Sponsored by APIMart.

HumanLayer VS Aeris

Compare HumanLayer VS Aeris, what is the difference between HumanLayer and Aeris?

You may like

Summarize

HumanLayer summarize

HumanLayer is an API and SDK that enables tool-calling AI Agents to contact humans for help, feedback, and approvals.

HumanLayer Landing Page

Aeris summarize

Aeris helps retailers and brands turn first-party shopping data into incremental sales across the open web, paid channels, and AI answers.

Aeris Landing Page

Compare Details

HumanLayer details

Categories AI Agent, AI API, AI Developer Tools, AI Workflow, Large Language Models (LLMs)
HumanLayer Website https://humanlayer.dev?utm_source=toolify
Added Time December 07 2024
HumanLayer Pricing --

Aeris details

Categories AI Agent, AI Marketing, AI Advertising
Aeris Website https://tryaeris.ai?utm_source=toolify
Added Time June 17 2026
Aeris Pricing --

Comparison of usage

How to use HumanLayer?

Integrate the HumanLayer SDK into your AI agent workflow. Use the @hl.require_approval() decorator to block function calls requiring human oversight. Contact humans through various channels and route approvals to specific teams or individuals.

How to use Aeris?

To use Aeris, online retailers and brands connect their product catalogs and advertising accounts to the platform. The system initiates in a read-only audit mode to learn what the brand sells and analyze where demand is forming. Users can then review the insights discovered by the autonomous agents and approve recommended actions to scale performance across various ad channels, publishers, and AI answers.

Compare Pros between HumanLayer and Aeris

Core features of HumanLayer

  • Require Human Approval for Function Calls
  • OmniChannel Contact (Slack, Email, Discord)
  • Advanced Approval Workflows with Escalations and Timeouts
  • Human as Tool (hl.human_as_tool())
  • Granular Routing of Approvals
  • LLM and Framework Agnostic

Core features of Aeris

  • Autonomous Commerce Media Agent for reaching high-intent shoppers across 500+ premium publishers
  • Unified Channel Agent to optimize budgets, bids, and audiences across Google, Meta, and TikTok
  • AEO (AI Engine Optimization) Agent to ensure product visibility and buyability within AI assistant responses
  • Four-layer engine architecture covering Execution, Strategy, Signal, and Data layers
  • Neutral platform design that safely handles first-party data without a walled-garden bias

Compare Use Cases

Use cases for HumanLayer

  • AI agents requiring human approval for critical decisions.
  • Workflows needing human feedback to improve agent performance.
  • Agentic AI workflows that need human oversight for production-grade reliability.
  • Automated lead generation with human feedback on lead quality.

Use cases for Aeris

  • Maximizing incremental retail sales across multi-channel paid ad networks automatically
  • Securing organic citations and product placement when consumers search via AI assistants like Gemini, ChatGPT, and Perplexity
  • Conducting a free, read-only ad spend audit to identify waste without committing credit card details

Different Plan between HumanLayer and Aeris

HumanLayer

Starter

$0/month

Free forever for Hackers and Tinkerers. Works with all popular frameworks. 100 operations/month. Pay as you go ($20/200 addt'l). Send to Slack, Email, Discord. Up to 10 active users. Limited Data Retention.

Premium

$500/month

Collaborate and scale. Remove HumanLayer Branding (BYO app/keys). Includes 2000 operations/month ($18/200 add'l). Advanced Approval Workflows w/ Escalations and Timeouts. Learning and Auto Approvals. Channels for MSTeams, SMS, RCS. Priority Support. 180-day retention on feedback datasets export.

Enterprise

Custom

Deploy into your Private VPC or on-prem. RBAC and SSO support. Volume discounts. Custom notification channels. Expert Advice on custom-built agents for sales, marketing, hiring, and more.

Aeris

Sorry, there are no data

Compare Traffic/Monthly Visitors

HumanLayer's traffic

HumanLayer is the one with 197.4K monthly visits and 00:00:24 Avg.visit duration. HumanLayer has a Page per visit of 1.54 and a bounce rate of 48.52%.

Visit Over Time

Monthly Visits 197.4K
Avg·visit Duration 00:00:24
Page per Visit 1.54
Bounce Rate 48.52%
Aug 2024 - May 2026 All traffic:

Aeris's traffic

Aeris is the one with 0 monthly visits and 00:00:00 Avg.visit duration. Aeris has a Page per visit of 0.00 and a bounce rate of 0.00%.

Visit Over Time

Monthly Visits 0
Avg·visit Duration 00:00:00
Page per Visit 0.00
Bounce Rate 0.00%
Mar 2026 - May 2026 All traffic:

Geography

The top 5 countries/regions for HumanLayer are:Vietnam 21.08%, United States 10.63%, China 6.89%, India 3.53%, South Korea 2.74%

Top 5 Countries/regions

Vietnam
21.08%
United States
10.63%
China
6.89%
India
3.53%
South Korea
2.74%

Geography

Sorry, there are no data

Traffic Sources

The 6 main sources of traffic to HumanLayer are:vs_sourcesSearchOrganic 41.63%, Direct 27.16%, Referrals 15.87%, vs_sourcesSocialOrganic 11.21%, vs_sourcesGenAi 3.42%, Mail 0.71%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%

vs_sourcesSearchOrganic
41.63%
Direct
27.16%
Referrals
15.87%
vs_sourcesSocialOrganic
11.21%
vs_sourcesGenAi
3.42%
Mail
0.71%
vs_sourcesAffiliate
0.00%
vs_sourcesDisplayAds
0.00%
vs_sourcesSearchPaid
0.00%
vs_sourcesSocialPaid
0.00%
Aug 2024 - May 2026 Worldwide Desktop Only

Traffic Sources

The 6 main sources of traffic to Aeris are:Mail 0, vs_sourcesGenAi 0, Direct 0, vs_sourcesAffiliate 0, Referrals 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0

Mail
0
vs_sourcesGenAi
0
Direct
0
vs_sourcesAffiliate
0
Referrals
0
vs_sourcesDisplayAds
0
vs_sourcesSearchPaid
0
vs_sourcesSocialPaid
0
vs_sourcesSearchOrganic
0
vs_sourcesSocialOrganic
0
Mar 2026 - May 2026 Worldwide Desktop Only

Which is better: HumanLayer or Aeris?

HumanLayer might be a bit more popular than Aeris.As you can see, HumanLayer has 197.4K monthly visits, while Aeris has 0 monthly visits. So more people choose HumanLayer. So the odds are that people will recommend HumanLayer more on social platforms.

HumanLayer has an Avg.visit duration of 00:00:24, while Aeris has an Avg.visit duration of 00:00:00. Also, HumanLayer has a page per visit of 1.54 and a Bounce Rate of 48.52%. Aeris has a page per visit of 0.00 and a Bounce Rate of 0.00%.

The main users of HumanLayer are Vietnam, United States, China, India, South Korea, with the following distribution: 21.08%, 10.63%, 6.89%, 3.53%, 2.74%.

See other comparisons

Featured*