Source: https://bestagentsfor.com/zh/ai-agents-for/marketing/ Markdown: https://bestagentsfor.com/zh/ai-agents-for/marketing/index.md Title: 最好用的营销 AI 智能体 (2026) | Best Agents For - 首页 - /智能体 - /最好用的营销 AI 智能体 # 最好用的营销 AI 智能体 营销智能体使用 CRM 或渠道，把一步往前做。HubSpot Breeze、Clay 和 Jasper 做的不是同一件事。SEO 和创作者有各自的列表。 8 个产品。价格和说明的核对日期为 2026年10月5日。 ## 按分类浏览 最好用的达人营销 AI 智能体 Creator search, CRMs, and agents that run a campaign through to payout. 最好用的 UGC AI 智能体 Human-creator UGC and synthetic video for ads. 最好用的 SDR AI 智能体 Autonomous SDRs, and the databases and senders that feed them. 最好用的获客 AI 智能体 Products that build the list, not the whole sales team. 最好用的 AI SEO 工具 Editors that score a draft, and suites that hold the SEO data. 最好用的 AI 内容工具 Brand-voice writing, workflows, and search-led articles. 最好用的销售 AI 智能体 The seat a rep uses, and agents sold to run outbound. 最好用的邮件 AI 智能体 Cold email infrastructure, sequences, and CRM email. 最好用的 LinkedIn AI 智能体 Posting you approve, and tools that help you find people. ## 最好用的营销 AI 智能体 对比 价格是供应商公布的起步数字。只有价格页写了免费方案或试用，我们才列入。 产品 价格 免费方案或试用 主要功能 集成 适合 用户说法 #1 Free CRM, hubs from $15/seat/mo 免费方案 AI agents sitting on the HubSpot CRM. HubSpot CRM, Gmail, Slack, Salesforce Teams whose marketing already lives in HubSpot 没有可注明出处的评论。 #2 From $185/mo 免费方案 A research agent that fills a go-to-market table. Salesforce, HubSpot, Instantly, Outreach Researching accounts before a campaign launches 没有可注明出处的评论。 #3 From $69/mo 试用 Marketing agents tied to a brand voice. Surfer, HubSpot, Webflow, Google Docs On-brand campaigns across channels 没有可注明出处的评论。 #4 From $29/mo 未列出 A sales and marketing workflow platform with a cheap chat plan in front. Salesforce, HubSpot, Slack Sales and marketing workflows once you leave the chat plan 一条较早的 Trustpilot 评价说，Copy.ai 帮着写了产品描述。 #5 Free, then $129/mo 免费方案 Search and AI-visibility data, with site audits and a rank tracker. API, MCP, Looker Studio Search data beside the campaign tools 一条 Trustpilot 评价说，团队退了不合适的方案，产品本身仍有可用的 SEO 功能。 #6 From $139.95/mo 免费方案和试用 An SEO suite with AI as a copilot, not the product. Google Search Console, Google Analytics, Looker Studio Keyword and competitive data beside the writing 几条很短的 Trustpilot 评价仍说免费档有用，产品做得不错。 #7 From $49/mo 未列出 An SEO content editor with an AI writing assistant. Google Docs, WordPress, Jasper Drafting a page against what already ranks 在 Trustpilot 上用了多年 Surfer 的人说，内容编辑器能指出缺口和语义关键词，不用靠猜。 #8 30% of creator payouts 未列出 An influencer and UGC agent for brands that want human creators. Stripe, Shopify Influencer and UGC campaigns, not general marketing Marblism 的 Jesus Malo 说，团队聘请 UGCBloom 大规模测试新内容。Manychat 的 Josh Levine 说，他们用它在包括葡萄牙语和西班牙语在内的多个市场寻找并签约创作者。Myndlab 的 Guillermo Guimaraes 说，一次品牌认知试验为他们匹配了保持自己风格的英语科技创作者。 ## 排序列表 排序看这项工作的匹配度、自主程度、控制、集成、能否直接开始，以及产品信息公开到什么程度。 # 智能体 适合 价格 免费方案 自主程度 集成 分数 1 HubSpot Breeze Teams whose marketing already lives in HubSpot Free CRM, hubs from $15/seat/mo 有 Semi-autonomous HubSpot CRM, Gmail, Slack +1 - Fit for the job26/30 - Autonomy16/20 - Controls13/15 - Integrations15/15 - Access6/10 - Evidence10/10 2 Clay Researching accounts before a campaign launches From $185/mo 有 Semi-autonomous Salesforce, HubSpot, Instantly +2 - Fit for the job22/30 - Autonomy15/20 - Controls14/15 - Integrations14/15 - Access8/10 - Evidence9/10 3 Jasper On-brand campaigns across channels From $69/mo 试用 Semi-autonomous Surfer, HubSpot, Webflow +1 - Fit for the job27/30 - Autonomy14/20 - Controls13/15 - Integrations12/15 - Access6/10 - Evidence9/10 4 Copy.ai Sales and marketing workflows once you leave the chat plan From $29/mo 无 Semi-autonomous Salesforce, HubSpot, Slack - Fit for the job25/30 - Autonomy16/20 - Controls12/15 - Integrations13/15 - Access7/10 - Evidence8/10 5 Ahrefs部分匹配 Search data beside the campaign tools Free, then $129/mo 有 Copilot API, MCP, Looker Studio - Fit for the job16/30 - Autonomy8/20 - Controls12/15 - Integrations10/15 - Access10/10 - Evidence9/10 6 Semrush Keyword and competitive data beside the writing From $139.95/mo 有 Copilot Google Search Console, Google Analytics, Looker Studio - Fit for the job18/30 - Autonomy8/20 - Controls12/15 - Integrations11/15 - Access5/10 - Evidence10/10 7 Surfer部分匹配 Drafting a page against what already ranks From $49/mo 无 Copilot Google Docs, WordPress, Jasper - Fit for the job16/30 - Autonomy10/20 - Controls13/15 - Integrations10/15 - Access7/10 - Evidence8/10 8 UGCBloom部分匹配 Influencer and UGC campaigns, not general marketing 30% of creator payouts 无 Semi-autonomous Stripe, Shopify - Fit for the job14/30 - Autonomy13/20 - Controls12/15 - Integrations8/15 - Access8/10 - Evidence7/10 名次 1 86 Teams whose marketing already lives in HubSpot - Fit for the job26/30 - Autonomy16/20 - Controls13/15 - Integrations15/15 - Access6/10 - Evidence10/10 名次 2 82 Researching accounts before a campaign launches - Fit for the job22/30 - Autonomy15/20 - Controls14/15 - Integrations14/15 - Access8/10 - Evidence9/10 名次 3 81 On-brand campaigns across channels - Fit for the job27/30 - Autonomy14/20 - Controls13/15 - Integrations12/15 - Access6/10 - Evidence9/10 名次 4 81 Sales and marketing workflows once you leave the chat plan - Fit for the job25/30 - Autonomy16/20 - Controls12/15 - Integrations13/15 - Access7/10 - Evidence8/10 名次 5 65 Search data beside the campaign tools - Fit for the job16/30 - Autonomy8/20 - Controls12/15 - Integrations10/15 - Access10/10 - Evidence9/10 名次 6 64 Keyword and competitive data beside the writing - Fit for the job18/30 - Autonomy8/20 - Controls12/15 - Integrations11/15 - Access5/10 - Evidence10/10 名次 7 64 Drafting a page against what already ranks - Fit for the job16/30 - Autonomy10/20 - Controls13/15 - Integrations10/15 - Access7/10 - Evidence8/10 名次 8 62 Influencer and UGC campaigns, not general marketing - Fit for the job14/30 - Autonomy13/20 - Controls12/15 - Integrations8/15 - Access8/10 - Evidence7/10 ## 价格、功能与摘要 1 ### HubSpot Breeze Teams whose marketing already lives in HubSpot Breeze ranks first because the agent can see the contact record, the controls are real, and the integration score is the category maximum. It is a poor reason to buy HubSpot. If the CRM is already the system of record, start here. If it is not, keep reading. HubSpot Breeze 的价格与功能/HubSpot Breeze 的替代 2 ### Clay Researching accounts before a campaign launches Clay is not a campaign writer. It is the research layer marketers steal from sales: Claygent fills a table, a person checks the weird rows, and the clean rows land in the tool that sends. The free plan is enough to see if the motion is real. Clay 的价格与功能/Clay 的替代 3 ### Jasper On-brand campaigns across channels Jasper is the closest thing on this list to a marketing writing agent. Brand voice and knowledge are the product, not a chat window. The score sits under HubSpot and Clay because the autonomy is supervised and the price starts at a paid seat with a 7-day trial, not a free plan. Jasper 的价格与功能/Jasper 的替代 4 ### Copy.ai Sales and marketing workflows once you leave the chat plan Copy.ai's interesting product is the workflow layer, and that layer starts at $1,000 a month. The $29 Chat plan is a copilot. The rank assumes you might buy the workflow plan. If you will not, treat it as a writing tool and look at Jasper. 用户说法 一条较早的 Trustpilot 评价说，Copy.ai 帮着写了产品描述。 后来的评价说登录失效，支持几个月不回，更新后保存的提示词也不见了。 - “Copy Ai is great. It helped me a lot with my product description. But ever since I upgraded, the composition is shorter compared to my free trial.”Trustpilot - “It had a paid subscription and used it a bit, but my login stopped working. Reached out to support via email and via the website form. No response for months even after several messages.”Trustpilot - “I was an enthusiastic used and ambassador. then the service just stopped working. nothing works.”Trustpilot · A.F. Copy.ai 的价格与功能/Copy.ai 的替代 5 ### Ahrefs Search data beside the campaign tools Ahrefs belongs on the SEO page first. It is here because marketing teams still buy it as the research layer. Lite is $129/mo. It will not run the campaign. 用户说法 一条 Trustpilot 评价说，团队退了不合适的方案，产品本身仍有可用的 SEO 功能。 另一些说正常研究会触发“可疑活动”锁定，点数很快用完，支持也不恢复访问。 - “Team happily provided a refund for the tool. I tried it for a specific use case which was not what the tool was built for, but it certainly has useful functionality for SEO.”Trustpilot - “I’ve been using Ahrefs for my SEO work, but lately it has become almost impossible to use.”Trustpilot - “You sign up for a plan thinking you can do some keyword research but GUESS WHAT: It's credit based.”Trustpilot - “Such bad organic traffic data, what a scam of a site misleading people.”Trustpilot Ahrefs 的价格与功能/Ahrefs 的替代 6 ### Semrush Keyword and competitive data beside the writing Semrush is on this page because marketing teams still ask for AI tools, and the suite is where a lot of that work happens. The autonomy score is a copilot because a person still drives it. Pair it with a writing agent. Do not expect it to run a campaign. 用户说法 几条很短的 Trustpilot 评价仍说免费档有用，产品做得不错。 最近较长的评价说，取消流程会让订阅继续，试用本以为免费，之后却被扣款。 - “Generous free tier, good for analytics”Trustpilot - “I really love this service. They do a great job!”Trustpilot - “They are an unscrupulous company that tricks you into keeping the subscription active.”Trustpilot · Fserra - “Free Trial is Extremely misleading. I got charged for a full month even through i attempted to cancel several times.”Trustpilot · Priyanka Semrush 的价格与功能/Semrush 的替代 7 ### Surfer Drafting a page against what already ranks Surfer is a specialist on a general marketing list. Use it for search-led pages. The content marketing and SEO categories are the fairer comparisons. 用户说法 在 Trustpilot 上用了多年 Surfer 的人说，内容编辑器能指出缺口和语义关键词，不用靠猜。 另一些评价说价格相对功能偏高，还有人说取消后没法去掉银行卡。 - “We’ve been using Surfer for quite some time, and it’s been a really solid tool for SEO content optimisation. The Content Editor is the standout, it makes it much easier to structure content, identify gaps, and optimise without guessing.”Trustpilot - “I have been using SurferSEO for 3 years now, and I really enjoy how it allows me to set up an article with new semantic keywords to broaden my content.”Trustpilot - “When it comes to their product, sure, it's a decent piece of software, but not better thn cheaper alternatives.”Trustpilot - “Worst ans unsecure service. There is no option to remove credit card from Surferseo website.”Trustpilot Surfer 的价格与功能/Surfer 的替代 8 ### UGCBloom Influencer and UGC campaigns, not general marketing UGCBloom runs creator sourcing, review, and payouts. That is a slice of marketing, not the whole job, so job fit is low on this page and the rank follows. Influencer marketing and UGC are the pages for that work. 用户说法 Marblism 的 Jesus Malo 说，团队聘请 UGCBloom 大规模测试新内容。Manychat 的 Josh Levine 说，他们用它在包括葡萄牙语和西班牙语在内的多个市场寻找并签约创作者。Myndlab 的 Guillermo Guimaraes 说，一次品牌认知试验为他们匹配了保持自己风格的英语科技创作者。 这些原话都没有写出缺点。 - “We hired UGCBloom to help test new content at scale. Creators are much more creative about videos than us internally, so this is a great way for us to get new content that we can then use in our paid marketing to find cheap well-performing creatives.”ugcbloom.com · Jesus Malo, Marblism - “We use UGCBloom to find and contract creators for our UGC campaigns across several markets, including Portuguese and Spanish-language campaigns. Creators bring ideas we wouldn't come up with internally, and UGCBloom handles the sourcing and contracts so our team can focus on the creative.”Josh Levine, Manychat - “We ran a brand awareness trial with UGCBloom to get English-speaking tech creators with a comedy and satire style talking about Myndlab. Most of the creators they recommended were a good fit for us, and they let each creator keep their natural style, which is exactly what we wanted.”Guillermo Guimaraes, Myndlab UGCBloom 的价格与功能/UGCBloom 的替代 ## 什么是 AI 智能体 营销智能体使用 CRM 或渠道，把一步往前做。HubSpot Breeze、Clay 和 Jasper 做的不是同一件事。SEO 和创作者有各自的列表。 ## 这份名单怎么排 这份名单靠前的是 HubSpot Breeze, Clay, Jasper。顺序依据公开分数，不是广告位。 ## 比较什么 看工作内容、起步价格，以及结果是否仍要人批准。 - 产品真正做的那件工作 - 公开价格、免费方案，或写清楚的定制价格 - 到达客户之前有人复核 ## 这类软件用来做什么 同一个步骤反复出现时才用。决定仍由人来做。 - 约演示之前先看起步价 - 比较做这件事的产品，而不是一个通用聊天窗口 - 更长的说明在产品页 ## 这份名单给谁看 给已经知道自己要做什么、并希望价格带有日期的人。 ## 已公布的起步价 我们能核对到的起步数字：HubSpot Breeze (Free CRM, hubs from $15/seat/mo), Clay (From $185/mo), Jasper (From $69/mo)。核对日为 2026年10月5日。 ## 怎么选 先对上工作。再看产品适合谁，以及能不能在销售电话之前开始用。 ## 相关分类 相邻的工作有自己的列表。 - 最好用的 B2B 营销 AI 智能体 - 最好用的达人营销 AI 智能体 - 最好用的 UGC AI 智能体 - 最好用的 AI 内容工具 ## 常见问题 ### 最好用的营销 AI 智能体里有哪些产品 ### 价格是供应商公布的吗 ### 有星级或评论数量吗 ## 评分方法 核对 5 October 2026 每个产品用相同的六项打到 100 分。名次先看总分，再看匹配度，再看名称。 阅读完整方法.