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Windsor.ai TikTok Ads

Windsor.ai v1.0.3

Analyze TikTok Ads

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Description

From the marketplace listing

Windsor.ai TikTok Ads connects your TikTok Ads data to your AI assistant, so you can analyze performance and manage campaigns in plain English. Discover connected ad accounts, inspect valid fields and options, and query campaign, ad group, and ad metrics (spend, impressions, clicks, CTR, CPC, and conversions) over any date range. On confirmation, it can also pause or enable campaigns, ad groups, and ads and set campaign and ad group budgets. Common workflows: - Compare spend, clicks, and conversions by campaign for the last 30 days - Find an underperforming ad group and pause it, after you confirm - Adjust a campaign budget without leaving the conversation Changes to your account are made only after you confirm the specific action; everything else is read-only. Windsor.ai is an independent product and is not affiliated with or endorsed by the platforms it connects to.

Language: English · Automatically detected from descriptions.

What changed

Windsor.ai TikTok Ads

Nov 2, 2026 · 3 saved observations

Files · Nov 2, 2026 · 06:11 UTC · Compared with Oct 31, 2026 · 00:17 UTC

WHAT CHANGED

Package or technical metadata updated

Package or technical metadata updated

Observed in package metadata. These changes alone do not establish a new customer-facing feature.

Open full comparison.

These are saved file metadata. Open a changed file to read its text edits.

Package file

Before

Oct 31, 2026 · 00:17 UTC

cb7437ab09bf915bdca0aebb7412630a7b7a6f685761d7e11f10e90416cf4d3b

After

Nov 2, 2026 · 06:11 UTC

cb39f6571da5d53e453b8586a90f37991eb80f29b0657e5e9b48d2ecc5cab220

Package file

Before

Oct 31, 2026 · 00:17 UTC

6935

After

Nov 2, 2026 · 06:11 UTC

7588

Compare changed files →

Metadata · Nov 2, 2026 · 06:11 UTC · Compared with Oct 31, 2026 · 00:17 UTC

WHAT CHANGED

Package or technical metadata updated

Package or technical metadata updated

Observed in package metadata. These changes alone do not establish a new customer-facing feature.

Open full comparison.

Declared skills

Before

Oct 31, 2026 · 00:17 UTC

[{"description":"Analyze and manage TikTok Ads through Windsor.ai. Use when the user asks about their TikTok Ads performance — pulling live campaign, ad group, or ad metrics (spend, impressions, clicks, conversions, CPA, ROAS), comparing...

After

Nov 2, 2026 · 06:11 UTC

[{"description":"Analyze and manage TikTok Ads through Windsor.ai. Use when the user asks about their TikTok Ads performance — pulling live campaign, ad group, or ad metrics (spend, impressions, clicks, conversions, CPA, ROAS), comparing...

Composer icon url

Before

Oct 31, 2026 · 00:17 UTC

https://files.openai.com/content?id=file_00000000ad488207857aac6a0ded3e99

After

Nov 2, 2026 · 06:11 UTC

https://files.openai.com/content?id=file_000000006d408211b1825c1ef28a861b

Logo url

Before

Oct 31, 2026 · 00:17 UTC

https://files.openai.com/content?id=file_00000000fbec82078af64457d6aa087d

After

Nov 2, 2026 · 06:11 UTC

https://files.openai.com/content?id=file_00000000736c82119fb2977bcd7feba7

Keywords

Before

Oct 31, 2026 · 00:17 UTC

[]

After

Nov 2, 2026 · 06:11 UTC

["tiktok ads","tiktok advertising","tiktok ads manager","tiktok","tiktok ads chatgpt","tiktok ads report ai","connect tiktok ads to chatgpt","tiktok ads to chatgpt","tiktok ads analytics","tiktok ads mcp","tiktok ads reporting","tiktok c...

Metadata: full comparison →Listing: full comparison →
Earlier changes · 4 more observation days on this page
Windsor.ai TikTok Ads

Oct 31, 2026 · 2 saved observations

Pricing references

Full description changed from “Changes to your account are made only after you confirm the specific action; everything else is read-only. Free plan available, no credit card required. ” to “Changes to your account are made only after you confirm the specific action; everything else is read-only. ”.

Metadata evidence →
Technical updates

Package contents changed in 5 files: .app.json, .codex-plugin/plugin.json, assets/icon.png, …. Open the file diff to inspect the edits.

Files evidence →
Windsor.ai TikTok Ads

Oct 30, 2026 · 1 saved observations

Pricing references

Full description changed from “Changes to your account are made only after you confirm the specific action; everything else is read-only. Free plan available, no credit card required. ” to “Changes to your account are made only after you confirm the specific action; everything else is read-only. ”.

Listing evidence →

Competitor profile

From the developer’s listing and package; capabilities are not independently tested. Package observed Nov 3, 2026.

Declared capabilities

  • Analyze TikTok Ads campaign, ad group and ad spend, impressions, clicks and conversions
  • Compare TikTok Ads CTR, CPC and campaign performance across date ranges
  • Find top and underperforming TikTok Ads campaigns, ad groups and ads

Declared limitations

  • Do not trigger for TikTok organic. Expected behavior: The app should not be invoked because organic TikTok analytics live in the TikTok Organic connector; this covers TikTok Ads only.
  • Do not trigger for other ad platforms. Expected behavior: The app should not be invoked because it covers TikTok Ads, not Meta or other ad platforms.
  • Do not act without confirmation. Expected behavior: The app should not run a pause action without first confirming the specific change with the user.

Review scenarios; not an exhaustive list.

Cost & access

Windsor.ai does not sell products, show plans, or process payments in the app.

Terms may have changed since this observation.

Starter prompt

What was our TikTok Ads spend and ROAS by campaign for the last 30 days?

View package source →

Keywords

Matches for “chatgpt ads”

Exact text from the indicated source. A mention alone does not establish support for your task.

Publisher keywords · listing

tiktok ads tiktok advertising tiktok ads manager tiktok tiktok ads chatgpt tiktok ads report ai connect tiktok ads to chatgpt tiktok ads to chatgpt tiktok ads analytics tiktok ads mcp tiktok ads reporting tiktok campaign performance tiktok ad groups tiktok ad spend tiktok conversions tiktok cpa tiktok cost per acquisition tiktok roas tiktok return on ad spend tiktok campaign budgets windsor.ai windsor ai

Plugin name

Windsor.ai TikTok Ads

Publisher subtitle

Analyze TikTok Ads

Publisher capabilities · listing

Analyze TikTok Ads campaign, ad group and ad spend, impressions, clicks and conversions Compare TikTok Ads CTR, CPC and campaign performance across date ranges Find top and underperforming TikTok Ads campaigns, ad groups and ads Pause or enable TikTok Ads campaigns, ad groups and ads after confirmation Set TikTok Ads campaign and ad group budgets after confirmation Discover connected TikTok Ads accounts and available reporting fields

Publisher description

Windsor.ai TikTok Ads connects your TikTok Ads data to your AI assistant, so you can analyze performance and manage campaigns in plain English. Discover connected ad accounts, inspect valid fields and options, and query campaign, ad group, and ad metrics (spend, impressions, clicks, CTR, CPC, and conversions) over any date range. On confirmation, it can also pause or enable campaigns, ad groups, and ads and set campaign and ad group budgets. Common workflows: - Compare spend, clicks, and conversions by campaign for the last 30 days - Find an underperforming ad group and pause it, after you confirm - Adjust a campaign budget without leaving the conversation Changes to your account are made only after you confirm the specific action; everything else is read-only. Windsor.ai is an independent product and is not affiliated with or endorsed by the platforms it connects to.

Files & skills

File archives

Plugin package6 files · 59.8 KBBrowse files →
Skill instructions
tiktok-ads6.04 KB

View saved version →

---
name: tiktok-ads
description: Analyze and manage TikTok Ads through Windsor.ai. Use when the user asks about their TikTok Ads performance — pulling live campaign, ad group, or ad metrics (spend, impressions, clicks, conversions, CPA, ROAS), comparing date ranges, or finding top or underperforming campaigns — or when they want to pause or enable a campaign, ad group, or ad, or change a campaign or ad group budget. Do not use for TikTok organic (that's the TikTok Organic connector — no ad or cost data there), or other ad platforms (Meta/Facebook, Google, LinkedIn, Microsoft Ads).
---

# TikTok Ads via Windsor.ai

Windsor.ai exposes live TikTok Ads data (read) and a small set of campaign
management actions (write) through MCP tools. The connector id is `tiktok`.
On the TikTok Ads app the connector is already scoped, so you usually do not
need to pass it — but when a tool asks for a connector, use `tiktok`.

Golden rules:

- **Never guess field, account, action, or option names.** They come from
  `get_fields`, `get_connectors`, `list_actions`, and `get_options`. Call those
  first; do not invent identifiers.
- **Reads are safe; writes change live ad spend.** Only call `execute_action`
  after the user has confirmed the specific change.
- Report numbers the user asked for, concisely. Don't dump raw rows unless asked.

## 1. Ground yourself first

Call `get_connectors` to see which TikTok Ads accounts are connected (each has
an id and, usually, a name). If none are connected, help the user connect one:
call `get_connector_authorization_url` (or `get_connector_connect_info` for the
auth type and steps) and give them the setup link — do not describe manual
dashboard navigation.

If the user names an account, match it to a connected account id. If several are
connected and the request is ambiguous, ask which account.

## 2. Reading performance data

1. Call `get_fields` for `tiktok` to get valid field ids (e.g. campaign,
   ad_group, ad, date, spend, impressions, clicks, conversions, ROAS, CPA — use
   the exact ids returned, not these examples).
2. If the analysis needs attribution or segmentation controls, call
   `get_options` to see the connector's options and valid values.
3. Call `get_data` with:
   - `fields`: the ids you actually need (keep the set small).
   - `accounts`: the target account id(s); omit for all connected accounts.
   - A date range: either `date_from`/`date_to` (`"2026-07-01"`), or
     `date_preset` — `last_7d`, `last_30d`, `last_Xd`/`last_Xw`/`last_Xm`,
     `this_month`, `this_year`, `last_year`. Append `T` to include today
     (e.g. `last_7dT`, `this_monthT`).
   - `options`: only if get_options showed relevant ones.
   - `filters`: optional conditions, e.g. `[["spend", "gt", 100]]`; combine with
     `"and"`/`"or"` and nest as needed.

Common requests → recipe:

- **Overview / trend:** fields `date` + the metrics, over a preset range.
- **By campaign:** fields `campaign` + metrics; sort/aggregate in your answer.
- **Best / worst campaign:** pull campaign + the metric, then rank; return only
  what was asked (e.g. just the campaign name) if the user constrained the
  output format.
- **Efficiency:** CPA = spend ÷ conversions; ROAS = conversion value ÷ spend.
  Compute from returned fields; note if conversions are zero.

Watch out: TikTok Ads money fields are in the account currency (state it if
known). If a field the user wants isn't in `get_fields`, say so rather than
substituting a different metric.

## 3. Managing campaigns (write actions)

TikTok Ads exposes a small set of write actions via `list_actions` /
`execute_action`. Always call `list_actions` first for the exact ids and JSON
schemas — treat the summary below as guidance, not gospel. They cover:

- **Status:** `pause_campaign` / `enable_campaign`, `pause_ad_group` /
  `enable_ad_group`, `pause_ad` / `enable_ad` — each reversible via its
  counterpart.
- **Budget:** `set_campaign_budget` (needs `campaign_id` and `amount`) and
  `set_ad_group_budget` (needs `ad_group_id` and `amount`). There is no
  ad-level budget action.

Budget mechanics:

- Amounts are in the **account currency major unit**, not a subunit — `100`
  means one hundred, not cents or micros.
- The budget type (daily, lifetime, or dynamic daily) is fixed when the
  campaign or ad group was created and is detected automatically; you only
  supply the new amount, not the type.
- `set_campaign_budget` and `set_ad_group_budget` set an **absolute** value,
  not a delta. To "raise by 20%", read the current budget first (via
  `get_data` or the platform), compute the new absolute amount, and set that.
- A campaign whose budget is unlimited (`BUDGET_MODE_INFINITE`) or managed at
  the ad group level has no campaign budget to set — use
  `set_ad_group_budget` instead, and vice versa for an ad group whose budget
  is managed at the campaign level (Campaign Budget Optimization). The action
  reports this rather than silently doing nothing.
- Lifetime budget changes take effect immediately. Daily and dynamic daily
  budget changes take effect from 00:00 the following day in the ad account's
  time zone — say so if the user expects an instant change.

Write workflow — every time:

1. Resolve the campaign/ad group/ad to its id (via a `get_data` read on the
   corresponding name and id fields if the user gave a name).
2. Build the exact params from the `list_actions` schema.
3. **Show the user the concrete change and ask them to confirm** — e.g.
   "Pause campaign 'Summer Sale' (id 123…) on account 456…?" or "Set daily
   budget for ad group X to €50.00?".
4. Only after an explicit yes, call `execute_action` and report the result.

If the user says "pause the worst campaign", first do the read + ranking, then
name the specific campaign and confirm before pausing — don't pause on the
strength of the aggregate alone.

## 4. Reference the user's data, don't fabricate

If a tool returns an error (unknown field/connector/account), call the relevant
discovery tool (`get_fields`, `get_connectors`, `list_actions`) and retry with
correct ids. Never fill gaps with made-up numbers or campaign names.

Referenced files: 1 — file references are metadata, not package contents.

Release notes

Add dedicated discovery keywords for platform names, common aliases, ChatGPT connection intent and supported reporting workflows, informed by the video-pipeline keyword matrix. Existing listing descriptions, capability labels, skills and MCP behavior are retained.

Declared in the saved package. Remote tools may change independently.

Package details

Publisher declarations from the archived package. These are separate from our research and the live service's terms.

Package author
Windsor.ai
Keywords
See keywords
Commerce declaration
Does not support commerceThis does not establish whether access is free or paid.
Review scenarios
5 positive · 3 negativeScenario counts, not test results.

Declared capabilities

  • Analyze TikTok Ads campaign, ad group and ad spend, impressions, clicks and conversions
  • Compare TikTok Ads CTR, CPC and campaign performance across date ranges
  • Find top and underperforming TikTok Ads campaigns, ad groups and ads
  • Pause or enable TikTok Ads campaigns, ad groups and ads after confirmation
  • Set TikTok Ads campaign and ad group budgets after confirmation
  • Discover connected TikTok Ads accounts and available reporting fields

Package observed Nov 3, 2026.

Technical details
First seen
Sep 30, 2026 · 22:02 UTC
Last seen
Nov 3, 2026 · 18:00 UTC
Latest observed change
Oct 31, 2026 · 00:17 UTC
Collection status
Collected

plugin_asdk_app_6a798064b7108191af56a1cbc622e65c

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