# Give your agent a view of commerce.

Download SignalTally’s working local Agent Evaluation Kit. Inspect seven merchant records, dated evidence, freshness checks and a structured research handoff.

The next generation of commerce software needs context it can inspect. Give your agent merchant evidence with dates, meaning and clear limits on the next action.

## Evidence before inference

Every handoff carries the detected theme, Apple Pay registration country and popularity context with separate observation dates. A premium theme is a classification, not a claim that a merchant just purchased it.

## Freshness your workflow can evaluate

Set an evidence-age limit. The adapter flags observations outside that window, including observations dated after the evaluation date, and recommends refreshing before account research. It preserves the original records for inspection.

## Built toward your production workflow

Use the local kit to evaluate the data contract, then scope licensed coverage and delivery with SignalTally. Production APIs, webhooks and MCP connections require a separate agreement; the download is not a live connector. Contacts and authorization are required before any outreach workflow.

## Download the working kit

[Agent Evaluation Kit](https://signaltally.com/assets/signaltally-agent-evaluation.zip) · [JSON Schema](https://signaltally.com/assets/agent-handoff.schema.json)

Run locally with Python 3.10+: `python3 signaltally_eval.py --domain nanit.com`. The download contains seven already-public records, a Python adapter, schema and README. No credentials, network access or dependencies are required. It is not a production API or an MCP server. No contacts or outreach authorization are supplied.

## Related pages

- [Agent Kits](https://signaltally.com/agent-kits): Download three working commerce workflows for your team and agents.
- [SignalTally Radar](https://signaltally.com/product/radar): Find the merchant fit. Inspect the evidence. Prepare the next step.
- [Plan a production evaluation](https://signaltally.com/launch): Define your audience, delivery and acceptance criteria.
- [Understand the evidence](https://signaltally.com/research/commerce-observatory): Read the Commerce Observatory research.
- [Distribute under license](https://signaltally.com/partners): Explore the Authorized Partners programme.
- [Build your market](https://signaltally.com/product/market-builder): Size an audience using real theme and payment evidence.
- [Explore the commerce graph](https://signaltally.com/product/commerce-graph): Follow the connections behind selected merchant observations.
- [Align your buying team](https://signaltally.com/enterprise/evaluation): Create a shared evaluation brief and decision criteria.

Canonical source: [SignalTally](https://signaltally.com/developers)

[Data and attribution guide](https://signaltally.com/llms.txt)