Free public AI review intelligence

Know who to trust before you shop, book, or buy.

OptimalReviews lets public viewers ask the AI for free, while verified customers can submit real experiences for free through the backend, and verified corporate owners can access locked resolution tools.

Ask OptimalReviews AI Free View Access Rules
Free Public AI prompts
Verified Customer submissions
Locked Corporate owner tools

Public AI Review Agent

Ask before you spend.

Free Public Access

Anyone can prompt the AI for free. In production, answers should only use verified customer submissions, approved corporate responses, dispute outcomes, and clearly sourced review data.

Demo Output

AI review preview

Data Needed Trust signal
Unknown Corporate response
Verify First Buyer caution
Production rule: The AI must summarize grounded data only. It should never invent ratings, accusations, reviews, or claims about a business.

How it works

A cleaner review system with locked backend access where it matters.

OptimalReviews separates public research, verified customer submissions, and corporate owner resolution tools so the landing page stays simple and trustworthy.

01

Public viewers ask the AI for free

Anyone can prompt the AI review agent before shopping, booking, hiring, or buying.

02

Verified customers submit reviews for free

Consumers must be verified before submitting review information, but customer login and review submission remain free.

03

Corporate tools stay in the backend

Business information, case access, response tools, and issue resolution are backend-only workflows for verified corporate owners.

Access rules

Information only on the landing page. Tools stay in the backend.

The public landing page explains how OptimalReviews works. It does not expose review submission tools, corporate information tools, or resolution tools.

Public viewers can prompt the AI for free. No payment is required to ask the AI about a business. Public AI answers must stay grounded in verified or approved data.
Only verified customers can submit review information. Customer login and review submission are free, but the actual submission tool belongs inside the verified customer backend.
Only verified corporate owners can submit business information. Business profile updates, case responses, offer tools, and issue resolution controls belong inside the corporate backend only.
Frontend rule: this page is informational plus the free public AI prompt. Backend rule later: verify customer identity, verify corporate ownership, and verify subscription before any protected action.

Pricing model

Free for viewers and customers. Paid tools for businesses.

Public AI prompts are free. Verified customer login and review submission are free. Business resolution tools are backend-only for verified corporate owners and future subscribers.

Public Viewer

$0

For shoppers researching a business.

  • Ask the AI review agent
  • No payment required to prompt
  • View grounded AI summaries when data exists
  • Use before shopping, booking, or buying
Ask AI Free
Verified Customer

$0

For consumers submitting real experiences.

  • Free customer login
  • Free verified review submission
  • Submission tools live in the backend
  • Track private responses after verification
Corporate Owner

Locked

For verified companies managing trust and resolution.

  • Corporate owner verification required
  • Business information tools live in the backend
  • Resolution tools live in the backend
  • Subscription checks added before protected actions
Important: The AI review agent should only summarize connected, verified, or clearly sourced data. It should not fabricate claims, ratings, reviews, or accusations about any business.