01
Observe
Start with the facts you already have.
Enter a website and Crescade captures the public offer, search foundation and the signals a buyer can see. Connect first-party data only when it adds something useful.
Crescade AI · the operating model
A clearer way to run marketing with AI.
Crescade turns saved website evidence and connected data into focused reports, content briefs and recommendations your team can review.
The loop
Choose useful work from the evidence you have.
Tasks share confirmed company context. Pick any task with ready inputs; you do not have to complete a fixed chain of agents.
02
Decide
Turn evidence into a short queue.
Choose a task using confirmed company context. The workspace shows its required inputs, provider availability and credit cost before you run it.
03
Produce
Give each job to the right specialist.
Research, SEO/GEO, content and measurement agents work from the same confirmed context instead of four disconnected prompts.
04
Approve
Keep the consequential decisions with your team.
Review the report and add useful recommendations to your plan. This beta does not publish, send outreach, change budgets or implement recommendations.
05
Measure
Keep the next decision grounded in what changed.
After you authorize Google, select resources and complete a sync, Crescade records a sourced measurement baseline. An optional schedule refreshes read-only data; paid AI tasks remain manual.
The controller
One place to see what is happening and why.
The workspace keeps company context, reports, evidence and reviewed recommendations together. Paid AI tasks are launched manually when their provider and plan are available.
Crescade Controller
Illustrative plan · not a live workspace
01Clarify the homepage promiseexample
02Map the buyer comparison setexample
03Review the first content briefexample
The next action is shown with its source, required access and credit cost before it runs.
Company Memory
Review the company name, main message, public description and agent context captured from the website. Confirm or edit them before running a task.
See the handoffApproval boundary
Add to plan records a review decision. It does not publish, send outreach, change spend or edit an external system.
Meet the agentsBuilt for trust
A useful result is one you can check.
Source attached
Every recommendation points back to a captured source or says why a source is missing.
Scope visible
Connectors request the smallest read-only scope needed for the job.
Cost before work
Credits are reserved before a run and reconciled after it finishes.
Human decision
The workspace records who approved, edited or rejected an output.
Start with the public signal