The key to using AI to save money is not to collect more prompts, but to clarify tasks, permissions, and acceptance criteria, and then check the results item by item. AI will amplify the team's existing sense of direction; If the team cannot clearly identify the customer and their value, it will only produce mediocre content faster.

Claude and ChatGPT can indeed help the marketing team reduce their reliance on some high priced outsourcing, completing many daily web page modifications, data organization, and initial report drafts. But this does not mean that the judgment can be handed over to the model. The team still needs to understand the business, provide direction, and be responsible for the final release and communication with clients.

1、 Official website modification: Start with the testing page first

Claude in Chrome is the official Anthropic browser extension. It can read pages, click and fill in content in the browser, and also assist in troubleshooting console errors. It is suitable for completing routine content adjustments, checking mobile pages, providing layout suggestions, or creating revised drafts in the website management backend; It does not mean that it can replace a complete web design and engineering team.

Setup steps

1. Confirm subscription and permissions. Claude in Chrome offers paid plans for Pro, Max, Team, and Enterprise. Administrators of team or enterprise versions may need to first open extensions or set website access scope.
2. Install extensions. Using the desktop version of Google Chrome, go toOfficial Chrome App Store pageClick on “Add to Chrome”, log in to Claude's account, and grant the browser the necessary permissions.
3. Fixed to the toolbar. Click on the puzzle icon in the Chrome toolbar, find Claude and pin it in. Click on the icon to open the sidebar.
4. Starting from the testing environment. First, log in to the beta version or temporary page of the website, let Claude check the specific page, point out any copywriting or layout issues, and then ask him to propose a modification plan. After confirming the plan, the website manager will verify it in the testing environment.
5. If you need to cooperate with Claude Code. Confirm that the Claude Code version is not lower than 2.0.73 and the extended version is not lower than 1.0.36 according to official requirements, and then use the command line claude --chrome Start. The specific ability still depends on subscription and administrator settings.

What can be saved: For teams using content management systems, common landing page copywriting adjustments, page content updates, and preliminary checks often do not require hiring or outsourcing web designers separately every time. The subscription fee is usually much lower than a web outsourcing quote, but the actual savings depend on task frequency, page complexity, and team review capabilities.

What cannot be handed over to it: Brand visual systems, complex front-end development, accessibility optimization, and performance critical pages should still be reviewed by professional designers and engineers. Modifications involving source code should be included in the developer workflow, and browser operations should not be treated as code reviews.

• Correct usage: Modify a product introduction on the temporary storage page, preview the desktop and mobile effects, check the form, link, and tracking before publishing.
• Incorrect usage: Let AI directly rebuild the official page without checking. If it accidentally deletes tracking code or structured data, the team may not realize that the conversion data is missing for several weeks.

for reference Claude in Chrome Official Settings Instructions。

2、 Accumulate team experience through skills and knowledge files

Team positioning, buyer issues, terminology standards, and case evidence should not only exist in the chat records of individual employees. Claude's Agent Skills usage SKILL.md File encapsulation reusable process; Claude can load the corresponding rules when the task matches the file description. Projects and memory functions can help to continue the context, but cannot replace knowledge files that have been reviewed and have clear versions.

Starting from a repetitive task

1. Establish a team knowledge directory, such as “Positioning and Audience”, “Evidence and Cases”, “Tone and Terminology”, and “Report Template”.
2. Each document only addresses one type of issue: clearly stating the target audience, buyer questions to be answered, evidence allowed for use, prohibited or cautious statements, and delivery format.
3. Create a new high-frequency task SKILL.mdExplain the applicable context, execution steps, and checklist in the document. For example, the drafting of B2B case studies should require each effect claim to be accompanied by verifiable evidence.
4. Test and revise in real tasks, indicating responsible person, update time, and version.
5. Confirm the team sharing method. The custom skills in claude.ai are uploaded separately by users and will not be automatically distributed to the entire team. The collaborative deployment method may change with the product, and should be consulted before implementationOfficial Skills document。

• Correct usage: First, verify a set of case materials, and then have Skill draft according to the approved terminology; Confirm the numbers and customer consent by the case leader.
• Incorrect usage: Each person manually pastes different versions of long prompts each time, resulting in content with inconsistent tone and factual standards.

The value of doing so is not to make AI “smarter”, but to turn team experience into a work asset that even newcomers can use and supervisors can check.

3、 Artifacts and Canvas: Distinguishing their uses first

Claude Artifacts is suitable for generating editable and shareable independent content, such as internal calculators, process prototypes, simple dashboards, or presentation pages. The basic functions are available in various Claude schemes, but there are limitations to the ability to connect applications, store data, and other solutions; Cloud code execution and file creation also need to be enabled in the settings.

The positioning of ChatGPT Canvas is to collaborate on drafting and modifying documents or code. But its availability may vary with the account and model, and newer model experiences may not offer Canvas. Check before useOpenAI update instructions。

• Correct usage: Use Artifact to create a prototype for internal clue scoring demonstration; Modify an activity email draft using Canvas (if the account is available).
• Incorrect usage: Send the generated calculator or landing page directly to the customer without verifying the brand, data, functionality, and accessibility performance.

Both types of workspaces cannot prove the accuracy of generated results and are not suitable for storing unauthorized sensitive data. Claude Artifacts'Official ExplanationListed the differences in plan and functionality.

4、 Connecting CRM: Read only first, then consider writing

MCP is an open protocol that connects AI tools and external applications. It allows the model to read or operate the system after authorization, but does not automatically guarantee connection security. The scheme, administrator settings, and specific application permissions all affect the available functions.

Basic configuration of ChatGPT and CRM

1. The workspace administrator should find the “Application” or custom MCP connector related options in the settings and enable developer mode. The menu names may vary in different workspaces.
2. Create a custom application, fill in the MCP server address, and configure OAuth authentication.
3. Scan available tools and confirm their read, create, or modify permissions item by item; Verify in a private testing environment first, and then decide whether to publish to workspace members.
4. If using HubSpot, enter it in the background Development > MCP Auth Apps Create an authorized application, obtain credentials, and then connect compatible clients to https://mcp.hubspot.comHubSpot's remote MCP service has officially opened, but accessible objects are still limited by account permissions and object capabilities. refer toHubSpot official statement。
5. If using Salesforce, the administrator should Setup > API Catalog > MCP Servers Configure the MCP service and available tools for hosting, and then authorize according to Salesforce's OAuth process. Claude is available Settings > Connectors Central management connection; The interface names of different organizations may change. Anthropic's Salesforce plugin and Salesforce hosted MCP service are not the same functionality, and the testing and approval requirements for the plugin should also be confirmed separately. refer toSalesforce hosts MCP documents。
6. If Zapier MCP is used, multiple applications can be connected, but each connection and executable operation still needs to be reviewed separately.

**Three safety principles: * * Read only first; Ask administrators to check visible data, processing locations, and output objects; All write operations are first validated in the sandbox or test data. Don't mistake “the model can operate” for “the model should operate”.

• Correct usage: First, let AI summarize authorized customer records, manually verify them, and then write follow-up notes.
• Incorrect usage: Granting broad write permissions to agents and automatically updating the formal CRM may result in duplicate records, overwritten notes, or incorrect business opportunity stages, and rework may be more expensive than manual operations.

5、 Marketing Strategy and Data Analysis: Define the problem first, then let AI interpret it

Suitable for exporting data from authorized advertising platforms or GA4, creating channel comparisons and first edition insights. Define business issues and indicators first, such as qualified opportunity costs and sales acceptance rates, rather than just looking at the number of leads; Further request AI to indicate the data source, time range, and calculation method for each observation.

The team must challenge the conclusion one by one: Does the trend really exist? Is it affected by budget, season, or attribution method? When tracking is incomplete, conversion definitions are inconsistent, or attribution models are controversial, AI cannot fix measurement issues.

• Correct usage: Draft analysis using verified data and recalculate item by item back to the original table.
• Incorrect usage: Directly reporting the “trend insights” generated by the model to management, the trend in the result report does not exist at all.

6、 Customer development: Prepare AI, don't let it replace relationships

AI can study the public information of target enterprises, organize business signals, prepare meeting briefings, and draft personalized emails. Sales or marketing personnel verify the information, decide whether to send it, and are responsible for the tone and content.

LinkedIn strictly restricts unauthorized automated operations such as grabbing, robotics, high-frequency automatic sending of connection requests and messages; The situation of third-party tools being banned does exist, and customer accounts may also be affected. LinkedIn has not disclosed the so-called “daily safe sending quantity”, do not trust the security quotas promised by suppliers. Specific rules can be found inLinkedIn User Agreement。

The development activities targeting individuals in the European Union also need to evaluate the legality basis of processing required by Article 6 of the General Data Protection Regulation, as well as the direct marketing refusal right stipulated in Article 21. If AI engages in direct dialogue with individuals, the transparency obligation under Article 50 of the EU Artificial Intelligence Act must also be evaluated. The application of the law depends on the business and specific scenario, and should be subject to legal review; Can be viewedGeneral Data Protection Regulations及EU related explanations。

• Correct usage: AI organizes public information and drafts it, and business personnel verify the source, judge its relevance, and then decide whether to send it.
• Incorrect usage: Running automated sales agents on a large scale not only triggers account restrictions, but also consumes potential customer trust through template based communication.

7、 When is it worth paying?

The free gear is suitable for trying out simple tasks, but the usage and advanced features may be limited. Claude in Chrome requires a Claude payment plan; Application connections, workspace permissions, and higher usage may be affected by subscription levels. The custom MCP capability of ChatGPT also depends on the workspace scheme, administrator settings, and the scope of functional openness. It cannot be simply assumed that both Plus and Pro have the same capability.

A practical upgrade judgment is: if the team cannot come up with three workflows that will be executed every week, don't upgrade for now. The bottleneck may be the division of processes and responsibilities, rather than tools. The subscription fee may be lower than an inappropriate outsourcing or wasted advertising budget, but this comparison only makes sense when the team actually uses it and records the saved time and error rate.

8、 First provide direction, then expand automation

If the team cannot clarify the positioning, buyer issues, and evidence supporting the claims, AI will only amplify the chaos faster. People must define tasks, verify facts, and retain the final decision-making power. Lai Rui Huan Lue's LINK Framework Can serve as a structural tool for examining market language, buyer intent, communication narrative, and execution rhythm.

30 day landing path:

• Week 1: Propose and test a website modification on the temporary storage page.
• Second week: Write a knowledge document or skill for a repetitive marketing task and complete the review.
• Third week: Connect an approved application and first create a read-only CRM summary.
• The fourth week: Draft an analysis report based on verified data and have the team cross check each item.

Default read-only throughout the process, use sandbox first, record saved time and discovered errors, and specify the final approver. After verifying reliability, gradually open up higher permissions.

Frequently Asked Questions

Do I have to pay to use the value?

not always. The free plan is sufficient to test simple drafting and content organization, but browser automation, high usage, and some connectivity capabilities usually require payment or administrator access.

Should Claude or ChatGPT be used for website modification?

If the job requires Claude to read and operate web pages in Chrome, Claude in Chrome is more direct, but requires a paid subscription that meets the conditions. Regardless of which tool is used, it should be checked by the website manager before official release.

Can AI securely connect to CRM?

It can be attempted under the premise that the permissions have been reviewed and the data processing meets the company's requirements. Read only first, then sandbox, do not grant write permission just because the connection is successful.

Will automated development letters result in LinkedIn accounts being banned?

There is a risk of account restriction. LinkedIn restricts unauthorized automation and does not have official security quotas. Do not rely on automatic crawling and batch sending; Consult legal for specific compliance issues.

What should small teams automate first?

Prioritize tasks that repeat weekly, have clear input, and are easy to detect errors, such as organizing meeting minutes or generating read-only summaries, rather than directly sending customer messages or modifying CRM.

Which decisions cannot be handed over to AI?

Market positioning, customer commitments, evidence authenticity, budget choices, personal data processing, and external release responsibilities should all be ultimately judged by authorized personnel.

The savings brought by AI are real, but usually flow to teams that know what problems they need to solve and can accept the results. Tools can be cheap, but judgment cannot be outsourced. Lai Rui Huan Lue helps Chinese B2B teams establish internal structures, processes, and capabilities, making AI tools the execution support for the team rather than a substitute for direction.Understand Lerui Huanlue。