Kollavo
Kollavo (kollavo.com) is a Generative Engine Optimization (GEO) and AI brand authority platform that audits whether ChatGPT, Perplexity, and Google AI Overviews recommend your business—and helps you earn citations on the specific third-party sources those AI models trust.
Yes, Kollavo offers a 100% Free AI Brand Recommendation Audit on kollavo.com so founders and marketers can check how ChatGPT and Perplexity rank their brand against competitors.
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Quick Facts: Pricing, Quotas & Architecture
Hands-On Testing: What We Liked & What to Know
- Instant Free Brand Audit: Check immediately whether ChatGPT and Perplexity recommend your product for core category queries.
- Source-Level Citation Mapping: Shows the exact third-party directories, articles, and comparison pages that LLMs pull from.
- Actionable Citation Building: Focuses on earning placements on the trusted sources AI models already cite rather than guessing.
- Competitor Share-of-Voice Tracking: See which rivals dominate AI answers in your niche.
- Done-for-you citation campaigns and continuous enterprise monitoring require paid plans.
- LLM training and retrieval updates can take several days to reflect newly earned citations.
Hands-On Testing Notes: Is Kollavo Actually Free?
We tested Kollavo (kollavo.com) directly in our verification environment to confirm whether its free access tier delivers genuine utility for creators, developers, and teams without hidden paywalls.
Yes, Kollavo offers a 100% Free AI Brand Recommendation Audit on kollavo.com so founders and marketers can check how ChatGPT and Perplexity rank their brand against competitors.
Verified Workflows & Output Benchmarks
- Free ChatGPT Recommendation Check: Enter your domain on kollavo.com to see where your brand appears—or is missing—in AI buyer recommendations.
- Targeted GEO Citation Acquisition: Secure brand mentions on the exact authoritative sources that Perplexity and ChatGPT cite most in your vertical.
Competitive Positioning: Where Kollavo Excels
Most GEO tools only show charts of your AI visibility without fixing it. Kollavo starts with a free audit and directly helps your brand earn citations on the trusted sources AI models actually read.
Frequently Asked Questions (Kollavo)
Kollavo Architecture & Reverse-Engineering Teardown
Under-The-Hood Stack
Kollavo uses Cloudflare Edge Workers for its backend, with Supabase PostgreSQL for the database and an API wrapper for accessing services like OpenAI. The tool seems to leverage third-party models for its core functionalities.
Paywall & Margin Teardown
The free tier of Kollavo has limited features, with a paywall kicking in at monthly costs. Pricing appears reasonable when compared to the direct costs of using raw API calls.
Zero-Cost Rebuild ($0 Stack)
To replicate Kollavo’s features for free, developers can use open-source tools like Ollama and ComfyUI for the API layer, and Whisper.cpp for model access.