Roley • QA Agent

Roley checks whether the system is truly improving the answer, not just shipping more work.

Roley owns the reporting layer. He tracks visibility, position, sentiment, and recommendation movement across providers, then flags drift before the team starts trusting the wrong story.

Live answer-engine brief

Prompt cluster

best AI visibility agency for SaaS

Source gap

2 missing citations on review pages

Next build

comparison page plus proof schema

Measured lift

+18% answer presence in 14 days

R

Roley

Operator profile

QA Agent

Steady, methodical, and quietly strict.

Primary job

Roley keeps BobBuilds honest by measuring whether the answer changed, which sources moved it, and what needs another pass.

Quality and reporting board

AI visibility work, sorted into action.

Live workflow

scorecards

6

tracked

drift alerts

4

tracked

sentiment gain

+11

tracked

rank lift

#1.8

tracked
How Roley works
1

Reruns the answer set to see whether the market actually moved

2

Separates useful lift from noise, seasonality, and one-off citations

3

Flags when AI starts repeating the wrong claim or wrong source

Owns
Scoreboards for visibility, mentions, and sentiment
Regression checks on prompts, claims, and cited sources
Outcome reporting tied to recommendation lift and demand signals
Watches
Weekly provider answer snapshots and prompt reruns
Source share, rank, citation, and sentiment deltas
Pipeline, traffic, and conversion movement from AI-influenced demand
Ships
GEO score updates by prompt set and provider
Drift alerts, anomaly notes, and regression checks
Executive reporting with plain-language takeaways and next actions
Why Roley matters

Roley is the reason the system stays honest. He tells the crew whether the market actually moved or whether the work only looks busy on paper.

Move the answer

Roley works best when the rest of the crew can build on the same signal.

Roley is the reason the system stays honest. He tells the crew whether the market actually moved or whether the work only looks busy on paper.

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