COVERAGE, WITHOUT THE GUESSWORK

Planned platforms. Clear status.

We’re validating collection methods and access. Listing a platform here does not mean a working integration or endorsement.

No collection integrations are live yet. BrandSeen’s walkthrough is a local simulation using fictional data.
PlatformStatusWhat remains to validate
ChatGPTPlannedPermitted access, collection method, evidence and costs
ClaudePlannedPermitted access, collection method, evidence and costs
GeminiPlannedPermitted access, collection method, evidence and costs
PerplexityPlannedPermitted access, collection method, evidence and costs
GrokPlannedPermitted access, collection method, evidence and costs
MuseUnder evaluationExact product/surface and permitted access
DotUnder evaluationExact product/surface and permitted access

An observation needs a method

API responses can differ from consumer chat interfaces. Before a platform becomes available, we need to explain the source, collection method, known model/version details, regional limitations and how failures are handled.

Collection is different from an assistant connection

Measuring a platform’s answers is different from letting an assistant operate BrandSeen through an API or MCP integration. Using a model internally does not make it a supported observation source.

No substitutions disguised as evidence

If a collection fails on one platform, another platform’s response cannot be labelled as its result. A completed answer without a mention is also different from a failed request.