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Side-by-side comparison · Automation & Workflows

Gumloop vs Parabola vs Relevance AI

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Gumloop

3.9

From From $37/mo

Best overall

Parabola

4.0

Free to start

Relevance AI

3.7

Free to start

Comparing 3 tools, the maximum.

At a glance

Easiest to use

Pick it if: Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.

Best overall

Pick it if: Operations and finance teams at ecommerce and logistics businesses who live in spreadsheets.

Pick it if: Sales and revenue operations teams at growing companies who want AI agents doing research, prep and admin.

Overview

AttributeGumloopParabolaRelevance AI
In one lineBuild AI agents that research, scrape and enrich data across your work apps.Automates messy operations data jobs like reconciliations, reports and invoice audits.Build a team of AI agents for sales, support and ops work, without writing code.
Pricing modelFreemiumFreemiumPaid
Starting priceFrom $37/moFreeSee website
Free plan No Yes No
Works with Claude Code Yes No Yes

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeGumloopParabolaRelevance AI
Overall rating3.94.0Winner3.7
Ease of useHow quickly someone non-technical gets value from it.
4.0
3.5
3.5
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.0
4.5
4.5
Output qualityHow good the results are before you fix them.
4.0
4.5
4.0
Value for moneyWhat you get for the price, including the free plan.
3.5
3.5
3.0
Speed & reliabilityHow fast it is and how often it falls over.
4.0
4.0
3.5

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeGumloopParabolaRelevance AI
Access & platform
Free plan No Yes No
Mobile app No––
Desktop app No––
Browser extension Yes––
API access Yes– Yes
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO Yes Yes Yes
Connects to other apps Yes Yes Yes
Open source or self-hosted No No No
AI abilities
Works with your files Yes Yes Yes
Understands images Yes––
Makes images– No No
Makes video No No No
Writes code Yes––
Runs agents or automations Yes Yes Yes
Learns your brand or style Yes––
Works in many languages–– Yes
Capabilities score10/ 176/ 177/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeGumloopParabolaRelevance AI
Plans

ProOur pick

From $37/mo

Anyone who wants AI doing the research and data work.

BasicOur pick

Free

One person automating their own reports.

EnterpriseOur pick

Custom

Teams rolling out agents across a department.

Enterprise

Custom

Companies that need security controls and a private cloud.

Business

Custom

Operations and finance teams.

Which plan to pickPro is the only option short of Enterprise, so use the 14-day trial to run one real job end to end and watch the credit meter. If it comes in under 20,000 credits a month, you are set.Start on the free Basic plan to rebuild one report you do every week. If the team needs to share and govern Flows, ask for a Business proof of concept, which is free if it doesn't prove value.There is only one public option now: talk to sales for an Enterprise quote. Ask for a usage cap and clear reporting on credit spend in the contract.

Key features

AttributeGumloopParabolaRelevance AI
Standout features
  • Agents from a description
  • Web scraping and browsing
  • 35+ AI models
  • Company Brain
  • Chrome extension
  • MCP and CLI
  • Visual Flows
  • AI builder
  • Messy file handling
  • Reports and worklists
  • Scheduling
  • Governance
  • No-code agent builder
  • Ready-made sales agents
  • Human approvals
  • Testing and monitoring
  • Large integration library
  • API and MCP

Pros and cons

AttributeGumloopParabolaRelevance AI
Pros
  • Builds a working agent from a plain-English description
  • Strong at scraping, research and enrichment jobs
  • Unlimited seats, so the whole team can use one plan
  • Choice of models and the option to bring your own keys
  • Handles messy exports and PDFs well
  • Every step is visible and checkable
  • Strong fit for ecommerce and logistics data
  • Free plan to rebuild one real report
  • Business plans start with a proof of concept
  • Ready-made sales agents save setup time
  • Good controls for approvals, testing and monitoring
  • Wide range of integrations
  • Used by large, well-known companies
Cons
  • No free plan, only a 14-day trial
  • The 8% orchestration fee sits on top of model costs
  • Costs more than Zapier or Make for simple non-AI automations
  • Fewer everyday app connections than the big automation tools
  • Pricing and plan structure have changed several times
  • No public prices for team plans
  • Free plan is one user with limited AI
  • Complex Flows take time to learn
  • Older pricing and guides online no longer match the current product
  • No public self-serve pricing any more
  • Credit use is hard to predict and audit
  • Agents can stall mid-task and need watching
  • Fast-changing product and docs make it harder to learn

Who each one is for

AttributeGumloopParabolaRelevance AI
Best for
  • Website scraping and research
  • Lead enrichment and scoring
  • Summarising documents in bulk
  • Scheduled reports from your work apps
  • Inventory and order reconciliation
  • Shipping and parcel invoice audits
  • Weekly operations and finance reports
  • Combining exports from several systems
  • Sales research and meeting prep
  • Post-call follow-ups and CRM updates
  • Teams running many agents with approvals
  • Companies wanting governance over AI agents
You'll find it used by
  • Marketers
  • Sales teams
  • Researchers
  • Ops teams
  • Ecommerce operations
  • Finance teams
  • Supply chain and logistics
  • Marketplace sellers
  • Sales teams
  • Revenue operations
  • Customer success
  • Operations teams

Questions people ask

Which is better, Gumloop, Parabola or Relevance AI?

Parabola scores highest overall in our ratings (Gumloop 3.9/5, Parabola 4.0/5 and Relevance AI 3.7/5). Gumloop is best for website scraping and research and lead enrichment and scoring. Parabola is best for inventory and order reconciliation and shipping and parcel invoice audits. Relevance AI is best for sales research and meeting prep and post-call follow-ups and CRM updates.

Which is cheaper, Gumloop, Parabola or Relevance AI?

Gumloop: There's no free plan. Paid plans start at From $37/mo. Parabola: It's free to use. Relevance AI: Pricing isn't published; check the vendor's site for a quote.

Which is easier to use, Gumloop, Parabola or Relevance AI?

Gumloop rates highest for ease of use in our scores. Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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