Useful for learning and reproducible simulation—not real advertising.

AdMechanica is opening its research tools gradually. Every shopper, ad, click, sale, and dollar is simulated. The product does not connect to an ad network or recommend real bids and budgets.

Try the guided demo See the research tools

WHAT IS READY

Small, saved research workflows

Seeded simulations that can be repeated.
Private studies, reports, strategies, and research runs.
TAC/AA-inspired benchmarks with sources and limitations.
Bounded strategy robustness checks across controlled changes.

KNOWN LIMITS

What the beta does not promise

No historical TAC/AA protocol compatibility.
No real-market accuracy or claims about real shoppers.
No arbitrary uploaded code or remote bidding agents.
No unlimited workloads, uptime, or long-term free-tier storage.

PRIVACY AND SUPPORT

Keep sensitive information out

Do not enter real customer data, access tokens, advertising account details, or confidential campaign information. Product errors include a support ID that can be shared without copying private request data.

Security concerns should use GitHub private vulnerability reporting. General feedback can use the repository issue tracker without including private data.

RELEASE STATUS

Technically staged; human observation gate still applies.

New research capabilities are controlled independently and can be disabled without deleting saved evidence. General beta status is enabled only after designated tester, accessibility, security, and production-smoke evidence is recorded.