Sign inSEO work needs a memory.
Searchlight turns committed strategy, agent work, shipped changes, and measured search evidence into one continuous learning loop—so every next move starts smarter.
Humans shape the strategy. Agents carry approved context forward.
01 / Strategy Binder
Start with committed direction.
Strategy often disappears into threads, documents, and old sessions. Searchlight preserves the approved direction in a versioned binder that people and authorized agents can carry into the work.
Versioned history
Every committed strategy stays available and comparable.
Human approval gates
Agents can read approved context; people decide what gets committed.
Illustrative Strategy Binder
Example strategy v2.4
Current direction
Strengthen commercial proof before the primary action.
$ mmai-searchlight strategy context
Connection verified
Loading committed strategy v2.4…
✓ Context ready for the agent session.
02 / Work where you work
Version-pinned context in the repository.
The Searchlight CLI brings authorized campaign context into the client repository and AI-agent session. Read strategy, record reviewable work, and keep execution tied to the approved direction.
Searchlight does not replace the repository or the agent. It gives both of them continuity.
Read
Version-pinned, committed campaign context.
Record
Reviewable annotations with affected pages and measurement plans.
03 / The observation
Observe the response.
Searchlight follows selected signals across a defined baseline and observation window so the team can learn without guessing.
SEO test #012
Search response after the change
Evidence, not a causal promise.
Searchlight shows observed movement. People inspect the signal, discuss competing explanations, and decide what it means.
Structured evidence returns to strategy.
Findings collect separately from the current committed strategy until a teammate reviews them. Stable direction stays stable; new learning remains visible.
Observe
Search Console and analytics snapshots follow the selected response signals.
Learn
A teammate reviews findings, refines the draft, and commits the stronger direction.
04 / One connected loop
One connected collaboration loop.
Humans set direction. Agents carry context. Searchlight structures evidence. Reviewed learning sharpens the next strategy.
Every step leaves the next person—or the next agent—with a clearer starting point.
Searchlight
Humans
Set direction and approve decisions
Agents
Carry committed context into execution
Evidence
Structure the observed response
Strategy
Turn reviewed learning into the next direction
Make every next move smarter.
Move from isolated SEO tasks to an operating system that remembers what the team learned.
- 01Connect one site✓
- 02Bring in the strategy✓
- 03Ship one meaningful change✓
Approved external collaborators can use invited workspace access.