> ## Documentation Index
> Fetch the complete documentation index at: https://docs.gurubase.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Multi-Answer Jobs

> Answer 100+ questions at once from Excel files — perfect for RFPs, compliance, and security questionnaires

Upload an Excel file with questions, get AI-generated answers for all of them. Multi-Answer Jobs process hundreds of questions in minutes, using your Guru's knowledge base to provide accurate, source-backed responses.

## Why Multi-Answer?

<CardGroup cols={2}>
  <Card title="RFP Response" icon="file-contract">
    Complete 100+ vendor questionnaires in hours instead of weeks
  </Card>

  <Card title="Security Questionnaires" icon="shield-check">
    Answer SOC 2, ISO 27001, and vendor security assessments at scale
  </Card>

  <Card title="Compliance Audits" icon="clipboard-check">
    Handle GDPR, HIPAA, PCI-DSS questionnaires with consistent answers
  </Card>

  <Card title="Due Diligence" icon="magnifying-glass-chart">
    Respond to investor or M\&A questionnaires quickly
  </Card>
</CardGroup>

## Real-World Use Cases

<AccordionGroup>
  <Accordion title="RFP & Vendor Questionnaires" icon="file-contract">
    **The problem:** Your sales team receives a 150-question RFP with a 1-week deadline. Manually researching and writing each answer takes days.

    **With Multi-Answer:**

    1. Export the RFP questions to Excel
    2. Upload to Multi-Answer Jobs
    3. Get draft answers in minutes, backed by your 100+ real customer RFP documents, playbooks, and product docs
    4. Review, refine, and submit

    **Result:** RFP response time reduced from 5 days to 1 hour.
  </Accordion>

  <Accordion title="Security & Compliance Questionnaires" icon="shield-check">
    **The problem:** Enterprise customers send security questionnaires (SOC 2, VSA, CAIQ) with 200+ questions. Your security team is overwhelmed.

    **With Multi-Answer:**

    1. Upload your security policies, SOC 2 report, and compliance docs as data sources
    2. Import the customer's questionnaire
    3. Generate answers that reference your actual policies
    4. Security team reviews instead of writes from scratch

    **Result:** Security questionnaire turnaround reduced by 80%.
  </Accordion>

  <Accordion title="Due Diligence & Investor Questions" icon="briefcase">
    **The problem:** During fundraising or M\&A, you receive extensive due diligence questionnaires covering legal, financial, and technical details.

    **With Multi-Answer:**

    1. Upload relevant internal documentation
    2. Process the due diligence questionnaire
    3. Get consistent, accurate answers across all categories
    4. Legal/finance teams review and approve

    **Result:** Due diligence response completed in days instead of weeks.
  </Accordion>

  <Accordion title="Knowledge Base Quality Audit" icon="microscope">
    **The problem:** You want to test if your knowledge base can answer the most common customer questions accurately.

    **With Multi-Answer:**

    1. Export your top 100 support questions
    2. Run them through Multi-Answer
    3. Review trust scores and identify gaps
    4. Add missing content to your knowledge base

    **Result:** Proactively identify and fix KB gaps before customers hit them.
  </Accordion>
</AccordionGroup>

***

## Getting Started

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/empty.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=5148134c924424ec95ccee4b0d38c04a" alt="Empty Multi-Answer Jobs State" width="3560" height="1612" data-path="images/guides/multi-answer/empty.png" />
</Frame>

When you first access Multi-Answer Jobs, you'll see an empty state. Click "Create a Job" to begin.

## Creating a Multi-Answer Job

The job creation process consists of five configuration steps, followed by validation and job creation.

### Step 1: Upload Excel File

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/create-0.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=ccc97f8374f7077da962192103e0dc58" alt="Upload Excel File" width="3552" height="1748" data-path="images/guides/multi-answer/create-0.png" />
</Frame>

Upload your Excel file (`.xlsx` format). Click "Select File" to choose your document containing the questions you want to process.

### Step 2: Select Sheet

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/create-1.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=e8dbc03798df9685d324820f36d4054b" alt="Select Sheet" width="3564" height="1678" data-path="images/guides/multi-answer/create-1.png" />
</Frame>

If your Excel file contains multiple sheets, select which sheet contains the questions you want to process.

### Step 3: Select Header Row

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/create-1.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=e8dbc03798df9685d324820f36d4054b" alt="Select Header Row" width="3564" height="1678" data-path="images/guides/multi-answer/create-1.png" />
</Frame>

Click on the row that contains your column headers. Typically row 1, but you can select any row with column labels.

### Step 4: Select Question Column

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/create-2.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=1e32f5a409c63012082b5eab5aac4a1e" alt="Select Question Column" width="3552" height="1872" data-path="images/guides/multi-answer/create-2.png" />
</Frame>

Click on the column header (e.g., column A) to designate it as the question column. All rows below the header row will be processed as questions.

### Step 5: Select Answer Columns

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/create-3.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=f7e503271ecf220a6e8f99ac9d53b8fd" alt="Select Answer Columns" width="3564" height="1822" data-path="images/guides/multi-answer/create-3.png" />
</Frame>

Select one or more columns where generated answers should be placed. You can select multiple columns to generate different answer variations for each question.

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/create-4.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=d3ba558e58d51ce6629494714cf33475" alt="Ignore Rows Configuration" width="3558" height="1998" data-path="images/guides/multi-answer/create-4.png" />
</Frame>

### Step 6: Configure Answer Instructions

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/config.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=4220d9fd0ac2e490d3e55f12041811aa" alt="Answer Configuration" width="1030" height="1452" data-path="images/guides/multi-answer/config.png" />
</Frame>

#### Column-Specific Instructions (Optional)

Each answer column can have custom instructions.

#### General Instruction (Optional)

Provide general instructions that apply to all answers across all columns for consistent tone, style, or context.

#### Filter by Sources/Labels (Optional)

Configure filters to limit which data sources or labels should be used when generating answers.

### Step 7: Ignore Rows

Mark specific rows to be ignored during processing. Useful for skipping test questions, examples, or invalid entries.

**Instructions:** Click or drag on ROWS to mark them as ignored.

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/ignore-1.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=8a1e219ccc734c4867a6195ffbb11c3f" alt="Ignore Rows Step 1" width="3546" height="1838" data-path="images/guides/multi-answer/ignore-1.png" />
</Frame>

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/ignore-2.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=1ca7b8565eb5800258ec56936ef0185f" alt="Ignore Rows Step 2" width="3558" height="1908" data-path="images/guides/multi-answer/ignore-2.png" />
</Frame>

The job summary shows how many rows have been ignored, and these rows will be excluded from processing.

## Validation

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/ignore-3.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=a911e36f147ec10811516b54d4743569" alt="Ignore Rows Step 3" width="1024" height="796" data-path="images/guides/multi-answer/ignore-3.png" />
</Frame>

Before creating the job, Gurubase automatically validates your configuration. You can also manually trigger it by clicking "Validate". The validation shows:

* **Total Questions:** Number of questions that will be processed (excluding ignored rows)
* **Answers to Generate:** Total number of answers (questions × answer columns)
* **Answers to Skip:** If answer columns are filled for some rows, they will be skipped.
* **Answer Column Breakdown:** Shows how many answers will be generated per column

Green progress bars indicate all planned answers are ready. Once validation is successful, click "Create Job" to start processing.

## Managing Ongoing Jobs

Jobs that are currently processing appear in the jobs table.

### List

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/ongoing-list.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=4cdfb4c33be608c987bfeb8eb7f101a2" alt="Ongoing Jobs List" width="3542" height="1506" data-path="images/guides/multi-answer/ongoing-list.png" />
</Frame>

View all processing jobs with their status, progress percentage, total rows, and creation details. Click "View Details" to see more information.

### Details

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/ongoing-details.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=581d686803b91ad90b4726f80b674b94" alt="Ongoing Job Details" width="3546" height="1972" data-path="images/guides/multi-answer/ongoing-details.png" />
</Frame>

Monitor job progress with:

* **Progress Bar:** Visual indicator showing completion percentage
* **Summary Cards:** Total questions, processed count, failed count, and remaining count
* **Configuration:** Sheet, header row, question column, answer columns, and instructions
* **Rows Table:** Status, question preview, trust score, and links to view full details

Use the search field to find specific questions within the job.

## Managing Finished Jobs

Completed jobs show "COMPLETED" status and allow you to review results and download them.

### List

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/finished-list.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=1d293628c75d402d54d7b21dd1ed2a02" alt="Finished Jobs List" width="3558" height="1386" data-path="images/guides/multi-answer/finished-list.png" />
</Frame>

View all completed jobs with their status, 100% progress, and completion details. Use the download icon to export results.

### Details

<Frame>
  <img src="https://mintcdn.com/gurubase/Iz4ODw9HoPVuWhIw/images/guides/multi-answer/finished-details.png?fit=max&auto=format&n=Iz4ODw9HoPVuWhIw&q=85&s=5e530d7782c4722e5a5a14b88e8e0f20" alt="Finished Job Details" width="3546" height="1920" data-path="images/guides/multi-answer/finished-details.png" />
</Frame>

Review completed jobs with:

* **Download Result:** Export the Excel file with generated answers
* **Summary Cards:** Total questions, processed count, failed count (if any)
* **Results Table:** Complete list of processed questions with status, trust scores, and links to view full answers

Use the search functionality to find specific questions within completed jobs.

## Tips for Best Results

<AccordionGroup>
  <Accordion title="Prepare Your Knowledge Base First" icon="database">
    Multi-Answer quality depends on your data sources. Before running large questionnaires:

    * Upload relevant policies, documentation, and product specs
    * Ensure your SOC 2 report, security policies, and compliance docs are indexed
    * Test a few sample questions first to verify coverage
  </Accordion>

  <Accordion title="Use Column-Specific Instructions" icon="sliders">
    Different answer columns can have different instructions:

    * **Column B:** "Answer in 1-2 sentences, formal tone"
    * **Column C:** "Provide detailed answer with specific policy references"
    * **Column D:** "Yes/No only, with brief justification"

    This lets you generate multiple answer formats in a single job.
  </Accordion>

  <Accordion title="Review Trust Scores" icon="gauge">
    Each answer includes a trust score. Prioritize manual review for:

    * Low trust scores (answer may need more context)
    * Questions outside your knowledge base coverage
    * Answers that reference general knowledge vs. your specific docs
  </Accordion>

  <Accordion title="Filter by Labels for Targeted Answers" icon="tags">
    Your data sources can have labels (e.g., "security", "product", "legal"). When creating a Multi-Answer job, you can filter to only use sources with specific labels.

    **Example:** You have 500 documents, but for a security questionnaire, you filter to only "security" labeled sources. The AI will only reference your SOC 2 report and security policies — not product marketing docs.

    This ensures answers are grounded in the right documents.
  </Accordion>
</AccordionGroup>

***

## Next Steps

<CardGroup cols={2}>
  <Card title="Data Sources" icon="database" href="/guides/data-sources">
    Add the documents your Multi-Answer jobs will reference
  </Card>

  <Card title="Excel Extraction" icon="file-excel" href="/guides/excel-extraction">
    Best practices for preparing Excel files
  </Card>

  <Card title="Prompting Your Guru" icon="message" href="/guides/prompting-your-guru">
    Customize how your Guru generates answers
  </Card>

  <Card title="Analytics" icon="chart-line" href="/guides/analytics">
    Track answer quality and usage patterns
  </Card>
</CardGroup>
