最好用的 AI SEO 工具
AI SEO 把搜索数据和页面草稿接在一起。Ahrefs、Semrush、Surfer、Clearscope 和 Frase 不会自己发布页面。
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 AI SEO 工具 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 |
|---|---|---|---|---|---|---|
| Frase #1 | From $39/mo billed yearly | 试用 | A content agent that researches, drafts, and can publish to a CMS. | WordPress, Webflow, Sanity, Wix | Research, draft, and an optional publish step | 没有可注明出处的评论。 |
| Surfer #2 | From $49/mo | 未列出 | An SEO content editor with an AI writing assistant. | Google Docs, WordPress, Jasper | Writing and revising pages to a content score | 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。 Trustpilot |
| Writesonic #3 | From $79/mo billed annually | 试用 | AI search tracking plus article drafts and site audits. | Google Search Console, WordPress, GA4, Looker Studio | AI-answer tracking plus a draft | 没有可注明出处的评论。 |
| Semrush #4 | 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 | The broader SEO suite, with AI as a copilot | 几条很短的 Trustpilot 评价仍说免费档有用,产品做得不错。 Trustpilot |
| Ahrefs #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 | The search dataset, including AI prompt tracking | 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。 Trustpilot |
| Clearscope #6 | From $129/mo | 试用 | Content optimization with query tracking across search and AI answers. | ChatGPT, Gemini | Grading a draft and tracking AI answers | 没有可注明出处的评论。 |
| Jasper #7 | From $69/mo | 试用 | Marketing agents tied to a brand voice. | Surfer, HubSpot, Webflow, Google Docs | First drafts you will still have to optimize | 没有可注明出处的评论。 |
| Copy.ai #8 | From $29/mo | 未列出 | A sales and marketing workflow platform with a cheap chat plan in front. | Salesforce, HubSpot, Slack | Short marketing copy, not technical SEO | 一条较早的 Trustpilot 评价说,Copy.ai 帮着写了产品描述。 Trustpilot |
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 | Frase | Research, draft, and an optional publish step | From $39/mo billed yearly | 试用 | Semi-autonomous | WordPress, Webflow, Sanity +1 | 分数明细81
|
| 2 | Surfer | Writing and revising pages to a content score | From $49/mo | 无 | Copilot | Google Docs, WordPress, Jasper | 分数明细80
|
| 3 | Writesonic | AI-answer tracking plus a draft | From $79/mo billed annually | 试用 | Semi-autonomous | Google Search Console, WordPress, GA4 +1 | 分数明细76
|
| 4 | Semrush | The broader SEO suite, with AI as a copilot | From $139.95/mo | 有 | Copilot | Google Search Console, Google Analytics, Looker Studio | 分数明细75
|
| 5 | Ahrefs | The search dataset, including AI prompt tracking | Free, then $129/mo | 有 | Copilot | API, MCP, Looker Studio | 分数明细74
|
| 6 | Clearscope | Grading a draft and tracking AI answers | From $129/mo | 试用 | Copilot | ChatGPT, Gemini | 分数明细67
|
| 7 | Jasper | First drafts you will still have to optimize | From $69/mo | 试用 | Semi-autonomous | Surfer, HubSpot, Webflow +1 | 分数明细66
|
| 8 | Copy.ai 部分匹配 | Short marketing copy, not technical SEO | From $29/mo | 无 | Semi-autonomous | Salesforce, HubSpot, Slack | 分数明细59
|
名次 1
Frase81
Research, draft, and an optional publish step
- 价格
- From $39/mo billed yearly
- 免费方案
- 试用
- 自主程度
- Semi-autonomous
- 集成
- WordPress, Webflow, Sanity
分数明细81
- Fit for the job26/30
- Autonomy14/20
- Controls12/15
- Integrations12/15
- Access8/10
- Evidence9/10
名次 2
Surfer80
Writing and revising pages to a content score
- 价格
- From $49/mo
- 免费方案
- 无
- 自主程度
- Copilot
- 集成
- Google Docs, WordPress, Jasper
分数明细80
- Fit for the job28/30
- Autonomy12/20
- Controls14/15
- Integrations11/15
- Access7/10
- Evidence8/10
名次 3
Writesonic76
AI-answer tracking plus a draft
- 价格
- From $79/mo billed annually
- 免费方案
- 试用
- 自主程度
- Semi-autonomous
- 集成
- Google Search Console, WordPress, GA4
分数明细76
- Fit for the job24/30
- Autonomy12/20
- Controls12/15
- Integrations11/15
- Access8/10
- Evidence9/10
名次 4
Semrush75
The broader SEO suite, with AI as a copilot
- 价格
- From $139.95/mo
- 免费方案
- 有
- 自主程度
- Copilot
- 集成
- Google Search Console, Google Analytics, Looker Studio
分数明细75
- Fit for the job26/30
- Autonomy8/20
- Controls13/15
- Integrations13/15
- Access5/10
- Evidence10/10
名次 5
Ahrefs74
The search dataset, including AI prompt tracking
- 价格
- Free, then $129/mo
- 免费方案
- 有
- 自主程度
- Copilot
- 集成
- API, MCP, Looker Studio
分数明细74
- Fit for the job24/30
- Autonomy8/20
- Controls12/15
- Integrations11/15
- Access10/10
- Evidence9/10
名次 6
Clearscope67
Grading a draft and tracking AI answers
- 价格
- From $129/mo
- 免费方案
- 试用
- 自主程度
- Copilot
- 集成
- ChatGPT, Gemini
分数明细67
- Fit for the job22/30
- Autonomy9/20
- Controls12/15
- Integrations8/15
- Access7/10
- Evidence9/10
名次 7
Jasper66
First drafts you will still have to optimize
- 价格
- From $69/mo
- 免费方案
- 试用
- 自主程度
- Semi-autonomous
- 集成
- Surfer, HubSpot, Webflow
分数明细66
- Fit for the job18/30
- Autonomy11/20
- Controls12/15
- Integrations11/15
- Access6/10
- Evidence8/10
名次 8
Copy.ai59
Short marketing copy, not technical SEO
- 价格
- From $29/mo
- 免费方案
- 无
- 自主程度
- Semi-autonomous
- 集成
- Salesforce, HubSpot, Slack
分数明细59
- Fit for the job14/30
- Autonomy11/20
- Controls11/15
- Integrations9/15
- Access7/10
- Evidence7/10
价格、功能与摘要
1
Frase
Research, draft, and an optional publish step
Frase is the one on this list that will publish to a CMS if you turn that on. Starter is $39/mo billed yearly, with a 7-day trial and no card. Leave the publish switch off until you have read a week of what it ships.
- 价格
- From $39/mo billed yearly
- frase.io/pricing lists Starter at $39/mo billed yearly ($49 month to month), Professional at $103/mo billed yearly ($129 month to month), and Scale at $239/mo billed yearly ($299 month to month). Enterprise is custom. A 7-day trial needs no credit card. Last checked 5 October 2026.
- 主要功能
- WordPress, Webflow, Sanity, Wix. The agent can publish when you allow it. Approval is the default for Content Guard fixes.
2
Surfer
Writing and revising pages to a content score
Surfer leads because an 'AI SEO agent,' in practice, is a writing assistant tied to what already ranks. Surfy plus the editor is that product, and Discovery starts at $49 a month with a public price. It will not audit your backlinks.
- 价格
- From $49/mo
- Discovery is $49/mo. Standard is listed at $99/mo and higher tiers run well above that, with annual billing discounts on the public pricing page. No permanent free plan. Checked on surferseo.com/pricing on 5 October 2026.
- 主要功能
- Google Docs, WordPress, Jasper. Surfy drafts and the editor nags you toward a content score. A person still chooses the page, the angle, and the publish button.
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
3
Writesonic
AI-answer tracking plus a draft
Writesonic Starter is $79 a month billed annually, with a trial and no card. It tracks ChatGPT, Gemini, and Google AI Overviews and includes a monthly article allowance. It is not a backlink index. Use Ahrefs or Semrush for that.
- 价格
- From $79/mo billed annually
- writesonic.com/pricing lists Starter at $79 per month billed annually, Basic at $199, and Growth at $399, each billed annually. Enterprise is custom. Annual billing saves 20%. The FAQ says you can start a trial with no credit card, and that there is a 7-day refund. Last checked 5 October 2026.
- 主要功能
- Google Search Console, WordPress, GA4, Looker Studio. Self-serve plans include a limited number of agentic workflow runs. Publishing still needs a person.
4
Semrush
The broader SEO suite, with AI as a copilot
Semrush is the suite people mean by AI SEO tools: keywords, audits, rank, competitors. Autonomy is intentionally low. Evidence is high because the product and the price ($139.95/mo for Pro) are public. Pair it with Surfer or Jasper when the gap is the draft, not the data.
- 价格
- From $139.95/mo
- A limited free account exists. Pro is $139.95/mo on monthly billing, with a lower annual rate. Guru and Business step up from there. Paid plans offer a 7-day trial. Confirm on semrush.com/pricing.
- 主要功能
- Google Search Console, Google Analytics, Looker Studio. AI features draft and summarize inside a suite a person drives. Semrush does not run your SEO program.
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
5
Ahrefs
The search dataset, including AI prompt tracking
Ahrefs is the dataset Semrush is usually compared with. Lite is $129/mo and a free plan exists. It does not draft and publish the page. Use it when the gap is data, then hand the brief to a writing tool.
- 价格
- Free, then $129/mo
- ahrefs.com/pricing lists Ahrefs Free, then Lite at $129/mo, Standard at $249/mo, Advanced at $449/mo, and Enterprise at $1,499/mo. Content Kit is an add-on from $99/mo. Cancelling a paid plan drops the account to Ahrefs Free. Last checked 5 October 2026.
- 主要功能
- API, MCP, Looker Studio. A person runs the reports and decides what to publish. The suite does not ship the page.
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
6
Clearscope
Grading a draft and tracking AI answers
Clearscope starts at $129/mo with a 14-day trial. It is closer to Surfer than to Ahrefs: you bring the draft, it tells you what is missing, and you still publish.
- 价格
- From $129/mo
- clearscope.io/pricing lists Essentials at $129/month, Business at $399/month, and Enterprise as custom. The page offers a 14-day free trial and says monthly plans have no minimum contract. Last checked 5 October 2026.
- 主要功能
- ChatGPT, Gemini. It recommends and drafts. A person still publishes.
7
Jasper
First drafts you will still have to optimize
Jasper integrates with Surfer, which is the tell. It is a marketing writer that can feed an SEO workflow. It is not an SEO platform. Job fit stays at 18, just above a partial-fit cut.
- 价格
- From $69/mo
- Pro is $69/seat/month, or $59/seat/month billed annually. A 7-day Pro trial requires a card. No ongoing free plan. Business is custom. Read from Jasper's public pricing discussion and plan cards; confirm on jasper.ai/pricing.
- 主要功能
- Surfer, HubSpot, Webflow, Google Docs. Agents and Canvas can carry a draft through a workflow. A marketer still approves anything that publishes.
8
Copy.ai
Short marketing copy, not technical SEO
Partial fit. Copy.ai can draft a brief or a meta description. It does not know why a URL dropped. Keep it off the critical path of an SEO program.
- 价格
- From $29/mo
- Chat is $29/mo ($24/mo billed annually) with 5 seats and no workflow credits. Growth is $1,000/mo with workflow credits. There is no free plan for the platform. Confirmed against Copy.ai's public prices page.
- 主要功能
- Salesforce, HubSpot, Slack. Workflows can run multi-step sales and marketing jobs. Chat alone is a copilot. The interesting autonomy starts on the workflow plans.
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.
什么是 AI 智能体
AI SEO 把搜索数据和页面草稿接在一起。Ahrefs、Semrush、Surfer、Clearscope 和 Frase 不会自己发布页面。
这份名单怎么排
这份名单靠前的是 Frase, Surfer, Writesonic。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:Frase (From $39/mo billed yearly), Surfer (From $49/mo), Writesonic (From $79/mo billed annually)。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.