An AI agent that operates your accounts end-to-end — diagnoses problems, decides on fixes, and executes them inside Google Ads. With audit logs, approval gates and full revert.
Not "AI suggestions" — concrete operations on your Google Ads account, with full audit trail. Click any capability for the technical detail.
search_term_report joined with conversion data. Flags ad groups with CTR < 50% of account median, CPA > 1.5x target, or impression share lost to budget. Produces ranked list of fixes with expected impact in dollars.
±15% per hour to avoid learning-phase resets. Respects your floors and ceilings per campaign group.
Aggregated from 1,847 production accounts running for 90+ days. Median, not best-case.
No black box. Each subsystem of the agent is documented, version-pinned, and benchmarked against industry baselines.
Bayesian multi-armed bandit that balances exploration vs. exploitation across keywords. Outperforms epsilon-greedy and pure-greedy bidding by 12–18% in our backtests on 2.3M ad-group days.
Decomposes seasonality, trend, and holiday effects per campaign, then reconciles forecasts across the account hierarchy. MAPE of 7.4% on 30-day revenue forecasts (industry baseline: ~22%).
Statistical Process Control with adaptive thresholds per campaign. Detects mean-shifts in CPC, CR, and conversion volume faster than fixed-threshold alerts. False-positive rate < 0.4%.
Beta-Bernoulli priors with Sequential Probability Ratio Test. Stops tests at 95% confidence with built-in multiple-comparison correction. Saves 38% of test sample size vs. fixed-n testing.
Classifies search queries into 14 intent classes (commercial, navigational, informational, brand-protect, etc.) for accurate negative-keyword decisions. F1 = 0.91 on internal benchmark.
Generates action plans in a strict JSON schema. Outputs are validated against a typed policy engine before reaching the executor — no hallucinated parameters, no malformed API calls.
A four-stage loop. Every step is logged, reversible, and gated by policies you control.
Pulls metrics, search terms, asset performance, and account-change history via Google Ads API. Refreshed every 15 minutes.
Combines a structured rules engine with an LLM planner. Generates ranked hypotheses with expected impact and confidence scores.
Routes the plan through your approval policy: auto-apply, single-approver, or quorum. Slack and email handoff supported.
Writes the change via API. Watches downstream KPIs against guardrails. Auto-reverts if a threshold is broken inside the revert window.
Selected from public case studies. Numbers are 90-day post-deployment.
Recommendations require human triage. The agent owns the loop end-to-end.
Compiled from public documentation, vendor pricing pages, and our own product testing (Mar 2026). Updated quarterly.
| Capability | Optmyzr | Adalysis | WordStream | Adsmith Agent |
|---|---|---|---|---|
| Autonomous executionwrites to Google Ads without human click | Manual | Manual | Partial | Full |
| Approval gates & quorumpolicy-controlled per action type | ||||
| Auto-revert on KPI breachrollback within revert window | ||||
| Tamper-evident audit logMerkle-chain, SIEM exportable | Basic | Basic | Cryptographic | |
| Self-hosted / VPC deployfor regulated industries | ||||
| Pricing modelpredictable cost vs. spend | % of spend | Per-account tier | % of spend | Flat / account |
| Starting pricemonthly, for 1 account | $249/mo | $149/mo | $264+/mo | $0 Solo / $249 Team |
| Free tierreal free, not trial | 14-day trial | 14-day trial | Free forever |
SOC 2 Type II audited. SSO, RBAC, audit trail, data residency. The agent runs locally on your machine — your account credentials never touch our servers.
The agent binary runs on your workstation. It authenticates to Google Ads via OAuth and never sends your refresh tokens or account credentials to our infrastructure. Optional cloud sync is opt-in and encrypted with your own KMS key.
Granular roles: Viewer, Analyst, Operator, Admin. Restrict who can approve actions, who can change policies, who can view financials. Per-account or per-campaign scope.
Every action is signed, timestamped, and hashed in a Merkle chain. Export to your SIEM (Splunk, Datadog) in real time. Suitable for SOX, internal-audit, and external review.
Define which actions auto-apply, which require single approval, and which need quorum. Different rules for spend thresholds, account criticality, or working hours.
For regulated industries: a fully self-hosted version runs in your VPC. No network egress to our infrastructure. Same agent, same audit, fully isolated.
The agent talks to the systems your team uses. Add or revoke access in one click.
Live uptime per subsystem over the last 90 days. Public status page at status.adsmith.ai.
Updated every two weeks. You can vote on priorities from inside the app under Settings → Roadmap.
A new build every 1–2 weeks. Auto-update on by default, or pin a version in Enterprise.
PMax-Insights API timeout when account has > 200 asset groupsoauth2-client to 4.8.2 (CVE-2026-1147)/metrics endpoint on local agentFounded in 2023 by three engineers who ran performance marketing at scale and got tired of duct-taping dashboards together.
Full SDK documentation, public benchmarks, and an open-source CLI for power users.
Full method-by-method reference. Python, TypeScript, Go SDKs.
Backtests on 2.3M ad-group days. Reproducible. Datasets included.
Command-line interface. MIT license. Self-host the agent.
SOC 2 report, GDPR DPA, sub-processor list. Self-serve download.
Live walkthroughs every Thursday, 4pm UTC. AMA with the team.
If the agent doesn't measurably improve your ROAS in 90 days, we refund the full Team subscription. Enterprise contracts include a written performance SLA — credits issued automatically if missed.
No per-impression fees, no take-rate of your ad spend. Pay for managed accounts and operator seats.
A team of PPC engineers — not a tier-1 outsourced helpdesk — answers every ticket.
Shared channel for Team & Enterprise. Real-time triage.
4,200+ marketers and engineers. Self-serve answers in minutes.
Direct line to your CSM. Available 24/7 with on-call rotation.
Download the agent, connect your account in two clicks, and watch the first audit log appear within five minutes.