最好用的 LinkedIn AI 智能体
在 LinkedIn 上,要么发内容,要么找潜在客户。Taplio 负责排期。Expandi 和 PhantomBuster 自动化步骤。没有人看着的批量操作,是账号被限制的捷径。
8 个产品。价格和说明的核对日期为 2026年10月5日。
最好用的 LinkedIn 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 |
|---|---|---|---|---|---|---|
| PhantomBuster #1 | Trial, then $56/mo billed annually | 试用 | Cloud automations that pull public profiles and run LinkedIn steps. | HubSpot, n8n, Zapier, Make | LinkedIn steps that run in the cloud | 没有可注明出处的评论。 |
| Taplio #2 | From $39/mo | 试用 | A LinkedIn copilot for posts and comments you still approve. | Drafting and scheduling posts and comments you approve | 没有可注明出处的评论。 | |
| lemlist #3 | From $55/mo | 试用 | Outbound email, with LinkedIn and calling on the higher plan. | HubSpot, Salesforce, Pipedrive, Clay | LinkedIn steps inside a multichannel sequence | 没有可注明出处的评论。 |
| Clay #4 | From $185/mo | 免费方案 | A research agent that fills a go-to-market table. | Salesforce, HubSpot, Instantly, Outreach | Researching people before you write | 没有可注明出处的评论。 |
| Expandi #5 | From $99/account/mo | 未列出 | LinkedIn outreach billed per connected account. | Email, LinkedIn | Automated LinkedIn sequences per account | 没有可注明出处的评论。 |
| Apollo #6 | Free, then $49/user/mo | 免费方案 | A contact database with sequences and an AI assist. | Salesforce, HubSpot, Gmail, Slack | Finding people you might reach on LinkedIn | 没有可注明出处的评论。 |
| Artisan Ava #7 | Custom | 未列出 | An AI BDR for outbound email and LinkedIn. | Salesforce, HubSpot | Multichannel outbound that includes LinkedIn | 没有可注明出处的评论。 |
| Instantly #8 | From $47/mo | 未列出 | Cold email infrastructure with an AI reply layer. | Clay, HubSpot, Salesforce, Zapier | Email-first teams dabbling in LinkedIn | 没有可注明出处的评论。 |
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 | PhantomBuster | LinkedIn steps that run in the cloud | Trial, then $56/mo billed annually | 试用 | Semi-autonomous | HubSpot, n8n, Zapier +1 | 分数明细77
|
| 2 | Taplio | Drafting and scheduling posts and comments you approve | From $39/mo | 试用 | Copilot | 分数明细70
| |
| 3 | lemlist | LinkedIn steps inside a multichannel sequence | From $55/mo | 试用 | Semi-autonomous | HubSpot, Salesforce, Pipedrive +3 | 分数明细70
|
| 4 | Clay 部分匹配 | Researching people before you write | From $185/mo | 有 | Semi-autonomous | Salesforce, HubSpot, Instantly +2 | 分数明细70
|
| 5 | Expandi | Automated LinkedIn sequences per account | From $99/account/mo | 无 | Semi-autonomous | Email, LinkedIn | 分数明细69
|
| 6 | Apollo | Finding people you might reach on LinkedIn | Free, then $49/user/mo | 有 | Semi-autonomous | Salesforce, HubSpot, Gmail +2 | 分数明细69
|
| 7 | Artisan Ava 部分匹配 | Multichannel outbound that includes LinkedIn | Custom | 无 | Autonomous | Salesforce, HubSpot | 分数明细58
|
| 8 | Instantly 部分匹配 | Email-first teams dabbling in LinkedIn | From $47/mo | 无 | Semi-autonomous | Clay, HubSpot, Salesforce +1 | 分数明细52
|
名次 1
PhantomBuster77
LinkedIn steps that run in the cloud
- 价格
- Trial, then $56/mo billed annually
- 免费方案
- 试用
- 自主程度
- Semi-autonomous
- 集成
- HubSpot, n8n, Zapier
分数明细77
- Fit for the job23/30
- Autonomy14/20
- Controls11/15
- Integrations12/15
- Access8/10
- Evidence9/10
名次 2
Taplio70
Drafting and scheduling posts and comments you approve
- 价格
- From $39/mo
- 免费方案
- 试用
- 自主程度
- Copilot
- 集成
分数明细70
- Fit for the job27/30
- Autonomy11/20
- Controls12/15
- Integrations8/15
- Access5/10
- Evidence7/10
名次 3
lemlist70
LinkedIn steps inside a multichannel sequence
- 价格
- From $55/mo
- 免费方案
- 试用
- 自主程度
- Semi-autonomous
- 集成
- HubSpot, Salesforce, Pipedrive
分数明细70
- Fit for the job18/30
- Autonomy13/20
- Controls12/15
- Integrations11/15
- Access8/10
- Evidence8/10
名次 4
Clay70
Researching people before you write
- 价格
- From $185/mo
- 免费方案
- 有
- 自主程度
- Semi-autonomous
- 集成
- Salesforce, HubSpot, Instantly
分数明细70
- Fit for the job17/30
- Autonomy13/20
- Controls12/15
- Integrations12/15
- Access8/10
- Evidence8/10
名次 5
Expandi69
Automated LinkedIn sequences per account
- 价格
- From $99/account/mo
- 免费方案
- 无
- 自主程度
- Semi-autonomous
- 集成
- Email, LinkedIn
分数明细69
- Fit for the job22/30
- Autonomy13/20
- Controls11/15
- Integrations8/15
- Access7/10
- Evidence8/10
名次 6
Apollo69
Finding people you might reach on LinkedIn
- 价格
- Free, then $49/user/mo
- 免费方案
- 有
- 自主程度
- Semi-autonomous
- 集成
- Salesforce, HubSpot, Gmail
分数明细69
- Fit for the job18/30
- Autonomy10/20
- Controls11/15
- Integrations13/15
- Access9/10
- Evidence8/10
名次 7
Artisan Ava58
Multichannel outbound that includes LinkedIn
- 价格
- Custom
- 免费方案
- 无
- 自主程度
- Autonomous
- 集成
- Salesforce, HubSpot
分数明细58
- Fit for the job16/30
- Autonomy15/20
- Controls10/15
- Integrations9/15
- Access2/10
- Evidence6/10
名次 8
Instantly52
Email-first teams dabbling in LinkedIn
- 价格
- From $47/mo
- 免费方案
- 无
- 自主程度
- Semi-autonomous
- 集成
- Clay, HubSpot, Salesforce
分数明细52
- Fit for the job11/30
- Autonomy9/20
- Controls10/15
- Integrations10/15
- Access6/10
- Evidence6/10
价格、功能与摘要
1
PhantomBuster
LinkedIn steps that run in the cloud
PhantomBuster's Start plan is $56 a month when billed annually, after a free Trial plan that caps exports at 10 rows. It automates through your own LinkedIn account. That is a different risk from Taplio, which schedules posts you confirm.
- 价格
- Trial, then $56/mo billed annually
- phantombuster.com/pricing lists a free Trial plan (exports limited to 10 rows) and does not say how many days it lasts. Start is $56 per month, $672 billed annually. Grow is $128 per month, $1,536 billed annually. Scale is $352 per month, $4,224 billed annually. The page says annual billing saves 20%. The month-to-month dollar amount was not in the plan text we read. Last checked 5 October 2026.
- 主要功能
- HubSpot, n8n, Zapier, Make. A Phantom keeps running in the cloud after you launch it. A person still chooses the source and what gets exported.
2
Taplio
Drafting and scheduling posts and comments you approve
Taplio leads on job fit for the content half of 'AI for LinkedIn.' Plans start at $39 a month with a 7-day trial, and the product says nothing posts until you confirm. Integrations are essentially LinkedIn itself, which caps that score. It is not a prospecting database.
- 价格
- From $39/mo
- Plans from $39/mo. The 7-day trial is full Pro access and requires a card. Checked against taplio.com/pricing on 5 October 2026.
- 主要功能
- LinkedIn. Drafts and queues. You confirm before it posts. Do not read it as an unsupervised outreach bot.
3
lemlist
LinkedIn steps inside a multichannel sequence
LinkedIn automation on lemlist sits on the multichannel plan, shown at $87/mo on the discounted card, not on the cheaper email plan. It is here because buyers compare it with dedicated LinkedIn tools.
- 价格
- From $55/mo
- lemlist.com/pricing shows the email plan at $69/mo struck through to $55/mo, and labels it From $55/mo. Multichannel is shown at $109 struck through to $87. Enterprise is custom. The trial FAQ says 14 days of Multichannel features except in-app calls, plus 200 credits. Last checked 5 October 2026.
- 主要功能
- HubSpot, Salesforce, Pipedrive, Clay, Gmail, LinkedIn. Campaigns send on a schedule. The agents draft and enrich. A person still owns the offer.
4
Clay
Researching people before you write
Clay ties Taplio on the total and loses on job fit. Use it to learn who you are about to contact. Do not expect it to publish a post. The free plan is the easiest way to see if account research changes your outreach.
- 价格
- From $185/mo
- Free plan includes Claygent, 100 data credits, and 500 actions a month, with a 200-row cap. Launch starts at $185/mo ($167/mo billed annually). Growth starts at $495/mo. Checked against Clay's public pricing page on 5 October 2026.
- 主要功能
- Salesforce, HubSpot, Instantly, Outreach, Slack. Claygent can research a row without a person clicking through sources. A person still decides what gets pushed into outbound.
5
Expandi
Automated LinkedIn sequences per account
Expandi is $99 per LinkedIn account each month, with 20% off if you pay annually. It is automation on a real account, which is a different risk from Taplio's post scheduler. Watch the account limits.
- 价格
- From $99/account/mo
- expandi.io/pricing shows $99 per month. The page says the annual plan is 20% off, paid upfront. Agency pricing for 10 or more accounts is quoted. Last checked 5 October 2026.
- 主要功能
- Email, LinkedIn. Sequences run after you build them. A person still writes the message and watches the account limits.
6
Apollo
Finding people you might reach on LinkedIn
Apollo is a contact database that overlaps LinkedIn outreach. It is not a LinkedIn publishing tool. Access is excellent. Autonomy is a sequence, not a social copilot. Pair it with a human writer or with Taplio, not instead of them.
- 价格
- Free, then $49/user/mo
- Free plan includes limited credits and sequences. Basic starts at $49 per user/month billed annually ($59 month-to-month). Professional and Organization sit above that. Figures checked against widely published Apollo plan cards; confirm on apollo.io before you buy.
- 主要功能
- Salesforce, HubSpot, Gmail, Slack, Outreach. Sequences send on a schedule you set. AI drafts and suggests. A person still builds the list logic and the offer.
7
Artisan Ava
Multichannel outbound that includes LinkedIn
Partial fit. Ava is sold with LinkedIn as a channel of outbound, not as a content product. Custom pricing keeps it under the tools you can start this week.
- 价格
- Custom
- No public self-serve price as of 5 October 2026.
- 主要功能
- Salesforce, HubSpot. Positioned as an autonomous BDR. Treat the first weeks as supervised sending.
8
Instantly
Email-first teams dabbling in LinkedIn
Partial fit, listed so the gap is visible. Instantly is cold email. If LinkedIn is the channel, it is the wrong primary tool.
- 价格
- From $47/mo
- Growth starts at $47/mo on the public pricing page (lower if you pay annually). Higher plans raise sending and lead limits. Confirm the live meters on instantly.ai/pricing; the page is revised often.
- 主要功能
- Clay, HubSpot, Salesforce, Zapier. Campaigns send on their own once you load leads and copy. A person still owns the offer, the list, and the mailbox health.
什么是 AI 智能体
在 LinkedIn 上,要么发内容,要么找潜在客户。Taplio 负责排期。Expandi 和 PhantomBuster 自动化步骤。没有人看着的批量操作,是账号被限制的捷径。
这份名单怎么排
这份名单靠前的是 PhantomBuster, Taplio, lemlist。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:PhantomBuster (Trial, then $56/mo billed annually), Taplio (From $39/mo), lemlist (From $55/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。
常见问题
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.