# Gumloop vs Instagram Comments Scraper (Comments Scraper)

Gumloop records 379,557 monthly visits with -21.1% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. Instagram Comments Scraper (Comments Scraper) records 0 monthly visits with — growth and Free pricing.

| Metric | [Gumloop](https://openaitools.app/tool/gumloop) | [Instagram Comments Scraper (Comments Scraper)](https://openaitools.app/tool/instagram-comments-scraper) |
| :--- | :--- | :--- |
| Website URL | https://www.gumloop.com | https://chromewebstore.google.com/detail/comments-scraper-comment/bpmopkjnhjfiolaamabfnlbgpkekmoab |
| Categories | AI Workflow, No-Code&Low-Code, AI Agent, AI Web Scraping | AI Sales Assistant |
| Pricing Model | Freemium, Paid, Contact for Pricing | Free |
| Monthly Visits | 379,557 | 0 |
| MoM Growth Rate | -21.1% | — |
| Primary Market | United States | Global |
| Direct Visits | 125,579 | 0 |
| Review Score | 4.4 | 4.1 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Browser Extension |

## Gumloop

Gumloop positions itself as "agent infrastructure" for teams that want AI to execute work rather than just answer questions. You describe a task in plain language, pick a model, attach the connectors your company already uses (Slack, HubSpot, Salesforce, Gmail, Gong, and hundreds more), and the agent runs it — on a schedule, on a trigger, or in a shared chat where colleagues can @mention it. Everything the agent can do is mirrored from what a human would do, including logging into sites with a saved credential, clicking through interfaces, uploading files, and pulling data back out.

A big part of the pitch is governance. Gumloop puts credentials in a vault agents can use without ever seeing, records every browser session step by step with passwords masked, and gives admins role-based access, audit logs, AI spend insights, and per-agent model controls. Multiple providers — Anthropic, OpenAI, Google, xAI and open models — are available side by side, so teams can route cheap work to cheap models and hard reasoning to frontier ones.

Pricing is usage-based with a credit system layered on top of a seat-free plan structure. The Pro tier starts at $37/month and bundles 20,000 credits, unlimited agents and unlimited seats, plus an orchestration fee on top of usage; Enterprise adds custom pricing, VPC options, SSO/SCIM, connector policies and dedicated support. There is a 14-day free trial to start.

**Pricing & Plans:** 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales.

- **No-code agent builder:** Describe the outcome you want and let teammates who understand the problem assemble the agent — no scripting or learning curve required.
- **400+ connectors and app triggers:** Wire agents into Slack, HubSpot, Salesforce, Gmail, Gong, NetSuite, Shopify and hundreds more tools, then fire them on schedules, webhooks or events.
- **Real browser with a credential vault:** Agents sign in with saved logins or 1Password, browse from trusted connections, clear CAPTCHAs, and hand the live session to a human when needed.
- **Any model, side by side:** Run 35+ models from Anthropic, OpenAI, Google, xAI and open-source providers, or bring your own API keys, with per-agent access control.
- **Enterprise governance by default:** Session recordings with masked passwords, audit logs, SCIM/SAML, role-based access, AI spend insights and custom data-retention rules.

**Strengths:** Genuinely no-code: non-engineers can ship working agents without touching Python or JSON; Very broad connector library plus a real browser, so agents can reach tools that have no API; Strong enterprise controls — credential vault, masked session recordings, audit logs, RBAC, SSO; Model-agnostic with BYO API keys, which helps control cost and avoid lock-in

**Limitations:** Credit-plus-orchestration-fee pricing can be hard to forecast at high volume; The platform is evolving fast from workflows toward agents, so some docs and legacy features may feel transitional; Unlimited seats means real cost scales with usage rather than headcount, which surprises some buyers; Advanced governance (VPC, policies, dedicated support) sits behind custom Enterprise pricing

[Profile (Markdown)](https://openaitools.app/tool/gumloop.md)

## Instagram Comments Scraper (Comments Scraper)

The extension exists for one narrow job: turning the comment thread under an Instagram post into a spreadsheet. Give it a valid post URL, hit start parsing, and it returns rows with the comment id, text, username, profile URL, profile picture URL and date. When the export finishes you download it as CSV or Excel depending on what your tool of choice prefers. That makes it useful for reading sentiment at scale, building a list of engaged accounts, or archiving a campaign's comments before they scroll away.

Instagram rate-limits unauthenticated reads, and the extension is honest about this: when it hits a limit it enters a cooldown mode with a visible countdown, and if the limit persists the wait doubles before it retries. It also inserts human-like delays between requests to reduce the chance of triggering account flags. Everything is processed inside your browser, and the publisher states that no personal account details are stored or transmitted and that no password is ever requested.

The developer distributes it through the Chrome Web Store and runs igcommentexporter.com as the product site. Because the tool reads public data only, how much you can export in one go depends on Instagram's current limits for your IP address, which the publisher notes are not publicly documented. Review the platform's terms and applicable data protection law before using exported comment data, especially for marketing outreach.

**Pricing & Plans:** Free. The Chrome Web Store listing shows no purchase option and no subscription; the extension is installed and used at no cost.

- **One-click comment export:** Paste a public post URL, start parsing and download the collected comments without manual copying.
- **CSV and Excel output:** Results can be saved as CSV or Excel, ready for spreadsheets, BI tools or a database import.
- **Rich column set:** Each row carries the comment id, text, username, profile URL, profile picture URL and date.
- **Built-in rate-limit handling:** When Instagram throttles requests the extension shows a cooldown timer and backs off, doubling the wait if the limit continues.
- **Local, password-free processing:** Data is handled inside the browser and the extension never asks for your password or private account data.

**Strengths:** Free to install, with no subscription or in-app purchase; Exports CSV and Excel, so the data plugs into existing spreadsheet workflows; No login or password required, which removes the biggest account-safety worry; Handles rate limiting automatically with a visible cooldown countdown

**Limitations:** The store listing shows a very small user base and no ratings yet; Output size is bounded by Instagram's undocumented per-IP rate limits; A Chrome extension only — no Firefox, Safari or standalone web version

[Profile (Markdown)](https://openaitools.app/tool/instagram-comments-scraper.md)

## Frequently Asked Questions

### How do Gumloop and Instagram Comments Scraper (Comments Scraper) compare in monthly traffic?

Gumloop has 379,557 monthly visits, while Instagram Comments Scraper (Comments Scraper) has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Gumloop has a month-over-month growth rate of -21.1%; Instagram Comments Scraper (Comments Scraper) has —.

### How does pricing compare?

Gumloop: Freemium, Paid, Contact for Pricing. 14-day free trial; Pro starts at $37/month including 20,000 credits with unlimited agents and seats plus an orchestration fee on usage; Enterprise is custom-priced with contact sales. Instagram Comments Scraper (Comments Scraper): Free. Free. The Chrome Web Store listing shows no purchase option and no subscription; the extension is installed and used at no cost.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Manus](https://openaitools.app/tool/manus) | 19,195,779 | -1.7% | Free Trial | Executes autonomous multi-step web browser tasks, offering stronger general agentic execution than Gumloop's structured node pipelines. | [.md](https://openaitools.app/tool/manus.md) |
| 2 | [Zapier](https://openaitools.app/tool/zapier-com) | 5,065,248 | +0.4% | Freemium, Free Trial, Paid | Connects thousands of popular apps with robust traditional automations, but offers less native AI agent flexibility than Gumloop. | [.md](https://openaitools.app/tool/zapier-com.md) |
| 3 | [n8n](https://openaitools.app/tool/n8n) | 4,522,449 | -7.4% | Freemium | Provides powerful open-source node-based workflow automation, giving you more self-hosting control and flexibility than Gumloop. | [.md](https://openaitools.app/tool/n8n.md) |
| 4 | [ExportTok](https://openaitools.app/tool/exporttok) | 2,782,229 | +9.2% | Freemium | Pull TikTok comments into CSV or Excel without logging in | [.md](https://openaitools.app/tool/exporttok.md) |
| 5 | [MindStudio](https://openaitools.app/tool/mindstudio) | 1,793,337 | +14.2% | Contact for Pricing | Provides a visual builder for custom AI agents and workflows, similar to Gumloop's automation capabilities. | [.md](https://openaitools.app/tool/mindstudio.md) |
| 6 | [Nifty](https://openaitools.app/tool/nifty-ai) | 1,642,639 | +2.2% | Free Trial, Paid | AI crosslisting, cloud automation, and analytics for resellers | [.md](https://openaitools.app/tool/nifty-ai.md) |
| 7 | [CREAO](https://openaitools.app/tool/creao) | 619,749 | +39.2% | Freemium | Builds recurring automated business workflows connected to enterprise applications, mirroring Gumloop's integration focus. | [.md](https://openaitools.app/tool/creao.md) |
| 8 | [Taskade](https://openaitools.app/tool/taskade) | 539,714 | -9.4% | Freemium | Combines AI task management with workflow automation, offering a more collaborative workspace than Gumloop's data pipeline focus. | [.md](https://openaitools.app/tool/taskade.md) |
| 9 | [PhantomBuster](https://openaitools.app/tool/phantombuster) | 279,012 | -10.1% | Freemium, Free Trial, Paid | Focuses specifically on cloud web scraping and lead generation automation rather than general AI agent workflows. | [.md](https://openaitools.app/tool/phantombuster.md) |
| 10 | [Tines](https://openaitools.app/tool/tines) | 273,260 | +24.4% | Freemium, Contact for Pricing | Delivers enterprise-grade security and governance for automated workflows, but requires more deliberate setup than Gumloop. | [.md](https://openaitools.app/tool/tines.md) |

---
Source: https://openaitools.app/compare/gumloop-vs-instagram-comments-scraper

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)