# Instagram hashtag scraper for AI agents

Scrollport gives AI agents one tool to search Instagram hashtags, from Apify, through one connection. It costs $0.0037/result, paid per use from one prepaid wallet with no subscription, provider accounts or API keys. Agents use them over MCP, the CLI or the HTTP API.

Updated 13 September 2026

## Research Instagram hashtags with Scrollport

[Get started](https://scrollport.com/start)

Use verified tools with pay-per-use pricing. Provider access is included. Tools that work in your own apps ask you to connect that account.

Connect your first agent to receive $1 trial credit.

## Compare Instagram hashtag scraper tools

| Tool | Provider | What it returns | Price |
| --- | --- | --- | --- |
| [Instagram Hashtag Scraper](https://scrollport.com/tools/providers/apify/apify-instagram-hashtag-scraper) | Apify | Collect public Instagram posts for one or more hashtags. | $0.0037/result |

## Available tool

Get Instagram posts and reels

$0.0037/result

### Instagram Hashtag Scraper

Collect public Instagram posts for one or more hashtags.

Apify

## Questions about Instagram hashtag scraper

### How much do Instagram hashtag scraper tools cost?

It costs $0.0037/result. You pay per use from one prepaid wallet with no subscription. Your agent sees the exact price before each run, and connecting your first agent adds $1 of trial credit.

### What does Scrollport's Instagram hashtag scraper return?

Instagram Hashtag Scraper from Apify: Collect public Instagram posts for one or more hashtags. Its tool page lists the full output.

## Learn more about Instagram hashtag research

Use hashtags as discovery seeds for finding relevant content, creators and adjacent audience language, not as the boundary of the research itself.

**Start from the niche, not one tag**

Describe the audience, market and reason for the research. Give one or more seed hashtags if useful, then ask the agent to find adjacent terms and discard tags that attract the wrong audience or only generic high-volume content.

**Are hashtags enough to understand an Instagram niche?**

No. Hashtags are useful routes into a niche, but account networks, captions, recurring formats and audience responses often reveal more. Ask the agent to use the tag to discover strong sources, then evaluate the underlying content and creators.

**Compare recent evidence across creators**

Ask for a balanced sample across several relevant accounts and preserve source links and dates. Repeated language or formats across creators are stronger signals than a popularity-sorted hashtag result.

**Example prompt**

This prompt uses hashtags to expand a niche research set.

Example prompt to give your agent

`Use Scrollport's Instagram hashtag research tools to explore [NICHE OR AUDIENCE] in [MARKET OR LANGUAGE], starting with #[SEED HASHTAGS]. Find adjacent tags, relevant creators and recent public examples, remove generic or off-topic results, and show which themes and formats repeat across multiple accounts. Retain source links and show me the price before the paid run.`

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Canonical page: https://scrollport.com/tools/instagram-hashtag-scraper