The problem worth solving
Combine transaction identification and Logo Link to make expense reviews readable without hiding confidence.
A company record becomes useful when it can be recognized, routed and reviewed without a teammate opening five browser tabs for every account.
A workflow that teams can actually ship
Retrieve public brand context, attach logo and description fields, classify only with stated confidence and preserve the source domain alongside CRM edits.
For this pattern the practical entrypoint is `GET /v1/brand/retrieve`, combined with whichever workflow endpoint or presentation layer the product requires.
Workflow map
Scenario in practice
A sales operations team receives a CSV of work emails and wants account records that are readable before routing leads.
Start with one observable workflow, keep source URLs available during review and expand only after the result is reliably useful.
Try the capability
GET /v1/brand/retrieve Local API key:mh-localhost-dev-key
GET /v1/brand/retrieve?domain=web-tasarimci.comImplementation notes
Classification is a routing hint, not an unquestionable truth. Keep manual correction possible, especially where enrichment affects outreach or prioritization.
When the result affects a customer-facing experience, add an approval or override path rather than treating extraction output as immutable truth.
Signals to monitor
Track populated fields, accepted classifications, corrections, account routing speed and the quality of follow-up workflows.
Metrics turn a promising prototype into a maintainable product capability and make regressions easier to catch.
Try it with MediaHarvester
Open the local playground, choose the feature matching `GET /v1/brand/retrieve` and test with a public or authorized target.
The local project includes API, documentation, SDK, CLI, MCP and no-code surfaces so the same idea can move from exploration into implementation.
FAQ
Questions teams ask before implementing this workflow
What does this company intelligence workflow return?
It uses GET /v1/brand/retrieve and related MediaHarvester surfaces to return structured context together with metadata appropriate to the workflow.
Can I test this locally?
Yes. Run the local service at http://127.0.0.1:8013 and send X-API-Key: mh-localhost-dev-key to protected API routes.
Does it work with private or blocked pages?
The platform is designed for publicly accessible or authorized sources. Verification, login, permission and robots restrictions are reported rather than bypassed.
Can this be automated?
The same API surfaces are available through CLI, Python and TypeScript SDKs, MCP tools and starter no-code integration templates.
How do I keep the result current?
Use cache freshness controls such as maxAgeMs where exposed, and schedule refreshes in a production worker only as frequently as the business case needs.