Editing Results

Inline editing, bulk actions, and re-running results

Edit individual outputs, perform bulk actions, or re-run problematic rows.

Inline Editing

How to Edit a Result

1. Click on a Result Row

   Opens the detail panel

2. Click Edit

   Enter edit mode for the output text

3. Make Your Changes

   Edit the generated copy as needed

4. Save

   Your changes are saved immediately

What Happens When You Edit

• Quality flags re-checked — New flags may appear or disappear
• Original preserved — You can see what the AI generated
• Marked as edited — Results show they were manually modified

Editing is great for small fixes. For systematic issues, consider revising the template and re-running.

Bulk Actions

Select multiple results to perform bulk actions.

Selecting Results

• Click checkbox — Select individual rows
• Select all on page — Checkbox in header
• Shift+click — Select a range

Available Bulk Actions

Action	Description
Approve	Mark selected as approved (ready to use)
Reject	Mark selected as rejected (won’t export)
Delete	Remove selected results permanently
Re-run	Re-generate selected rows

Bulk delete cannot be undone. Results are permanently removed.

Bulk Approve/Reject Workflow

1. Filter to show only flagged results
2. Review each one quickly
3. Select rows that are acceptable despite flags
4. Click Approve
5. Select rows that need to be excluded
6. Click Reject

Re-running Results

Re-run rows that failed or produced poor quality outputs.

Re-run Selected

1. Select Rows

   Check the boxes for rows you want to re-run

2. Click Re-run Selected

   Selected rows are queued for re-processing

3. Wait for Processing

   New outputs replace the old ones

4. Review New Results

   Check if the new outputs are better

Re-run All Failed

From the job details page:

1. Click Re-run Failed
2. Only rows with status “failed” are re-processed
3. Successful rows are not affected

Re-run Flagged

Re-run only rows with quality flags:

1. Filter to “Has Flags”
2. Select all on page
3. Click Re-run Selected

Re-runs count toward your monthly usage! Each re-run consumes 1 row per template.

When to Edit vs Re-run

Situation	Recommendation
Minor fix needed	Edit inline
One word wrong	Edit inline
Output completely off	Re-run
Same issue on many rows	Revise template, re-run all
AI ignored instructions	Revise template, re-run all

Editing Tips

Keep the personalization

Don’t remove the personalized elements—that’s the whole point! Edit for quality while keeping specificity.

Match the tone

Keep your edits consistent with the overall tone of your campaign.

Check length

Make sure your edit still fits any length constraints for your email tool.

Consider the template

If you’re making the same edit repeatedly, update the template instead.