Build AI agents for ad campaign management

Gumloop's AI agents handle account audits, competitor ad tracking, performance reporting, creative generation, and SEM research. Build them, tailored to your accounts, brand voice, and channel mix.

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Account Audit

Audit our Google Ads account this week. Rank fixes by CPA impact.

Gumloop

Audit done. 6 fixes worth shipping this week, ranked by estimated weekly CPA savings. The top three pay for the rest of the audit on their own.


๐Ÿšจ Top 6 fixes, ranked by impact

#FixWhereEstimated weekly savings
1Pause multi entity accounting (QS 2, 0 conversions on $920)Multi-entity (test)$920
2Pause expense management software (QS 3, 1 conversion on $2,140)Brand ยท Generic$2,140
3Fix /multi-entity landing page (4.9s load, 31% copy match, broken hero video)Web~$1,400 in saved Multi-entity test spend
4Rewrite ad copy for crestpay alternative (QS 4, 24% CTR room)Competitor terms~$520
5Cap "Generic high-intent" daily spend at $750 until CPA recoversGeneric high-intent~$340
6Improve /expense-management copy match (42% โ†’ 70%+)Web~$280

๐Ÿ’ธ Where the spend is leaking

  • Competitor terms campaign is overspending at $588 CPA against a $220 target. The crestpay alternative keyword carries the campaign but the rest of the ad group is dragging it down.
  • Multi-entity (test) is the worst per-conversion offender at $1,220 CPA. The keyword is fine intent, but Quality Score 2 plus a broken landing page means we are paying for clicks that bounce.

โœ… What is working

  • Brand at $117 CPA against $180 target. Do not touch.
  • Retargeting at $110 CPA against $160 target. Healthy.

๐Ÿ“ฆ Total estimated weekly savings if we ship all 6: $5,600.

Want me to draft the pause requests for the buyer to review, or open a Linear ticket per landing-page fix?

Ask a follow-up question...

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Built for paid media managers, growth marketers, SEM specialists, agencies, and creative leads

1. Give your agent superpowers by connecting apps

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Google Ads

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Google Sheets

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Firecrawl

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Semrush

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Slack

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Every account, every channel, on autopilot.

AI agents audit your accounts, watch your competitors, generate creative, and report on spend, on whatever cadence you choose.

Without vs. With Gumloop
For most teams, account audits happen once a quarter, if at all.
Your agent audits weekly, ranked by what's costing you most.
Spying on competitor ads means clicking ad libraries every week.
Your agent pulls every active ad and clusters them by theme.
Cross-platform reporting eats every Monday.
Unified Google, Meta, and LinkedIn digests in your voice, on schedule.
Creative variants take a week to ship. Most tests die there.
Batch-generated copy, image variants, and mockups, ready to A/B.
Spend goes weird. You find out three days later.
Your agent watches spend live and pings Slack the moment it drifts.

Build your ad agents once, run them everywhere, and refine their judgment as you go

Connect your tools

Plug in Google Ads, Meta, LinkedIn, Apify, Semrush, Firecrawl, your warehouse, and 100+ MCP servers so your agents work where your ad data already lives.

Choose your AI model

Pick the latest models from OpenAI, Anthropic, Google, and more to fit any task. Switch any time. All built into Gumloop, no API keys required.

Add custom skills

Skills are what make an agent yours. Teach it your CPA targets, your competitor list, your brand voice, and the way your team likes its alerts written.

Pause anything spending past CPA
Flag campaigns spending more than 1.5x target CPA for 3 days. Recommend a pause with the spend, conversions, and target side by side.
Cluster competitor ads by theme
Group every active Meta and LinkedIn ad by message theme, format, and reach band so you can read the strategy in one glance.
Anchor creative on past winners
Before drafting any new ad, pull the top 5 ads by ROAS in the last 90 days. Mirror their hook structure and brand voice.
Kat
Max

Interact with agents like colleagues

Tag agents in Slack or email and your spend alerts, performance recaps, and creative briefs come back like a teammate would, right in the channels where the team is already talking.

Slack

Coming soon:

Microsoft Teams
Gmail
WhatsApp

#paid-media

MessagesAdd canvasFiles
L
Lizzy8:42 AM

@Adbot What is our worst-performing keyword this week?

๐Ÿ’ฌ2๐Ÿ”ฅ1
M
Marcelo11:18 AM

@Adbot Did Crestpay launch new ads this week?

๐Ÿ‘€1๐Ÿ’ฌ1
G
Gonzalo2:35 PM

@Adbot Spend on the Meta retargeting set jumped 40% yesterday. Why?

๐Ÿšจ2๐Ÿ’ฌ1
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Keep them watching in the background

Schedule hourly spend checks, daily performance digests, and continuous competitor ad scans. Your agents never sleep, and you never miss a spend swing.

Spend Watcher

Hourly during business hours

Monitoring.

Performance Digest

Daily at 9 AM PST

Monitoring.

Competitor Ad Scan

Every 4 hours

14 new ads, 2 themes

0H

2H

4H

6H

8H

Orchestrate multi-agent workflows

Hand off the work. Your auditor flags a low-quality keyword, your creative agent drafts the replacement copy, your reporter logs the lift the same day.

Auditor Agent

Low-QS keyword flagged

Creative Agent

Drafted 3 replacement ads

Reporter Agent

Logged the lift in Sheets

Share with your team

Roll out an ad ops agent with role-based access. Buyers edit, creative leads run, finance governs the spend caps.

Katherine
KatherineAdmin
Max
MaxEditor
Marcelo
MarceloEditor
Lizzy
LizzyViewer
Lejla
LejlaViewer
Aron
AronViewer
Gonzalo
GonzaloAdmin
Rahul
RahulViewer
Wasay
WasayEditor

Watch them get smarter

Every interaction sharpens the agent. Every CPA fix that worked, every creative variant that won, every anomaly call that mattered. Captured, compounded, and shared back.

+12 skills learned this week
Cite original sources
Use Acme tone
Q3 launch facts
Skip self-promo blogs
Approved CTAs only
Customer story library
Brief = keyword + 5 H2s
Avoid jargon list

Every interaction adds to your team's collective playbook.

With enterprise-grade infrastructure and security

Role-based access control

Role-based access control

Manage reusable roles, shared credentials, and secrets with scoped access controls.

Virtual private cloud deployment
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Virtual private cloud deployments

Deploy Gumloop in your own cloud.

Anthropic

OpenAI

Gemini

DeepSeek

AI model restrictions

Control which AI models teams can use. Set guardrails and enforce spend policies.

Usage monitoring
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Usage monitoring

Track organization-wide credit usage in real time. Implement budget and quota controls to avoid surprises.

TODAY

Katherine
KatherineCreated an Agent
Aron
AronSet up a Slack Trigger
Gonzalo
GonzaloConnected Salesforce

WEDNESDAY

Marcelo
MarceloShared a Private Chat
Max
MaxCreated a New Team

Audit logging

Capture detailed audit trails for actions across the organization to understand where data is flowing.

AI proxy support
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AI proxy support

Bring your own API keys and route requests through your own proxy.

Sign in with Okta

Single Sign-On

Securely streamline identity and access management.

Zero data retention
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Zero Data Retention

Gumloop never uses customer data to train AI models. For third-party models, we have Zero Data Retention (ZDR) agreements and Data Processing Addendums (DPAs).

SOC 2 certifiedGDPR compliant

SOC 2 Type II Certified

Gumloop is committed to security, and is compliant with SOC 2 Type II and GDPR. Visit trust.gumloop.com to learn more.

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