acd/signal.json","generated_at":"2026-06-08T15:46:02.193+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/962c8600-c371-49a8-9185-8eb889247acd","signal_json":"https://onlylabs.fyi/signals/962c8600-c371-49a8-9185-8eb889247acd/signal.json","source":"https://openai.com/index/clay","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"OpenAI published Achieving 10x growth with agentic sales prospecting. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Achieving 10x growth with agentic sales prospecting | OpenAI Clay Clay achieves 10x growth by reinventing data enrichment and sales outreach with OpenAI. Share.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Product and customer in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/clay","source_host":"openai.com","occurred_at":"2024-06-18T07:00:00+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":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"sales","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool 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themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which data-business lane explains this signal: Product and customer?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally 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strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Achieving 10x growth with agentic sales prospecting","text":"OpenAI published Achieving 10x growth with agentic sales prospecting."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"is classified as","object":"writing signal","text":"Achieving 10x growth with agentic sales prospecting is classified as writing signal."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"belongs to","object":"talking desk","text":"Achieving 10x growth with agentic sales prospecting belongs to talking desk."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Achieving 10x growth with agentic sales prospecting has evidence coverage 1 captured evidence page."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"matches data-business lanes","object":"Product and customer","text":"Achieving 10x growth with agentic sales prospecting matches data-business lanes Product and customer."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has captured page count","object":"1","text":"Achieving 10x growth with agentic sales prospecting has captured page count 1."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has readable page count","object":"1","text":"Achieving 10x growth with agentic sales prospecting has readable page count 1."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has related signal count","object":"6","text":"Achieving 10x growth with agentic sales prospecting has related signal count 6."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Achieving 10x growth with agentic sales prospecting has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has source host","object":"openai.com","text":"Achieving 10x growth with agentic sales prospecting has source host openai.com."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has lab","object":"OpenAI","text":"Achieving 10x growth with agentic sales prospecting has lab OpenAI."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has signal desk","object":"talking","text":"Achieving 10x growth with agentic sales prospecting has signal desk talking."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has source 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Achieving 10x growth with agentic sales prospecting | OpenAI Clay Clay achieves 10x growth by reinventing data enrichment and sales outreach with OpenAI. Share.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Achieving 10x growth with agentic sales prospecting","text":"OpenAI published Achieving 10x growth with agentic sales prospecting."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"is classified as","object":"writing signal","text":"Achieving 10x growth with agentic sales prospecting is classified as writing signal."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"belongs to","object":"talking desk","text":"Achieving 10x growth with agentic sales prospecting belongs to talking desk."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Achieving 10x growth with agentic sales prospecting has evidence coverage 1 captured evidence page."},{"subject":"Achieving 10x growth with agentic sales prospecting","predicate":"matches data-business lanes","object":"Product and customer","text":"Achieving 10x growth with agentic sales prospecting matches data-business lanes Product and customer."}]},"signal":{"id":"962c8600-c371-49a8-9185-8eb889247acd","url":"https://onlylabs.fyi/signals/962c8600-c371-49a8-9185-8eb889247acd","json_url":"https://onlylabs.fyi/signals/962c8600-c371-49a8-9185-8eb889247acd/signal.json","source_url":"https://openai.com/index/clay","title":"Achieving 10x growth with agentic sales prospecting","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":"2024-06-18T07:00:00+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/index/clay"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":13,"matched_terms":["sales"],"reason":"OpenAI has a writing signal matching product and customer."}},"primary_evidence_page":{"url":"https://openai.com/index/clay","final_url":"https://openai.com/index/clay","title":"Achieving 10x growth with agentic sales prospecting","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:02.193+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Achieving 10x growth with agentic sales prospecting | OpenAI Clay Clay achieves 10x growth by reinventing data enrichment and sales outreach with OpenAI. Share Successful go-to-market (GTM) teams need comprehensive, high-quality data, but the process of gathering, validating, and enriching this data is typically fragmented across many tools. This bottleneck slows the pace of sales outreach. Clay⁠ helps GTM teams scale their outreach by centralizing lead information and enabling personalized messaging. Clay integrated with GPT‑4 to create Claygent, an AI agent that can research anything. Claygent visits websites to find and summarize relevant information, replicating how sales development researchers operate, but much faster and cheaper. With Claygent, a single person can handle the work of an entire team. The company has achieved 10x year-over-year growth for each of the past two years, with over 100 thousand users including major customers like Intercom, Verkada and Notion. Building Claygent: An AI-powered sales research tool using GPT-4 GTM teams often struggle with fragmented data and manual tasks that slow down their outreach efforts. As Kareem Amin, co-founder and CEO of..."},"evidence_pages":[{"url":"https://openai.com/index/clay","final_url":"https://openai.com/index/clay","title":"Achieving 10x growth with agentic sales prospecting","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:02.193+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Achieving 10x growth with agentic sales prospecting | OpenAI Clay Clay achieves 10x growth by reinventing data enrichment and sales outreach with OpenAI. Share Successful go-to-market (GTM) teams need comprehensive, high-quality data, but the process of gathering, validating, and enriching this data is typically fragmented across many tools. This bottleneck slows the pace of sales outreach. Clay⁠ helps GTM teams scale their outreach by centralizing lead information and enabling personalized messaging. Clay integrated with GPT‑4 to create Claygent, an AI agent that can research anything. Claygent visits websites to find and summarize relevant information, replicating how sales development researchers operate, but much faster and cheaper. With Claygent, a single person can handle the work of an entire team. The company has achieved 10x year-over-year growth for each of the past two years, with over 100 thousand users including major customers like Intercom, Verkada and Notion. Building Claygent: An AI-powered sales research tool using GPT-4 GTM teams often struggle with fragmented data and manual tasks that slow down their outreach efforts. As Kareem Amin, co-founder and CEO of..."}],"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"}]}