{"publication":"The Agentic Daily","topic":"marketing","date":null,"available_topics":[{"id":"marketing","label":"Marketing","description":"Growth, SEO, content, ads, social, brand, lifecycle, and customer research agents.","feed_path":"/api/feed/daily?topic=marketing"},{"id":"engineering","label":"Engineering","description":"Coding agents, developer tools, CI, QA, infra, DevOps, and software delivery workflows.","feed_path":"/api/feed/daily?topic=engineering"},{"id":"sales","label":"Sales","description":"Outbound, CRM, enablement, demos, revenue operations, and account research agents.","feed_path":"/api/feed/daily?topic=sales"},{"id":"research","label":"Research","description":"Web research, deep research, monitoring, analyst, competitive intelligence, and synthesis agents.","feed_path":"/api/feed/daily?topic=research"},{"id":"legal","label":"Legal","description":"Contract review, compliance, policy, privacy, and legal operations agents.","feed_path":"/api/feed/daily?topic=legal"},{"id":"finance","label":"Finance","description":"Accounting, FP&A, procurement, billing, reporting, and financial operations agents.","feed_path":"/api/feed/daily?topic=finance"},{"id":"security","label":"Security","description":"Security operations, identity, vulnerability, governance, and risk workflows.","feed_path":"/api/feed/daily?topic=security"},{"id":"design","label":"Design","description":"Product design, UX, creative, prototyping, research, and asset generation agents.","feed_path":"/api/feed/daily?topic=design"},{"id":"model_updates","label":"Model Updates","description":"Model releases, evals, pricing, API behavior, context windows, and provider changes.","feed_path":"/api/feed/daily?topic=model_updates"},{"id":"mcp","label":"MCP","description":"MCP servers, registries, protocol updates, connectors, and tool surfaces.","feed_path":"/api/feed/daily?topic=mcp"},{"id":"agent_platforms","label":"Agent Platforms","description":"Agent builders, orchestration platforms, identity, memory, inboxes, and deployment surfaces.","feed_path":"/api/feed/daily?topic=agent_platforms"},{"id":"automation","label":"Automation","description":"Workflow automation, RPA, browser automation, operations, and recurring task agents.","feed_path":"/api/feed/daily?topic=automation"},{"id":"coding_agents","label":"Coding Agents","description":"Autonomous coding, code review, repository agents, test generation, and software maintenance.","feed_path":"/api/feed/daily?topic=coding_agents"}],"generated_at":"2026-08-27T16:55:32.154Z","updates":[{"id":"cmrbaqoio003748tzaavnmupl","type":"launch","title":"OpenAI Deep Research makes research agents a mainstream product surface","slug":"openai-deep-research-agent-analyst","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"OpenAI Deep Research","slug":"openai-deep-research","type":"agent"},"summary":"Use when tracking research agents that can gather sources, inspect evidence, and produce cited reports for knowledge work.","why_it_matters":"Research agents are one of the clearest daily-use agent categories: they combine browsing, source evaluation, synthesis, and human-facing output.","recommended_for":["research_agent","market_research","analyst_agent"],"scores":{"trust":90,"relevance":94,"freshness":96,"editorial":99},"sources":[{"url":"https://openai.com/index/introducing-deep-research/","type":"primary","credibility":90}],"topics":["marketing","engineering","research","coding_agents"],"full_rundown":"OpenAI Deep Research makes research agents a mainstream product surface. OpenAI describes Deep Research as an agentic ChatGPT capability that can independently browse, analyze, and synthesize many sources into a report. Research agents are one of the clearest daily-use agent categories: they combine browsing, source evaluation, synthesis, and human-facing output.","operational_relevance":"Use when tracking research agents that can gather sources, inspect evidence, and produce cited reports for knowledge work.","use_when":["research_agent","market_research","analyst_agent"],"do_not_use_when":["No primary source is available.","The task does not involve launch, tool discovery, or workflow selection."],"affected_workflows":["research_agent","market_research","analyst_agent"],"agent_actions":["Refresh working memory for marketing, engineering, research, coding_agents.","Consider OpenAI Deep Research when a task matches research_agent, market_research, analyst_agent.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=OpenAI%20Deep%20Research","/updates/openai-deep-research-agent-analyst","/entities/openai-deep-research"],"source_evidence":[{"url":"https://openai.com/index/introducing-deep-research/","type":"primary","credibility":90,"note":"Primary or high-credibility source for this update."}]},{"id":"cmrbaqxi0005p48tz74csnxvo","type":"launch","title":"OpenAI Deep Research reinforces research agents","slug":"openai-deep-research-agent","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"OpenAI Deep Research","slug":"openai-deep-research","type":"agent"},"summary":"Use when tracking deep research as a mainstream agent category.","why_it_matters":"Research is one of the clearest user-facing agent workflows.","recommended_for":["research_agent","market_research"],"scores":{"trust":86,"relevance":88,"freshness":84,"editorial":84},"sources":[{"url":"https://openai.com/index/introducing-deep-research/","type":"primary","credibility":86}],"topics":["marketing","engineering","research","automation","coding_agents"],"full_rundown":"OpenAI Deep Research reinforces research agents. OpenAI Deep Research turns research prompts into multi-source reports. Research is one of the clearest user-facing agent workflows.","operational_relevance":"Use when tracking deep research as a mainstream agent category.","use_when":["research_agent","market_research"],"do_not_use_when":["No primary source is available.","The task does not involve launch, tool discovery, or workflow selection."],"affected_workflows":["research_agent","market_research"],"agent_actions":["Refresh working memory for marketing, engineering, research, automation, coding_agents.","Consider OpenAI Deep Research when a task matches research_agent, market_research.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=OpenAI%20Deep%20Research","/updates/openai-deep-research-agent","/entities/openai-deep-research"],"source_evidence":[{"url":"https://openai.com/index/introducing-deep-research/","type":"primary","credibility":86,"note":"Primary or high-credibility source for this update."}]},{"id":"cmrbaqrbl003y48tz54otcc8i","type":"news","title":"Product Hunt tracks hundreds of AI agent products","slug":"product-hunt-ai-agent-category","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"Product Hunt AI Agents","slug":"product-hunt-ai-agents","type":"tool"},"summary":"Use for launch monitoring and early market signals.","why_it_matters":"Launch-day attention remains an important discovery signal for new agentic products.","recommended_for":["market_research","launch_monitoring"],"scores":{"trust":74,"relevance":82,"freshness":85,"editorial":82},"sources":[{"url":"https://www.producthunt.com/categories/ai-agents","type":"primary","credibility":74}],"topics":["marketing","research"],"full_rundown":"Product Hunt tracks hundreds of AI agent products. Product Hunt's AI Agents category surfaces launches and reviews across agent products. Launch-day attention remains an important discovery signal for new agentic products.","operational_relevance":"Use for launch monitoring and early market signals.","use_when":["market_research","launch_monitoring"],"do_not_use_when":["No primary source is available.","The task does not involve news, tool discovery, or workflow selection."],"affected_workflows":["market_research","launch_monitoring"],"agent_actions":["Refresh working memory for marketing, research.","Consider Product Hunt AI Agents when a task matches market_research, launch_monitoring.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=Product%20Hunt%20AI%20Agents","/updates/product-hunt-ai-agent-category","/entities/product-hunt-ai-agents"],"source_evidence":[{"url":"https://www.producthunt.com/categories/ai-agents","type":"primary","credibility":74,"note":"Supporting source for this update."}]},{"id":"cmrbaqxsf005s48tzq6sre252","type":"changelog","title":"Gemini Deep Research expands research-agent surface","slug":"gemini-deep-research-api-docs","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"Gemini Deep Research","slug":"gemini-deep-research","type":"agent"},"summary":"Use when tracking Google research-agent capabilities.","why_it_matters":"Model providers are turning research workflows into first-class agent products.","recommended_for":["research_agent","market_research"],"scores":{"trust":84,"relevance":86,"freshness":82,"editorial":82},"sources":[{"url":"https://ai.google.dev/gemini-api/docs/deep-research","type":"primary","credibility":84}],"topics":["marketing","engineering","research","model_updates","automation"],"full_rundown":"Gemini Deep Research expands research-agent surface. Gemini Deep Research spans consumer and developer-facing research workflows. Model providers are turning research workflows into first-class agent products.","operational_relevance":"Use when tracking Google research-agent capabilities.","use_when":["research_agent","market_research"],"do_not_use_when":["No primary source is available.","The task does not involve changelog, tool discovery, or workflow selection."],"affected_workflows":["research_agent","market_research"],"agent_actions":["Refresh working memory for marketing, engineering, research, model_updates, automation.","Consider Gemini Deep Research when a task matches research_agent, market_research.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=Gemini%20Deep%20Research","/updates/gemini-deep-research-api-docs","/entities/gemini-deep-research"],"source_evidence":[{"url":"https://ai.google.dev/gemini-api/docs/deep-research","type":"primary","credibility":84,"note":"Primary or high-credibility source for this update."}]},{"id":"cmrbaqwcc005d48tzparnmwf1","type":"news","title":"Exa remains a search API for AI workflows","slug":"exa-agent-search-api","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"Exa","slug":"exa","type":"tool"},"summary":"Use when an agent needs web search via API instead of browser-only search.","why_it_matters":"Agent search tools need structured, machine-readable outputs.","recommended_for":["research_agent","market_research"],"scores":{"trust":80,"relevance":82,"freshness":80,"editorial":80},"sources":[{"url":"https://exa.ai/","type":"primary","credibility":80}],"topics":["marketing","research","automation"],"full_rundown":"Exa remains a search API for AI workflows. Exa provides API-first search for AI applications and agentic research. Agent search tools need structured, machine-readable outputs.","operational_relevance":"Use when an agent needs web search via API instead of browser-only search.","use_when":["research_agent","market_research"],"do_not_use_when":["No primary source is available.","The task does not involve news, tool discovery, or workflow selection."],"affected_workflows":["research_agent","market_research"],"agent_actions":["Refresh working memory for marketing, research, automation.","Consider Exa when a task matches research_agent, market_research.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=Exa","/updates/exa-agent-search-api","/entities/exa"],"source_evidence":[{"url":"https://exa.ai/","type":"primary","credibility":80,"note":"Primary or high-credibility source for this update."}]},{"id":"cmrbaqy2t005v48tzq7s55vbr","type":"news","title":"n8n bridges workflow automation and AI agents","slug":"n8n-ai-workflow-automation","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"n8n","slug":"n8n","type":"agent_platform"},"summary":"Use when evaluating low-code automation for agentic workflows.","why_it_matters":"Many agentic workflows begin as automations before becoming autonomous agents.","recommended_for":["ops_agent","marketing_ops"],"scores":{"trust":81,"relevance":84,"freshness":80,"editorial":78},"sources":[{"url":"https://n8n.io/","type":"primary","credibility":81}],"topics":["marketing","engineering","design","agent_platforms","automation"],"full_rundown":"n8n bridges workflow automation and AI agents. n8n's workflow automation surface gives teams a visual path into AI-powered automations. Many agentic workflows begin as automations before becoming autonomous agents.","operational_relevance":"Use when evaluating low-code automation for agentic workflows.","use_when":["ops_agent","marketing_ops"],"do_not_use_when":["No primary source is available.","The task does not involve news, tool discovery, or workflow selection."],"affected_workflows":["ops_agent","marketing_ops"],"agent_actions":["Refresh working memory for marketing, engineering, design, agent_platforms, automation.","Consider n8n when a task matches ops_agent, marketing_ops.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=n8n","/updates/n8n-ai-workflow-automation","/entities/n8n"],"source_evidence":[{"url":"https://n8n.io/","type":"primary","credibility":81,"note":"Primary or high-credibility source for this update."}]},{"id":"cmrbaqwms005g48tziuch5rpp","type":"news","title":"Tavily serves agent search and extraction workflows","slug":"tavily-agent-search-api","published_at":"2026-07-07T12:00:00.000Z","entity":{"name":"Tavily","slug":"tavily","type":"tool"},"summary":"Use when an agent needs web-grounded retrieval and search results.","why_it_matters":"Search APIs are becoming basic infrastructure for research agents.","recommended_for":["research_agent","market_research"],"scores":{"trust":78,"relevance":80,"freshness":78,"editorial":78},"sources":[{"url":"https://www.tavily.com/","type":"primary","credibility":78}],"topics":["marketing","research","automation"],"full_rundown":"Tavily serves agent search and extraction workflows. Tavily offers search and extraction APIs for AI agents. Search APIs are becoming basic infrastructure for research agents.","operational_relevance":"Use when an agent needs web-grounded retrieval and search results.","use_when":["research_agent","market_research"],"do_not_use_when":["No primary source is available.","The task does not involve news, tool discovery, or workflow selection."],"affected_workflows":["research_agent","market_research"],"agent_actions":["Refresh working memory for marketing, research, automation.","Consider Tavily when a task matches research_agent, market_research.","Inspect sources before recommending or invoking this capability."],"follow_up_queries":["/api/feed/search?q=Tavily","/updates/tavily-agent-search-api","/entities/tavily"],"source_evidence":[{"url":"https://www.tavily.com/","type":"primary","credibility":78,"note":"Supporting source for this update."}]}]}