Instagram Reels Scraper for agent
Turn Instagram Reel records into creator and content research with your AI agent. Use Glasser to collect accounts or selected Reel URLs, then ask your agent to group captions by theme and compare the engagement data available.
| Reel | Caption excerpt | Returned likes | Returned comments |
|---|---|---|---|
| instagram.com/reel/example-a/ | Morning coffee routine | 1,240 | 58 |
| instagram.com/reel/example-b/ | Making the first batch | 980 | 41 |
| instagram.com/reel/example-c/ | New roast, same ritual | 2,110 | 96 |
| instagram.com/reel/example-d/ | Behind the counter | Unavailable | 27 |
| instagram.com/reel/example-a/ | Morning coffee routine | 1,240 | 58 |
| instagram.com/reel/example-b/ | Making the first batch | 980 | 41 |
| instagram.com/reel/example-c/ | New roast, same ritual | 2,110 | 96 |
| instagram.com/reel/example-d/ | Behind the counter | Unavailable | 27 |
How it works
Collect a bounded sample from my creator list, classify captions by my product themes and retain the Reel URLs behind each finding.
ScrapeCreators
ApifyYour agent finds the data you need through Glasser.
Why choose Glasser Instagram Reels Scraper?
Collect the records.
Give your agent the research brief.
Glasser connects your agent to account collection and individual Reel lookups. With the captions and URLs in the same workflow, the agent can classify product mentions or content themes, compare creators and attach the posts supporting its conclusions.
Compare creators
on the criteria you choose.
Give your agent a creator list, time period and campaign themes. It can group the returned captions, compare available engagement fields and keep your own creator notes in the report. File and chart outputs depend on the tools available in your agent.
set up https://glasser.ai/SKILL.md
Collect Reels from my creator list for the period I choose. Group captions by my themes and compare available engagement data.
Collect a focused sample.
Expand when it is useful.
Start with $1 in free credit. Agree on accounts, dates and record limits before collection. ScrapeCreators bills its requests; the Apify source uses event-based pricing with a spending cap. Your agent can inspect the terms and collect only the records needed for your research.
$1Free credit to try your first research taskFrequently asked
questions.
Should I enter a profile or a Reel link?
Use an Instagram handle for an account’s available Reels. Give a specific Reel URL when you want to inspect one Reel. Your agent selects the matching source.
Can I collect Reels from several accounts or a date range?
Your agent can make separate requests for a creator list. ScrapeCreators supports further account pages; the selected Apify source accepts one URL per call and a newer-than date filter. Set a record limit and spending cap, and describe results as the collected sample.
Does this include comments or transcripts?
This page focuses on Reel records. The Instagram Comment Exporter covers a separate comment task. Transcription also requires a separate source and request.
Will it download the videos?
The task prepares a structured collection of returned Reel records. It does not promise video-file downloads or access to private content.
Are likes and play counts always returned?
Keep only the engagement fields actually supplied by the selected source. Reel info has an optional play-count request, but absent fields should stay blank rather than being inferred.
Can my agent analyze themes across creators?
It can classify returned captions against your research brief, retain the text supporting each label and compare engagement fields when available. Theme labels are agent analysis. A caption-only collection does not include full video understanding or transcription.
Where do I use this tool?
Use it in your AI agent after connecting Glasser. Local agents use the Skill and CLI; ChatGPT and Claude.ai use the connection flow in their setup guides. Describe your request, provide the inputs, and let your agent check the available sources.
How much will a task cost?
Glasser provides paid data on a pay-as-you-go basis. Ask your agent to check the selected endpoint's current price and estimate the scope before running the task. Charges for empty results or failed calls depend on that endpoint's terms.
Turn Reel records into a creator research report.
set up https://glasser.ai/SKILL.md