Telegram Risk Word Grouping Design Guide: Compliance, Marketing, and Sensitive Information Internal Control Strategies

In Telegram customer service and community operations, agents handle a large volume of conversations daily: responding to user inquiries, promoting products, and managing after-sales support. However, manual operations are prone to errors—agents may accidentally send payment addresses, leak customer phone numbers, or use prohibited promotional language. Such incidents can harm brand reputation or trigger compliance risks.

Telegram risk word grouping is designed to address this issue. By categorizing risk words by scenario, you can make internal control rules more precise and audits more efficient, while avoiding disruptions to normal business due to false positives. Using TG-Staff’s internal control management as an example, this article details design strategies for three major risk word categories: compliance, marketing, and sensitive information, along with a complete setup-to-testing process.

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Why Telegram Risk Word Grouping? — Three Content Risk Control Scenarios

Managing risk words without grouping is like stuffing all tools into one drawer: hard to find and prone to misuse. The core value of grouping lies in:

• Precise triggering: Different projects and agent roles require different risk rules. For example, Agent A handles pre-sales and needs to monitor marketing language; Agent B handles finance and needs to monitor wallet addresses. Grouping ensures rules apply as needed.
• Traceable audits: Grouped trigger records are clearer, allowing operations teams to quickly identify which type of risk word was triggered in which project, reducing troubleshooting time.
• Reduced false positives: Separate common business terms (e.g., “email”, “address”) from truly sensitive terms (e.g., specific wallet addresses) to avoid blocking normal conversations.

Three typical scenarios are as follows:

Scenario Category	Example Risk Words	Recommended Trigger Action
Compliance	TRC20 address, ERC20 address, specific wallet fragment	Block sending
Marketing	”Commission”, “100% returns”, competitor names	Pop-up double confirmation
Sensitive Information	Phone number, ID number, API Key	Pop-up double confirmation

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Step 1: Understanding Telegram Content Risk Control Basics — Risk Word Groups and Internal Control Mechanisms

Before designing word groups, understand the core concepts of TG-Staff’s content risk control (internal control management). This feature is located in the “Internal Control Management” module of the console and is available with the Professional plan. For specific plan differences, see the official plans page.

Structure of a Risk Word Group: Group Name, Keyword Set, and Trigger Action

A risk word group includes three elements:

1. Group name: Identifies the group’s purpose, e.g., “Compliance-Wallet Address” or “Marketing-Competitors”. It’s recommended to name by “Scenario-Subcategory” for easy retrieval.
2. Keyword set: Supports adding multiple keywords, each can be a complete word, phrase, or address fragment. Regular expressions are not currently supported; variants (e.g., case differences, hyphen-separated forms) must be added separately.
3. Trigger action: Two options:
   • Pop-up double confirmation: When an agent’s message hits a risk word, a prompt appears for the agent to confirm whether to proceed. Suitable for scenarios with high false positive rates.
   • Block sending: Directly blocks the message; the agent cannot bypass it. Suitable for strict compliance scenarios (e.g., wallet addresses).

Trigger Record Audit: Traceability of Agent Actions

Each hit record is stored in the audit log, including:

• Triggered agent
• Associated conversation
• Trigger time (to the second)
• Hit risk word

This allows you to trace at any time: which agent, in which conversation, attempted to send which risk words. This is critical data for compliance audits or agent training.

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Step 2: Designing Compliance Risk Word Groups — Wallet Addresses and Financial Sensitive Terms

If you are a Web3, exchange, NFT, or cross-border payment team, wallet address monitoring is essential. Agents guiding users to deposit may accidentally send incorrect payment addresses or be tricked into sending fake addresses by malicious users. The core goal of compliance risk word groups is to prevent agents from including unauthorized or incorrect wallet addresses in outbound messages.

Configuration Tips

• Keyword type: Full string or address fragment (e.g., first 8 characters) of TRC20/ERC20/BTC addresses. Address fragment matching improves fault tolerance, covering different variants of the same address.
• Trigger action: It’s recommended to set to “Block sending”. Once a wallet address is sent by mistake, financial loss is hard to recover; double confirmation leaves too much room for error.
• Grouping suggestion: Split by currency or chain, e.g., “Compliance-TRC20 Address” and “Compliance-ERC20 Address”, making it easier to associate different chain addresses with different projects.

Applicable Scenarios

• When an agent sends “Please deposit to the following address: TXYZ…” during a conversation, the system automatically intercepts it to prevent errors from manual input.
• Prevents agents from falling victim to social engineering attacks and mistakenly directing users to phishing addresses.

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Step 3: Designing Marketing Risk Phrases—Ad Scripts and Competitor Keywords

Marketing teams typically need unified messaging, but agents may add unauthorized promotional language (e.g., “guaranteed profit” or “commission rebates”) or mention competitor names (e.g., “XX Exchange” or “XX Wallet”). The goal of marketing risk phrases is to ensure agent output aligns with brand standards and avoids legal risks.

Common Marketing Violation Scenarios

• Competitor Mentions: Agents actively compare or disparage competitors when recommending products. For example: “Don’t use Platform A; their fees are high.”
• Overpromising: Use of absolute terms like “guaranteed returns,” “100% rebates,” or “zero risk.” Such language is restricted by advertising laws in most regions.
• Unauthorized Brand Terms: Agents use logos, slogans, or partner names not authorized by the brand.

Grouping Strategy: Isolate Marketing Risk Phrases by Project

If your team manages multiple Telegram Bot projects (e.g., different product lines or country markets), consider creating independent marketing risk phrases for each project. For example:

• Project A (North America market): Add regulatory body names like “SEC” and “FDIC” to prevent agents from falsely claiming official endorsements.
• Project B (Southeast Asia market): Add local competitor names (e.g., “Binance,” “OKX”) and local advertising violation terms.

This prevents risk phrases from Project A from interfering with normal operations in Project B.

It is recommended to set the trigger action to “pop-up for secondary confirmation,” as marketing language may sometimes be necessary (e.g., promotional campaigns). Completely blocking it could reduce operational efficiency. Secondary confirmation allows agents to decide whether the message is truly needed.

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Step 4: Designing Sensitive Information Risk Phrases—Customer Data and Internal Secrets

Customer privacy breaches are high-risk events in customer service operations. Agents may inadvertently copy customer phone numbers, emails, or ID numbers into conversations, or leak internal API keys or admin backend URLs. The goal of sensitive information risk phrases is to prevent sensitive data from being leaked through agent endpoints.

Configuration Recommendations

It is recommended to split customer data and internal secrets into two separate phrase groups:

• Sensitive Info-Customer Data: Includes phone numbers (e.g., “1[3-9]xxxxxxxxx” patterns), emails (with ”@” and common domains), and ID number patterns. Set the trigger action to “pop-up for secondary confirmation”—because customer service sometimes needs to verify user information (e.g., identity verification), and completely blocking it would disrupt service workflows.
• Sensitive Info-Internal Secrets: Includes API key prefixes (e.g., “sk-” or “api-”), internal system domains, and employee accounts. Set the trigger action to “block sending”—internal secrets should never appear in customer service conversations under any circumstances.

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Step 5: Configuration and Testing — From Phrase Management to Agent Permission Assignment

After completing the phrase design, proceed to the actual operation phase. Below are the complete steps to configure risk phrases in the TG-Staff console:

1. Log in to the Console: Visit https://app.tg-staff.com/ and enter the “Internal Control Management” module.
2. Create a New Risk Phrase Group: Click “New Phrase Group”, enter a group name (e.g., “Compliance-Wallet Address”), and select trigger behavior.
3. Add Keywords: Enter risk words one by one. Note: Each keyword occupies a single line. Regex is not supported; variants must be added manually.
4. Associate Projects: On the phrase group editing page, select the projects to which this phrase group should apply. A project can be associated with multiple phrase groups for multi-dimensional risk control.
5. Assign Agent Permissions: In “Agent Management”, configure the scope of projects that different agent roles can operate. Only messages from agents authorized for a project will be constrained by the corresponding phrase group rules.
6. Test Trigger Effects:
   • Log in to the Web portal using a test agent account.
   • Enter a message containing a hit keyword in the dialog (e.g., “Deposit address: TXYZ123…”).
   • Observe whether a secondary confirmation window pops up, or if the message is blocked from sending.
   • Return to Internal Control Management → Trigger Records, and check whether the audit log is fully recorded.

Testing Notes

• During testing, use keyword variants from real business scenarios (e.g., with spaces or special characters) to ensure comprehensive matching rules.
• It is recommended to assign 2–3 agent roles for separate testing to verify that permission isolation works effectively.

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Frequently Asked Questions

Q: Does risk phrase matching support regular expressions?

A: Currently, TG-Staff content risk control supports keyword or address fragment matching, but not regular expressions. It is recommended to add variant forms (e.g., uppercase/lowercase, hyphen-separated) as separate keywords. For example, “返佣”, “返 佣”, and “返-佣” need to be added individually.

Q: Can trigger records be exported? How long are audit logs retained?

A: Trigger records can be viewed in real-time within the console, including agent, session, trigger time, and risk word. For specific export functionality and retention duration, please refer to the TG-Staff Documentation or contact the customer service bot @tgstaff_robot.

Q: Can a project be associated with multiple risk phrase groups?

A: Yes. Each project can be associated with multiple risk phrase groups as needed for multi-dimensional risk control (e.g., enabling both compliance and sensitive information groups simultaneously). For example, a Web3 customer service project can be associated with both “Compliance-Wallet Address” and “Sensitive Information-Internal Confidential” phrase groups.

Q: If an agent sends a message that hits a risk word, what will the user see?

A: The user side remains unaffected. The trigger behavior only affects the agent side: a pop-up for secondary confirmation or blocking the send. The user will not perceive the risk control process. The message will not be sent to Telegram, and the user will receive no notification.

Q: Can the free trial version experience internal control management?

A: Upon registration, you get a 3-day free trial to experience all features. Internal control management is a Pro version feature, but it is fully available during the trial. After the trial ends, if you wish to continue using it, please upgrade to the Pro plan (see the official plan page for details).

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Next Steps

Risk phrase grouping is not a one-time configuration but requires continuous iteration based on business changes. It is recommended to review trigger records quarterly, analyze which risk words are frequently triggered and which are over-blocked, and adjust the keyword set and trigger behavior accordingly.

If you are looking for a content risk control solution for your Telegram customer service team, you can:

• Register for a Free Trial: Visit https://app.tg-staff.com/ to experience the full internal control management features within 3 days.
• Check the Documentation: Learn more about phrase group management, audit logs, and other operational details → https://docs.tg-staff.com/
• Contact Customer Service: For customized risk phrase solutions, contact @tgstaff_robot for one-on-one support.