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AI Cam Performer Batch Review

 

What This Page Does

This page lets you automatically fill in missing profile details for your cam performers using AI. Instead of manually entering information like age, gender, country, hair color, and other attributes for each performer one by one, the AI reviews performers in batches and suggests profile data for you. You then review the suggestions and approve or reject them.

[Screenshot: ai-cam-performer-batch-review-landing-page]

How to Get Here

Navigate to Admin Panel > Cams > Cam Performers, then click the AI Batch Review button.

Understanding the Page

When you open this page, you start on the batch selection screen. This is where you choose how many performers you want the AI to review in one session.

Credit Balance Banner

At the top of the page, a colored banner shows your current AI credit balance.

Banner Color What It Means
Green You have credits available and are ready to process
Yellow Your credits are running low (under $1.00)
Red No credits available -- you need to purchase more before processing
Tip: Each performer costs roughly $0.002 to process, so even a small credit balance goes a long way.

Statistics Cards

Below the banner, you will see cards showing key numbers at a glance:

  • Awaiting AI -- How many performers still need AI processing
  • AI Processed -- How many have already been processed
  • Live Performers -- Total number of performers on your site
  • Avg Processing Time -- About 3 seconds per performer
  • Avg Cost -- About $0.002 per performer

Batch Size Options

The main area shows a row of batch size cards. Each card tells you how many performers it will process and roughly how long it will take.

Batch Size Estimated Time Best For
5 ~15 seconds Trying it out for the first time
10 ~30 seconds A quick review session
25 ~1 minute A moderate session
50 ~2.5 minutes A standard work session
100 ~5 minutes Getting through a large backlog
250 ~12 minutes Bulk processing
500 ~25 minutes Processing your entire performer list
Tip: If this is your first time using AI batch review, start with a batch of 5 or 10 so you can get comfortable with the review process before tackling larger batches.

Processing Options

Below the batch size cards, you will find two optional settings:

Option What It Does
Auto-approve high confidence When checked, performers where the AI is very confident about its suggestions are approved automatically without you needing to review them
Minimum Confidence Sets how confident the AI must be for auto-approval (default is 80%). Higher numbers mean only the most accurate results are auto-approved

Common Tasks

How to Process a Batch of Performers

  1. Check the Awaiting AI count to see how many performers need processing.
  2. Verify the credit balance banner is green, meaning you have credits available.
  3. Click on the batch size card that matches how many performers you want to process.
  4. The page loads the processing screen with your selected performers displayed as cards.
  5. Click the Start Processing button.
  6. Watch as each performer card updates in real time. Cards change color as they are processed:
  • Yellow border -- Currently being processed
  • Green border -- Successfully processed and ready for your review
  • Red border -- Something went wrong with this performer (rare)
  1. Wait for all performers to finish processing.

 

Note: Processing happens one performer at a time with a short pause between each one. This is normal and ensures everything runs smoothly.

 

 

Warning: Large batches of 250 or 500 performers can take 12 to 25 minutes. You can leave the page open and let it run, or use the Pause button if you need to step away and come back later.

 

How to Review AI Suggestions

After processing completes, each performer card shows the AI's suggested profile data. Fields that the AI filled in or changed are highlighted in yellow.

  1. Look at each performer card and check the suggested information:
  • Gender, Age, Country, Hair Color, Body Type, and other profile details
  • The Confidence Badge in the corner tells you how sure the AI is about its suggestions (green = very confident, yellow = moderately confident, red = less confident)
  1. If the suggestions look correct, click the Approve button on that card. The data is saved to the performer's profile immediately.
  2. If the suggestions look wrong or incomplete, click the Reject button. The performer is marked as reviewed but no changes are made to their profile.
  3. After you make a decision, the card fades out and shows an Approved or Rejected label.

 

Warning: Approved changes go live on your site right away. There is no preview or undo step, so review the suggestions carefully before approving.

 

 

Tip: Pay extra attention to performers with red or yellow confidence badges. These are the ones most likely to have inaccurate suggestions and benefit from a careful review.

 

How to Use Bulk Actions

If you have many performers to review, you can approve or reject multiple performers at once instead of clicking each card individually.

To approve all high-confidence results at once (Smart Approve):

  1. Set the Confidence Filter dropdown to your desired minimum confidence level (for example, 80%).
  2. Click the Smart Approve button.
  3. A confirmation popup shows how many performers will be approved. Click to confirm.
  4. All performers meeting or exceeding that confidence level are approved automatically.

To approve or reject specific performers:

  1. Check the boxes on the performer cards you want to act on. You can also click Select All to check every card.
  2. Click Approve Selected or Reject Selected.
  3. Confirm when prompted.

To approve everything that was processed:

  1. Click Approve All Completed.
  2. Confirm when prompted.
  3. Every successfully processed performer is approved.

 

Tip: A good workflow for large batches is: first use Smart Approve at 80% confidence to handle the clear-cut results, then manually review the remaining lower-confidence performers one by one.

 

How to Pause or Stop Processing

You have full control over the processing at any time:

  • Click Pause to temporarily stop. The button changes to Resume so you can continue when ready.
  • Click Stop to halt processing completely. You can start a new session by clicking Start Processing again.

How to Use the Debug Panel

The debug panel is an optional tool that shows you the details of what the AI analyzed for each performer. Most users do not need this, but it can be helpful if you want to understand why the AI made certain suggestions.

  1. Click the Show Debug button.
  2. The panel appears showing details about the most recent AI request, including what information sources were used.
  3. Click Hide Debug to close the panel.

What the Confidence Badges Mean

Each processed performer card shows a confidence badge indicating how complete and reliable the AI's suggestions are.

Badge Color Confidence Level What It Means
Green 80% or higher The AI found good data from multiple sources. These results are typically accurate.
Yellow 60% to 79% The AI found partial data. Some fields may be missing or less certain.
Red Below 60% Limited data was available. Review these suggestions carefully before approving.
Note: Low confidence does not necessarily mean the suggestions are wrong. It often means the performer has a minimal public profile, so fewer details were available for the AI to work with.

What the AI Fills In

The AI attempts to fill in the following profile details for each performer:

Field Description
Gender Female, Male, Trans, or Couple
Age The performer's age
Country Where the performer is from
Location City or region
Ethnicity Ethnic background
Hair Color Hair color
Body Type Body type description
Bust Size Bust size category
Grooming Grooming style
Birthday Date of birth (if available)
Languages Languages the performer speaks
Tags Descriptive tags for search and filtering
Bio A short description of the performer
Note: The AI gathers information from multiple online sources and combines it with any data already in your system. Information you have already entered is preserved and will not be overwritten.

Tips for New Users

 

Tip:
  • Start small. Try a batch of 5 performers first to learn the review process.
  • Use Smart Approve wisely. Set the confidence threshold to 80% or higher so only the most accurate results are auto-approved.
  • Review red badges manually. Low-confidence performers deserve a closer look before you approve them.
  • Check your credit balance before starting large batches to make sure you have enough credits.
  • Approved data is immediate. Whatever you approve appears on your live site right away, so take a moment to review before clicking.

 

Troubleshooting

I see a red banner saying credits are unavailable

What you see: The credit balance banner at the top is red, and you cannot start processing.

How to fix it:

  1. Click the Buy More Credits link in the banner to purchase additional AI credits.
  2. Once your purchase is complete, refresh the page. The banner should turn green.

 

The AI suggestions seem wrong or incomplete for many performers

What you see: Most performers show red confidence badges, and the suggested data looks sparse or inaccurate.

How to fix it:

  1. This is normal for performers who have very limited public profiles. The AI can only work with information that is publicly available.
  2. Reject any inaccurate suggestions and consider entering the correct data manually on the performer's profile page.
  3. For performers with low-confidence results, use the Reject button rather than approving incorrect data.

 

Processing stops or shows errors for every performer

What you see: Every performer card turns red with an error message.

How to fix it:

  1. Check your internet connection. The AI needs to reach external services to process performers.
  2. Refresh the page and try again with a smaller batch size.
  3. If the problem continues, contact support for assistance.

 

A performer card is stuck on "Processing"

What you see: One performer card stays yellow and never finishes.

How to fix it:

  1. Click Stop to halt the current batch.
  2. Refresh the page.
  3. Start a new batch. The stuck performer will be included again for another attempt.

 

I approved something by mistake

What you see: You approved a performer but the suggestions were not accurate.

How to fix it:

  1. Go to Admin Panel > Cams > Cam Performers.
  2. Find the performer and open their profile.
  3. Manually correct any fields that are wrong.

 

 

Note: There is no automatic undo for approved changes, but you can always edit the performer's profile directly to fix any mistakes.

 

Page When to Use It
Cam Performers To view, search, and manually edit individual performer profiles
AI Learning Dashboard To see how your approve and reject decisions are helping improve AI accuracy over time
AI Model Batch Review To run the same kind of AI batch processing for models instead of cam performers

Version History

Version Date Changes
1.0.0 2026-02-04 Initial user-friendly guide created from technical documentation

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