Use AI to investigate a drop in TikTok ad performance
Find where CPA changed, from the campaign down to ad groups and creatives. Use Neuro to compare results and review a proposed adjustment.
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Ask the account before navigating another TikTok Ads Manager report
TikTok ad performance suddenly falls. The campaign table shows that spend rose, but it does not immediately reveal which ad group or creative caused the change. You align the date range, export a report, and open campaigns, ad groups, and ads one by one before you can ask the next question.
Connect your TikTok Ads account to Neuro and ask for the dates and metrics you need in web chat. Inspect the lower-level results and current settings for campaigns that changed, then review a proposed adjustment in the same conversation.
Move from an answer to real ad operations
Finding a candidate in a report is only the first step. Before changing it, check the account’s current settings. Neuro can use reporting and supported operational tools together to refresh the budget and status and prepare a proposal.
| What you ask | What the AI checks | What happens next |
|---|---|---|
| Find where performance weakened | Compare spend, impressions, clicks, and conversions, then move from campaigns to ad groups and ads. | Separate maintain, investigate, and adjustment candidates with evidence. |
| Prepare a budget adjustment plan | Recheck current budget, status, recent performance, and the target name and ID. | Show current and proposed values side by side. |
| Apply only the rows I approve | Confirm the approved targets and requested values immediately before execution. | Run supported changes and report successes and failures separately. |
Connect a TikTok Ads account to a Neuro workspace
- Choose TikTok Ads from the connections page in your Neuro workspace.
- Authorize the required account access on TikTok. You do not enter your TikTok password directly into Neuro.
- Select the advertising account that belongs in this workspace.
- Open Neuro web chat and confirm the workspace and connected account.
- Ask for a read-only review of the last 7 days to confirm the connection and account currency.
Split the first workflow into diagnosis, proposal, and approved execution
Letting AI operate an ad account does not mean handing over every decision and permission at once. Keep reads and writes separate at first. Establish the facts, review a proposed change, and execute only the targets a person approves.
- Diagnose: compare campaign performance over the same period and find material changes.
- Trace: move down to ad groups and ads to locate where the change began.
- Propose: request a table with target name and ID, current value, proposed value, and evidence.
- Execute: change only approved rows and verify the result.
For Smart+, look beyond the campaign total
TikTok Smart+ can automate targeting, optimization, and creative selection, while the current experience lets advertisers choose full automation, partial automation, or manual controls by workflow. As automation increases, a campaign total alone becomes less useful for explaining why performance moved.
TikTok's official Smart+ reporting supports four levels: campaign, ad group, ad, and creative. Ask Neuro to move below the blended CPA and identify where spend share and conversion contribution changed. That produces a clearer operational recommendation than treating the campaign average as the cause.
Plain-English operations still need a clear target, current value, and approval
New TikTok campaign resources can begin delivering immediately under some creation settings. For a standard creation request that does not explicitly ask to go live, Neuro favors a disabled state so the setup can be reviewed. Any action that affects delivery or spend should keep before-and-after values visible.
| Task | Workflow in Neuro | What a person verifies |
|---|---|---|
| Performance analysis | Aggregate historical metrics and trace the cause through campaign, ad-group, and ad structure. | Date range, account currency, goal metric, and attribution basis. |
| Supported status, budget, or other changes | Recheck the target, apply an approved value, and return the result. | Name and ID, before-and-after values, and effects on spend or learning. |
| Create supported campaign resources | Check required fields and limitations, then prepare a reviewable setup. | Objective, budget, schedule, targeting, and whether the resource is actually active. |
Sources
- TikTok Ads Manager: How to create an ad
Official guidance to the campaign, ad-group, and ad structure and ad-creation workflow in TikTok Ads Manager.
- TikTok for Business: Smart+ upgraded experience
Official guidance to the current Smart+ experience with full, partial, and manual control options.
- TikTok for Business: Reporting for Smart+
Official guidance to campaign, ad-group, ad, and creative reporting levels and measurement considerations for Smart+.
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