Chat e chamada de ferramentas │ Rankfender v2.1 Docs

Chat Interface Overview

The RAISA Chat interface provides a conversational way to explore your Rankfender project data. Instead of navigating through multiple dashboards and reports, you can ask questions in plain language and receive data-backed answers instantly. RAISA interprets your questions, queries the relevant data sources, and responds with clear, cited answers.

You can open the chat interface from any page in Rankfender by clicking the chat widget in the bottom-right corner or by pressing Cmd/Ctrl+J. The chat expands into a slide-out panel that does not interrupt your current workflow.

What You Can Ask

RAISA understands a wide range of questions related to your project data. Here are the primary categories of queries you can make.

Performance Questions

Ask about traffic trends, ranking movements, and metric changes over any time period. RAISA will pull the relevant data and summarize the key findings for you.

"How did my organic traffic change this month?"
"Which pages lost the most traffic in the last 7 days?"
"What is my average position for branded keywords?"
"Show me the click-through rate trend for my top 10 pages."

Recommendations

Request strategic advice based on your current data. RAISA analyzes your keyword landscape, content performance, and competitive position to provide targeted recommendations.

"What keywords should I target next?"
"Which of my existing pages should I update first?"
"Where should I focus my content efforts this quarter?"
"What quick wins are available in my keyword portfolio?"

Competitor Comparisons

Compare your performance against tracked competitors across any dimension. RAISA can break down competitor data by keyword cluster, content type, or overall domain metrics.

"How am I performing vs [competitor] for cloud security keywords?"
"Which keywords does [competitor] rank for that I don't?"
"What content has [competitor] published recently?"
"Compare my domain authority trend against my top 3 competitors."

AI Visibility Analysis

Explore how AI models reference your brand and content. RAISA can provide detailed breakdowns of your AI presence across different models and query types.

"Which AI models mention my brand most frequently?"
"How has my AI visibility changed over the last 30 days?"
"What queries trigger AI citations for my competitors but not for me?"
"Show me the sentiment breakdown of my AI mentions."

Tool Calling

Beyond answering questions, RAISA can execute actions on your behalf through a capability called tool calling. When you request an action in the chat, RAISA identifies the appropriate tool, confirms the parameters with you, and then executes it. This allows you to manage your project without leaving the chat interface.

Before executing any tool, RAISA will display a confirmation showing exactly what action it plans to take and the parameters it will use. You must approve the action before it is executed.

Available Tools

Tool	Description	Example Prompt
Generate Content Brief	Creates a structured content brief based on keyword research, competitor analysis, and your brand book guidelines	"Generate a content brief for an article about Kubernetes security best practices"
Add Keywords to Tracking	Adds one or more keywords to your project's tracked keyword list with specified grouping and tags	"Start tracking the keywords 'cloud migration strategy' and 'hybrid cloud benefits'"
Create Report Snapshot	Generates a point-in-time report snapshot that captures current metrics across all tracked dimensions	"Create a snapshot of my current keyword rankings and traffic data"
Schedule Content Generation	Queues a content piece for AI-assisted generation using your brand book settings and content templates	"Schedule a blog post about zero-trust architecture for next week"
Update Monitoring Settings	Modifies your project's monitoring configuration, including alert thresholds, check frequencies, and notification preferences	"Set up an alert if my organic traffic drops more than 15% in a week"

Data Citations

Every response from RAISA includes citations to the underlying data sources. These citations tell you exactly where the information came from, the time range of the data, and which integration provided it. For example, a response about traffic trends might include a citation such as "Based on your Google Search Console data from January 1 to January 31, 2025."

Citations serve two purposes. First, they allow you to verify the accuracy of RAISA's responses by checking the original data source. Second, they help you understand the scope and freshness of the data being referenced, so you can determine how current the insight is.

Conversation Management

Chat history is persisted on a per-project basis. Each conversation thread is automatically saved and can be revisited at any time from the chat panel's history view.

Thread Titles — RAISA automatically generates a descriptive title for each conversation based on the initial question. You can rename threads at any time for easier organization.
Thread History — Access all previous conversations from the sidebar within the chat panel. Threads are sorted by most recent activity.
New Conversation — Start a fresh conversation thread at any time by clicking the new conversation button. Previous threads are preserved and accessible from the history.
Context Continuity — Within a single thread, RAISA maintains full context of the conversation. You can ask follow-up questions without repeating earlier details.

Rate Limits

The number of chat messages and tool calls available per month depends on your Rankfender subscription plan. RAISA displays your current usage and remaining quota in the chat panel footer. When you approach your limit, RAISA will notify you proactively. If you reach the limit, Insight Cards continue to function normally, but chat interactions are paused until the next billing cycle or until you upgrade your plan.