One chain from evidence to implementation.
The machine can propose. You decide. The evidence stays attached.
SEO intelligence for AI
Your SEO strategy shouldn’t disappear the moment somebody starts building.
Querywright keeps the evidence, measured demand, your decision, generated work, and live implementation in one traceable chain.
So your AI can move faster without quietly making up the parts it forgot.
- 01Researchexplore · web design bronx · United States · $0.0103
- 02Demandmeasured zero · search volume 0 · not unknown
- 03Proposalsubmit_machine_proposal · pending your approval
- 04ApprovalYouapprove_machine_proposal · a tool the machine does not hold
- 05Generatefrom the approved strategy · claims declared · uncertainty explicit
- 06ReviewYouaccept_reviewed_copy · you accept, or don’t
- 07Verifychecked against the approved strategy · verified · drift none detected
You already did the hard SEO work. Stop paying to rediscover it.
- Researchlives in one tool.
- Strategylives in a document.
- AIworks from partial context.
- Implementationlives in code.
Querywright keeps the reason attached.
- Observed
- Measured
- Inferred
- Approved
- Verified
The model thinks. Querywright remembers what actually happened.
Inferred is the only state drawn without a fill. Uncertainty stays visible.
AI makes missing context cheaper to ignore.
A model can turn “we don’t know” into “probably.”
Querywright preserves the boundary between what was observed, what was measured, what the machine inferred, and what you approved.
Research
Bounded, persisted, and priced. Session explore · web design bronx · United States, complete, cache fresh, provider cost $0.0103.
Demand
Measured means measured. State measured zero, search volume 0. Not unknown. Not missing.
Proposal
The machine reasons from the evidence and says so, in writing. Statuspending your approval.
Approval You
Recommendation and authority stay separate. Approval is a decision, never an inference.
Generate
Works from the approved strategy. Claims declared, uncertainty explicit.
Review You
You accept the work, or don’t. The machine waits.
Verify
Checked against the approved strategy. Result verified, drift none detected.
Your AI cannot invent the metrics.
Measured means measured.
0 fresh0 staleA measured zero is not missing evidence.
Your AI cannot approve itself.
Recommendation and authority stay separate.
submit_machine_proposalmachineapprove_machine_proposalyouSeparate tools. The machine holds one of them.
Verification knows what “correct” means.
Check the live site against the strategy you actually approved.
verifieddrift noneWhen something breaks, trace it to the decision that said it should be different.
Give your AI evidence it can reason from
Stop solving the same SEO decision twice.
- Keep the reasoning.
- Keep the approval.
- Keep the evidence.
- Verify what shipped.