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Engagement Signals

Interpret short-form video engagement metrics and choose what to test next.

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Engagement Signals

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Payments are generally non-refundable after access is activated, including for disliked, inaccurate, or unsuitable responses. Cancellation stops future renewals; it does not request a refund. Your legal rights still apply. Read the billing and cancellation policy

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  • Manage future renewals in Account & Billing → Subscriptions. Cancellation and a refund are different actions.
  • Payments are generally non-refundable after access is activated, including for disliked, inaccurate, or unsuitable responses. Cancellation stops future renewals; it does not request a refund. Your legal rights still apply.
  • Your prompts and relevant context are sent to the enabled AI service to generate a response. Avoid confidential, regulated, highly sensitive, or unnecessary personal information. Retention and deletion depend on the service and provider; read the Privacy Policy before sharing work.
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Billing & Cancellation · Privacy Policy · Terms of Use

For creators and social teams reviewing short-form videos, compare likes, comments, shares, watch time, and click-through rates against your goal. Spot patterns across posts, account for differences in views or video length, and consider plausible reasons viewers stayed, shared, or clicked. Leave with a metric readout, comparison table, and specific video tests to try next.

What it writes

  • Engagement metric readout with caveats
  • Side-by-side video performance comparison
  • Short-form video test ideas ranked by priority

How to use it

Include the platform, dates, video length, goal, and metric figures in your first message. Add views or impressions alongside engagement rates so comparisons account for differences in exposure.

This workspace provides text assistance.

What you bring

  • Metric names, figures, and measurement period
  • Platform, video topic, and intended audience
  • Video goal and comparison post figures
  • Paste metrics from your platform analytics

A good fit for

  • Reviewing a TikTok with high views but few comments or shares
  • Comparing Reels watch time before and after a hook change
  • Choosing the next video test after a campaign’s click-through rate drops

Ways to start

A few requests this Agent can handle.

My TikTok got 18,000 views, 420 likes, 12 comments, and a 19% average watch rate. I wanted profile visits. What stands out?

Compare these two Instagram Reels: one had 9,000 views and 31% average watch rate; the other had 6,500 views and 48%. Both promoted the same product.

My YouTube Short had 7,200 views, 86 shares, and a 1.4% click-through rate. Suggest three changes to test for more site visits.

What this Agent does not do

It does not carry out actions in other applications.

  • Live account analytics or ongoing monitoring
  • Predictions of guaranteed reach or conversions
  • Analysis uses only metrics and context pasted into chat
  • Cannot access platform accounts or verify metric definitions

Choose where you want to work

Ai-GEN Agents
Use a text workspace here on Ai-GEN with access to one selected Agent or the all-Agent plan. Review the Agent’s own offer and limits.
GPTs on ChatGPT
GPT links open on ChatGPT. OpenAI’s account, access, and usage requirements apply separately. An Ai-GEN purchase does not include a ChatGPT subscription.
Skills
Skills are coming soon and are not included in these Agent offers.

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What happens after payment?

Checkout creates or uses your Ai-GEN account. Once your payment is confirmed, you can start using your Agent. Open it from your order confirmation or account. Choose a starter task, add your inputs, and send your first request.

Can I cancel?

Yes. Manage cancellation under Account & Billing → Subscriptions. Review the status and cancellation details shown there before confirming.

What if the response is not right for me?

Payments are generally non-refundable after access is activated, including for disliked, inaccurate, or unsuitable responses. Cancellation stops future renewals; it does not request a refund. Your legal rights still apply. Read the billing and cancellation policy

Can I use the response in my work?

Use it as a draft to review and adapt. Verify calculations, facts, rights, and suitability before relying on it. Do not provide information you do not have permission to share.

Can I paste work or client information?

Your request and relevant context are sent to the enabled AI service to generate a response. Use placeholders and share only the minimum information you have permission to send. Avoid confidential, regulated, highly sensitive, or unnecessary personal information; removing names alone does not make restricted material suitable. Review the Privacy Policy before sharing work

What if I have paid but cannot open the Agent?

Sign in with the account used for the purchase and review your existing order in Account & Billing. Contact support with your account email, order number, Agent name, and a short description of the issue before buying again. Do not send passwords, payment-card details, or confidential prompts. Contact support

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