# Instagram Reels Analytics - Profile Reel Plays, Likes, Comments (`tenfoldfleet/instagram-reels-analytics`) Actor

Get Instagram reels analytics for any public profile: enter a username and get every reel with plays, likes, comments and engagement rate, plus post date, caption, hashtags, sound, collaborators and paid-partnership flag. Full reel history, no login. $3 per 1,000 reels; failures are free.

- **URL**: https://apify.com/tenfoldfleet/instagram-reels-analytics.md
- **Developed by:** [Tenfold Fleet](https://apify.com/tenfoldfleet) (community)
- **Categories:** Social media, Agents, MCP servers
- **Security:** Limited permissions
- **Stats:** 1 total users, 0 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 reels

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.

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 examples already wired to this Actor's own input schema, see the [API](#api) section below.

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`).

# README

### What does Instagram Reels Analytics do?

**Instagram Reels Analytics** gives you the **performance numbers of every public reel on an Instagram profile**. Type a **username** and get one row per reel with **plays, likes, comments and engagement rate**, plus the **post date, caption, hashtags, mentions, sound, collaborators, paid-partnership flag, duration and video link**.

It goes **back through the whole reel history**, not just the dozen reels a logged-out visitor sees first, so you can benchmark a creator's last month or last five years in one run. It works as an **Instagram reels analytics API** with **no login, no cookies and no Instagram account**: it only reads what Instagram shows to anyone who is not signed in.

> Not affiliated with Instagram or Meta. Instagram is a trademark of Meta Platforms, Inc.

### Why use it?

- 📊 **Creator benchmarking**: compare average plays and engagement rate across the influencers on your shortlist before you pay them.
- 🏷️ **Sponsored content audits**: the `isPaidPartnership` flag and `coauthors` list show which reels were brand deals and who they were made with.
- 🎵 **Sound research**: see which licensed tracks and original sounds a creator's best reels used.
- 🗓️ **Posting cadence**: post dates for the full history show how often an account posts and which months worked.
- 🤖 **Reporting and AI pipelines**: schedule runs, send rows to Google Sheets, Make, Zapier or n8n, or call it from an AI agent through the Apify API and MCP server.

**Need what is said in the reels?** Our [Instagram Reels Transcript](https://apify.com/tenfoldfleet/instagram-reels-transcript) actor turns speech into text ($0.012 per reel, the latest 12 reels of a profile). This actor has **no transcripts**: it is built for numbers, goes **deep into the history** and costs **$0.003 per reel**.

### What data can it extract?

| Field | Example |
|---|---|
| `username`, `ownerId` | `natgeo`, `787132` (the account that owns the reel) |
| `profile` | the profile you asked for (a collab reel can be owned by the other account) |
| `shortcode`, `url` | `DehZj9wggt0`, `https://www.instagram.com/reel/DehZj9wggt0/` |
| `takenAt` | `2026-10-15T19:00:02.000Z` |
| `caption`, `hashtags`, `mentions` | caption text, `["wolvesupclose"]`, `["bertiegregory"]` |
| `playCount` | `1421659` |
| `likeCount`, `commentCount` | `53831`, `404` |
| `engagementRate` | `0.038149` = (likes + comments) / plays, so 3.8% |
| `durationSec` | `30.04` |
| `audio` | `{ "id": "28762088093432459", "title": "Original audio", "artist": "natgeo", "isOriginal": true }` |
| `isPaidPartnership` | `false` |
| `coauthors` | `["bertiegregory", "natgeoanimals"]` |
| `isPinned` | `true` when the reel is pinned to the top of the profile |
| `videoUrl`, `thumbnailUrl` | links to the video file and cover image (they expire after a few days) |
| `viewCount` | views, only for reels you look up by link (see FAQ) |
| `error` | why a profile or link gave no reels, otherwise `null` |

### How to get Instagram reels analytics for a profile

1. Click **Try for free**.
2. Add one or more accounts to **Instagram usernames**: `natgeo`, `@natgeo` or `https://www.instagram.com/natgeo/` all work.
3. Set **Max reels per profile** (default 100; `0` means the whole history).
4. Optional: set **Only reels posted on or after** to analyze a period, for example the last 90 days.
5. Click **Start**, then download the rows as **JSON, CSV, Excel or HTML**, or read them through the API.

### How much does it cost?

**$3 per 1,000 reels** ($0.003 per reel) with pay-per-event pricing, and no meaningful start fee (the standard $0.00005 Apify actor start). You pay only for reels returned. These rows are **free**: profiles that are missing, private or hidden from logged-out visitors, profiles without reels, photos and carousels (they are skipped), bad links, and anything Instagram refused after all retries.

Example: the last 100 reels of 20 creators = 2,000 reels = **$6**.

**Free Apify plan:** up to **50 reels per run**. Any paid Apify plan removes the limit.

### Input

```json
{
    "usernames": ["natgeo", "@gordongram", "https://www.instagram.com/nasa/"],
    "maxReelsPerProfile": 100,
    "postedAfter": "2026-01-01"
}
```

To measure single reels instead, send links in `reelUrls`:

```json
{
    "reelUrls": ["https://www.instagram.com/reel/DehZj9wggt0/"]
}
```

### Output

```json
{
    "profile": "natgeo",
    "username": "natgeo",
    "ownerId": "787132",
    "shortcode": "DehZj9wggt0",
    "url": "https://www.instagram.com/reel/DehZj9wggt0/",
    "takenAt": "2026-10-15T19:00:02.000Z",
    "caption": "Keeping up with a pack of hunting wolves ...",
    "hashtags": ["wolvesupclose"],
    "mentions": ["bertiegregory", "disneyplus", "hulu"],
    "playCount": 1421659,
    "viewCount": null,
    "likeCount": 53831,
    "commentCount": 404,
    "engagementRate": 0.038149,
    "engagementBase": "plays",
    "durationSec": 30.04,
    "audio": { "id": "28762088093432459", "title": "Original audio", "artist": "natgeo", "isOriginal": true },
    "isPaidPartnership": false,
    "coauthors": ["bertiegregory", "natgeoanimals"],
    "isPinned": true,
    "videoUrl": "(expiring link to the .mp4 file)",
    "thumbnailUrl": "(expiring link to the cover image)",
    "source": "profile-feed",
    "input": "natgeo",
    "error": null,
    "scrapedAt": "2026-10-24T01:00:00.000Z"
}
```

You can download the dataset as **JSON, CSV, Excel, XML or HTML**, or fetch it with the Apify API.

### Tips

- **Use a date instead of a count** for period reports: with `postedAfter`, paging stops at the first older post, so the run is quicker and costs only for reels in your window.
- **Pinned reels** come first on a profile and can be old; they are kept when they are inside your date window and marked `isPinned`.
- **Whole history ends in late 2019**: reels did not exist before Instagram's first Reels test in November 2019, so paging stops once a profile's posts are older than that.
- **Engagement rate** is `null` when the creator hides like counts.
- **Deep histories take time**: Instagram serves a profile 12 posts at a time, so one account's reels come in at roughly one per second (in our tests 30 reels took 25 to 60 seconds for most accounts; plan on 10 to 20 minutes for 1,000 reels). Up to 8 profiles run in parallel. For the full history of a very large account, raise the run timeout above the default hour.

### FAQ

#### Does it need my Instagram login?

No. It never logs in and uses no cookies. It sees what a logged-out visitor sees.

#### Why do some profiles return no reels?

Instagram hides the posts of some accounts from logged-out visitors (a few large brands do this), and private accounts show nothing. Those come back as free rows with an `error` explaining why. Instagram also rate-limits logged-out traffic: each page is retried up to 8 times on fresh connections, and if it still fails the run keeps the reels it already returned and adds a free note.

#### What is the difference between plays and views?

Profile rows have `playCount` (every play, replays included), the number Instagram shows on the reels grid. Logged out, a single reel page shows **views** instead, so rows from `reelUrls` have `viewCount` and `engagementBase: "views"`. Do not mix the two when you compare reels.

#### Can I get comments, shares or saves?

No. Comment text needs another tool, and Instagram does not show shares or saves to logged-out visitors.

### Disclaimer

This actor collects only publicly visible data from public Instagram profiles. You are responsible for using the data lawfully, including privacy laws such as the GDPR, and for following Instagram's terms where they apply to you.

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# Actor input Schema

## `usernames` (type: `array`):

Public Instagram accounts to analyze: plain username (natgeo), @handle or profile link (https://www.instagram.com/natgeo/). Every public reel of each account is returned, newest first, up to "Max reels per profile". Free Apify plan: up to 50 reels per run.

## `reelUrls` (type: `array`):

Optional. Single reels to measure, as links like https://www.instagram.com/reel/DeTUk4sDSp-/ (/p/ links to videos work too). Logged out, Instagram shows views (not plays) for a single reel, so these rows have viewCount and an engagement rate over views.

## `maxReelsPerProfile` (type: `integer`):

Stop after this many reels per account (newest first). 0 = the whole reel history. Each reel returned is one charged result.

## `postedAfter` (type: `string`):

Optional date (YYYY-MM-DD). Paging stops at the first older post, so a recent date makes runs fast and cheap.

## Actor input object example

```json
{
  "usernames": [
    "natgeo",
    "gordongram"
  ],
  "maxReelsPerProfile": 24
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "usernames": [
        "natgeo",
        "gordongram"
    ],
    "maxReelsPerProfile": 24
};

// Run the Actor and wait for it to finish
const run = await client.actor("tenfoldfleet/instagram-reels-analytics").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "usernames": [
        "natgeo",
        "gordongram",
    ],
    "maxReelsPerProfile": 24,
}

# Run the Actor and wait for it to finish
run = client.actor("tenfoldfleet/instagram-reels-analytics").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "usernames": [
    "natgeo",
    "gordongram"
  ],
  "maxReelsPerProfile": 24
}' |
apify call tenfoldfleet/instagram-reels-analytics --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,tenfoldfleet/instagram-reels-analytics"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/Vtd2OAl3WZkDs8MKo/builds/zDaGpWvD6Pu6NvMxt/openapi.json