# See how often Instagram accounts post sponsored content

**Use case:** 

Reads each account's recent captions and uses the Jev AI model to spot paid partnerships, #ad posts and product promotions, then reports what share of recent posts are sponsored. Use it to find creators who already work with brands - or to avoid feeds that are wall-to-wall ads.

## Input

```json
{
  "usernames": [
    "hudabeauty",
    "buzzfeedtasty",
    "nike",
    "natgeo"
  ],
  "includePosts": true,
  "enableAiAnalysis": true,
  "minBrandSafetyPct": 0,
  "minRelevancePct": 0,
  "excludeAdHeavy": false,
  "requireAllCustomTrue": false,
  "skipPrivate": false,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

## Output

```json
{
  "username": {
    "label": "Username",
    "format": "text"
  },
  "followersCount": {
    "label": "Followers",
    "format": "number"
  },
  "aiBrandSafety": {
    "label": "Brand safety",
    "format": "number"
  },
  "aiSponsoredContent": {
    "label": "Ad-heavy (AI)",
    "format": "number"
  },
  "sponsorMarkerShare": {
    "label": "#ad posts share",
    "format": "number"
  },
  "collabPostShare": {
    "label": "Collab share",
    "format": "number"
  },
  "topMentions": {
    "label": "Mentions",
    "format": "array"
  },
  "postsPerWeek": {
    "label": "Posts/week",
    "format": "number"
  },
  "daysSinceLastPost": {
    "label": "Days since post",
    "format": "number"
  },
  "reelShare": {
    "label": "Reel share",
    "format": "number"
  },
  "aiNiche": {
    "label": "Niche",
    "format": "text"
  },
  "url": {
    "label": "Profile",
    "format": "link"
  }
}
```

## About this Actor

This example demonstrates how to use [Instagram Profile Scraper with Jev AI - Niche & Brand Safety](https://apify.com/abdullahbilal-y/instagram-jev-ai-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/abdullahbilal-y/instagram-jev-ai-scraper.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/abdullahbilal-y/instagram-jev-ai-scraper.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).