ContentAI blog post fact-check sample
Deliverable format: claim list, label, source note, suggested correction, and risk score.
Recommendation: Revise before publishing
Risk: Medium
Claims checked: 12
Verified: 7
Questionable: 3
Incorrect: 2
Evidence note: Statistic in paragraph 4 is outdated; current source says 41%, not 57%.
Suggested correction: Replace the unsupported market-size sentence with a sourced, dated claim.
Reviewer confidence: Medium — source landscape is changing quickly.
SourcesAI citation and source verification sample
Deliverable format: source existence, support level, broken links, and replacement source ideas.
Recommendation: Fix citations before using
Links checked: 9
Broken links: 1
Source supports claim: 5/9
Weak or mismatched support: 3/9
Issue example: Link 6 discusses onboarding cost, not retention improvement.
Suggested action: Replace Link 6 or soften the retention claim.
Reviewer confidence: High for link checks; Medium for domain interpretation.
Customer supportAI support reply QA sample
Deliverable format: accuracy, policy fit, tone, escalation flag, and corrected response.
Recommendation: Revise before sending
Risk: Medium
Issue 1: Refund promise exceeds policy.
Evidence: Policy says refunds require supervisor approval after 30 days.
Suggested wording: “I can escalate this for review and follow up with available options.”
Tone: Empathetic, but needs a clearer next step.
Escalate: Yes — billing/refund decision.
RAGRAG answer groundedness sample
Deliverable format: answer/source comparison, groundedness label, missing context, and refusal flag.
Recommendation: High risk
Grounded claims: 4/7
Unsupported answer: cites Source B for a claim not present in retrieved docs.
Broken or weak citations: 2
Missing context: Source A includes an exception the answer omits.
Should-have-refused: No, but answer should include caveat.
Correction: Cite Source A paragraph 3 only for the supported portion.
Reviewer confidence: Medium — retrieved source set may be incomplete.
Website QAAI-built website QA sample
Deliverable format: device notes, broken links, confusing copy, trust gaps, and conversion fixes.
Recommendation: Fix before launch campaign
Devices checked: iPhone-width mobile and desktop Chrome
Critical issue: Mobile hero CTA wraps below first screen.
Broken links: Pricing footer link returns 404.
Trust gap: No clear statement of what happens after submitting interest.
Suggested fix: Move the primary CTA above fold and add “no payment collected” note.
Reviewer confidence: High for observed UI issues.
AI agentsAI-agent work audit sample
Deliverable format: output review, provided context check, action approval notes, and handoff risks.
Recommendation: Human approval needed
Final output quality: Good summary, weak source traceability
Tool/context notes: Agent used the right CRM record but did not confirm stale contact status.
Action risk: Do not send automatically; relationship-sensitive account.
Approval checklist: Confirm recipient, update source date, add softer intro.
Reviewer confidence: Medium — tool logs were partial.
Product contentAI product content QA sample
Deliverable format: claim review, missing product facts, grammar/tone notes, and improved copy.
Recommendation: Revise before publishing
Risk: Medium
Issue 1: “Best in class” claim is unsupported.
Issue 2: Battery-life number needs a source or removal.
Missing info: Warranty length, compatibility, return window.
Suggested correction: Replace absolute claim with sourced spec or softer language.
Publish status: OK after claims are sourced or softened.