AI blog post fact-check sample
Deliverable format: Claim list, label, source note, suggested correction, and risk score.
Sample report excerpt
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Evidence note: Statistic in paragraph 4 is outdated; current source says 41%, not 57%.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. Sources on this topic change quickly.
AI citation and source verification sample
Deliverable format: Source existence, support level, broken links, and replacement source ideas.
Sample report excerpt
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.
AI support reply QA sample
Deliverable format: Accuracy, policy fit, tone, escalation flag, and corrected response.
Sample report excerpt
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 or refund decision.
RAG answer groundedness sample
Deliverable format: Answer-to-source comparison, groundedness label, missing context, and refusal flag.
Sample report excerpt
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 the answer should include a caveat.
Correction: Cite Source A paragraph 3 only for the supported portion.
Reviewer confidence: Medium. The retrieved source set may be incomplete.
AI-built website QA sample
Deliverable format: Device notes, broken links, confusing copy, trust gaps, and conversion fixes.
Sample report excerpt
Recommendation: Fix before launch campaign
Devices checked: phone-width mobile and desktop Chrome
Critical issue: Mobile hero CTA wraps below the 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 the fold and add a “no payment collected” note.
Reviewer confidence: High for observed UI issues.
AI-agent work audit sample
Deliverable format: Output review, provided-context check, action approval notes, and handoff risks.
Sample report excerpt
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.
AI product content QA sample
Deliverable format: Claim review, missing product facts, grammar and tone notes, and improved copy.
Sample report excerpt
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 the absolute claim with a sourced spec or softer language.
Publish status: OK after claims are sourced or softened.