Review Data Integrity Audit (QA)
A checklist with 7 steps: Inventory all review sources and verify platform coverage.
By InnovaAI ResearchPublished
Review Data Integrity Audit (QA)
- 01
Inventory all review sources and verify platform coverage
List every platform where the client has a presence, including Google, Yelp, Facebook, and industry-specific sites. Confirm that your review management tool monitors each one, as gaps here mean missed feedback and skewed reputation data.
- 02
Check for duplicate or orphaned review records
Scan the aggregated review feed for duplicates caused by API re-syncs or manual imports. Remove or merge these entries so response counts and sentiment analytics reflect reality.
- 03
Validate that review requests are only sent to verified customers
Review the automation rules that trigger review invitations. Ensure they fire only after a confirmed transaction or service completion, and that suppression lists exclude staff, vendors, or disgruntled non-customers.
- 04
Confirm response status and timeliness for every review
Pull a report of all reviews received in the last 30 days and flag any that lack a response or exceeded your client's SLA. Unanswered negative reviews are a churn risk and a local SEO signal you cannot afford to ignore.
- 05
Test that AI-generated reply drafts meet brand and compliance standards
Sample at least 10 AI-suggested responses across different sentiment scores. Check for factual errors, overly generic language, or regulatory issues (e.g., HIPAA for healthcare clients) before they go live.
- 06
Verify that review data flows correctly into CRM and reporting systems
Compare a sample of new reviews against what appears in the client's CRM or analytics dashboard. Mismatches indicate broken integrations that undermine your ability to tie reviews to revenue.
- 07
Document findings and assign remediation owners
Create a summary of discrepancies, prioritized by impact on client reputation or reporting accuracy. Assign each fix to a team member with a deadline, and schedule a follow-up check within two weeks.