Guides & Support

Getting Started
  • What is TopReviewed.ai?

    TopReviewed.ai is the world's first AI software review platform. Every product is reviewed by our 6-seat AI expert panel — Decision Maker, Domain Strategist, Finance Lead, Domain Practitioner, Power User, and Skeptic — using multiple AI models for unbiased analysis.

  • How to search for software

    Use the search bar on the homepage or browse by category. You can filter by pricing model, sort by AI panel score, and compare products side by side.

  • Understanding AI panel reviews

    Each product receives reviews from 6 AI personas, each scoring across multiple dimensions. Scores are averaged across personas and AI models (Claude, GPT, Gemini) to produce a final panel score out of 10.

  • Comparing products

    Visit any product page to see its full AI panel review. Use category pages to compare products within the same space, sorted by panel score.

AI Reviews Explained
  • How AI reviewers analyze software

    Our AI reviewers examine each product's website, documentation, features, pricing, and public information to generate comprehensive reviews from their assigned perspective.

  • Meet the 6 expert perspectives

    Decision Maker (strategy & scale), Domain Strategist (market positioning), Finance Lead (pricing & ROI), Domain Practitioner (hands-on implementation), Power User (daily usability & practical value), Skeptic (critical evaluation & risks).

  • How scores are calculated

    Each persona scores the product across 8 dimensions on a 1-10 scale. The overall score is the average across all personas and AI models, ensuring balanced evaluation.

  • Multi-model review generation

    Reviews are generated using Claude, GPT, and Gemini independently, then cross-referenced. This reduces single-model bias and produces richer insights.

For Software Vendors
  • Submitting your product

    Visit the Submit Product page and fill in your product details. Our team reviews submissions and, once approved, your product receives a full AI panel review.

  • Claiming your product page

    If your product is already listed, you can claim it by verifying domain ownership. This lets you update product information and respond to reviews.

  • Updating product information

    Claimed products can be updated through the vendor dashboard. Changes to pricing, features, or descriptions trigger a re-review by our AI panel.

  • How rankings work

    Rankings are based purely on AI panel scores — no pay-to-play. Featured products are editorially selected based on innovation and relevance, not payment.

Categories & Rankings
  • Browse by category

    Products are organized into 36 categories across 6 sections: Development & Engineering, Content & Creative, Sales & Customer, Business Operations, Data & Intelligence, and Industry.

  • How rankings work

    The Rankings page shows products ordered by AI panel score. Products with scores of 8.5+ are highlighted as top-rated. Rankings update automatically as new reviews are generated.

  • Filtering and sorting options

    On the products page, filter by category, pricing model, or search query. Sort by Top Rated, Newest, A-Z, or Most Reviewed.

Your Account
  • Creating an account

    Sign up with your email to save products, create lists, and receive notifications about new reviews in categories you follow.

  • Profile settings

    Manage your name, email, and notification preferences from your profile page after logging in.

  • Saved products

    Bookmark products you're evaluating to quickly access them later. Your saved list syncs across devices when you're logged in.

Policies & Support
  • Privacy policy

    We take privacy seriously. Read our full privacy policy for details on how we collect, use, and protect your data.

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  • Terms of service

    Our terms of service outline the rules and guidelines for using TopReviewed.ai.

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  • Contact support

    Have a question or issue? Reach out to our support team at support@topreviewed.ai or use the contact form.

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  • Report a concern

    If you believe a review or product listing contains inaccurate information, contact us and we'll investigate promptly.

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Explore AI Software Reviews

Browse multi-perspective AI panel reviews across hundreds of AI tools, agents, and platforms. Find the right software with insights from CTO, Developer, Marketer, Finance, and User perspectives.