Roadmap

Where the product is headed

This roadmap is a practical view of the problems Swep.ai is prioritizing next. It is directional rather than a delivery guarantee.

Last updated: April 8, 2026

Now

Improve launch readiness, support surfaces, and public trust signals so the product is easier to evaluate and safer to adopt.

Tighten execution loops between detected opportunities, deployable content assets, and proof of impact in subsequent runs.

Next

Expand collaboration, handoff, and client-facing reporting so agencies and multi-stakeholder teams can work inside the same operating layer.

Improve source intelligence, citation quality review, and explanation depth so teams can see not only what changed, but why models are choosing certain brands.

Later

Broaden enterprise controls, integrations, and workflow automation for larger organizations with stricter governance and rollout requirements.

Continue improving AI visibility diagnostics so recommendations become more actionable, more defensible, and faster to ship against.