Fake Google review attack? Build an appeal-ready evidence packet in 5 minutes.
An AI defense workflow for agencies and local businesses: detect suspicious 1-star clusters, gather evidence, match reviewers against customer records, draft safe replies, and track escalation.
The review-response tools miss the emergency.
When a client gets review-bombed, the real work is evidence: screenshots, timelines, customer-record checks, platform policies, appeal narrative, and safe public communication.
Sudden 1-star clusters
Detect abnormal rating drops and review velocity before the client notices the damage.
Extortion and competitor spam
Flag threatening language, repeated phrasing, impossible service claims, and suspicious timing.
No customer match
Compare reviewers against uploaded CRM/POS/job records to support a stronger evidence trail.
What the product does
Start narrow: Google Business Profile incidents. Expand later into full reputation management.
1. Detect
Risk scores suspicious review clusters using rating, timing, language, and customer-record signals.
2. Document
Creates an incident timeline, signal explanations, screenshots placeholders, and policy mapping.
3. Respond & track
Drafts safe public replies, generates appeal-ready packets, and tracks case status through closure.
Clickable MVP demo
This models the v1 sales demo flow for agencies: dashboard → incident → evidence packet → response draft → tracker.
| Client/location | Status | Signal | Action |
|---|---|---|---|
| Northstar Dental — Austin | Critical | 7 one-star reviews in 46 minutes | |
| Peak HVAC — Dallas | Normal | No anomalies | Monitoring |
| Vista Med Spa — Plano | Watch | 2 negative reviews, likely real | Draft replies |
| Grove Legal — Houston | Normal | No anomalies | Monitoring |
Northstar Dental received 7 one-star reviews in 46 minutes
The cluster contains repeated language, no customer-record matches, and two reviews mention services this office does not provide.
Reviewer not found in uploaded patient/customer records.
Service mismatch: dental clinic does not provide auto service.
Extortion language detected. Preserve message and profile evidence.
Suspicion signals
7 negative reviews in under 1 hour vs normal 2/week.
0 of 7 reviewers found in uploaded records.
Spam/fake engagement, harassment/extortion, off-topic content.
Evidence Packet: Northstar Dental
Incident summary: Seven 1-star reviews appeared between 9:14–10:00 AM, lowering the location rating from 4.7 to 4.1. Reviews show repeated wording, off-topic claims, and no customer-record matches.
Policy categories to review
- Spam / fake engagement
- Harassment or extortion language
- Off-topic or irrelevant content
Evidence included
- Review URLs and timestamps
- Reviewer display names/profile links
- Rating impact screenshot placeholder
- Customer-record no-match report
- Timeline of suspicious activity
Important note
This packet does not guarantee removal. It organizes evidence for platform review and internal escalation.
Export options
In the real MVP, this becomes a markdown/PDF export and a checklist for Google’s review management flow.
Safe public response draft
Guardrails applied: no private info, no accusation, no legal claim, no admission of liability, offline contact path.
Review before posting
No patient/customer details disclosed.
Uses “unable to match,” not “fake reviewer.”
No guarantee or threat.
Case tracker
First suspicious review detected.
Cluster crossed critical threshold.
Evidence packet generated.
Flag reviews in Google Reviews Management Tool and log case outcome.
Recommended next steps
- Preserve screenshots and URLs.
- Flag each review under the mapped policy category.
- Submit appeal if Google returns “no violation.”
- Post safe public reply if reviews remain visible.
- Notify client with concise incident summary.
MVP packaging hypothesis
Lead with agencies, because one buyer can bring dozens of locations and repeated incidents.
Agency Starter
$299/mo
Includes 25 monitored locations, alerts, incident grouping, and packet generation.
Emergency Packet
$249
One-time evidence packet for an active suspicious review incident.
Managed Escalation
$500+
Human-reviewed packet, owner updates, and escalation support.
Next step: validate with agencies.
Use this demo to ask whether evidence packets and attack detection are worth paying for before building the full Google integration.