• TRENDS
  • AUDIT
  • REPORT
  • HUMAN

How to analyze ad fraud trends with your AI

Connect Anura to your AI client to turn raw fraud data into clear insights. Your agent handles the data retrieval and pattern recognition for you.

Ask AI about this page

Short answer

How can I use AI to find ad fraud patterns?

Your AI uses Anura to pull fraud statistics for specific time windows and summarizes the results. This lets you spot sudden spikes in invalid traffic or shifts in quality without manual exports. You get a clear view of where your budget is being wasted.

The outcomes.

Where your insights land.

The AI processes the Anura data into these specific results.

TRENDS

Identify traffic shifts

The AI compares fraud rates across different time ranges. You see exactly when quality drops or spikes occur.

AUDIT

Spot suspicious patterns

Your agent flags unusual clusters of invalid activity. This helps you pinpoint specific sources or campaigns under attack.

REPORT

Summarized fraud stats

Instead of digging through spreadsheets, you get a plain English summary of your fraud metrics. It highlights the most important numbers.

HUMAN

Manual intervention

The AI identifies the problems, but you decide which campaigns to pause or which vendors to blacklist. You keep full control.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your fraud data and your decision making.

  1. Fetch fraud data

    The agent reaches into Anura to pull the specific fraud statistics you asked for based on your chosen time range.

    get_system_status

  2. Analyze patterns

    Your AI looks for deviations in traffic quality and identifies where fraud is concentrating.

    get_system_status

  3. Summarize findings

    The agent condenses the technical data into a readable format that highlights the most critical trends.

    get_system_status

  4. Prepare actions

    The AI suggests which specific timeframes or sources need your immediate attention.

    get_system_status

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Swap out the bracketed info for your actual campaign names or specific dates.

Anura Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_Cp5hQHtvZDO8Nyy2PG7Ov0ReK3yxZNhUjVOGInXv/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Anura capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "anura-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Cp5hQHtvZDO8Nyy2PG7Ov0ReK3yxZNhUjVOGInXv/mcp"
    }
  }
}
Copy into chat04

  • Pull the fraud statistics from Anura for the last 7 days and tell me if there are any major spikes.

  • Compare the traffic quality between the 'Summer_Sale' campaign and the 'Brand_Awareness' campaign using Anura data.

  • Summarize the fraud trends for my mobile app traffic over the past 24 hours.

  • Look at the Anura data for last week and identify which specific traffic sources had the highest invalid activity.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Anura once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your AI about your fraud data.

Connect Anura to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my Anura settings?

    No. The AI can only read and summarize data from Anura. You must log in to the Anura dashboard to change any configurations.

  • 02

    Can the AI pause my ad campaigns directly?

    No. The AI identifies the fraud trends, but you are responsible for taking action in your ad platforms.

  • 03

    Does the AI store my fraud data?

    No. The AI only accesses the data through the MCP to answer your specific questions.

  • 04

    Can I ask for data from a specific date range?

    Yes. You can specify any time range in your prompt, and the AI will pull the relevant statistics.

  • 05

    Can the AI delete fraud logs?

    No. The AI does not have the capability to delete or modify any data within Anura.

  • More questions about Anura? See everything the Anura Connector can do

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