Quick Verdict
Two brand new GEO platforms launched in 2025, both targeting the same problem: your brand doesn't exist in ChatGPT and Perplexity searches. AEO Vision positions itself as the comprehensive tracking and audit solution, while Tesseract by AdLift leverages the parent company's decade of enterprise SEO experience.
The timing isn't coincidental — both teams recognized that traditional SEO metrics mean nothing when 40% of searches happen outside Google. But their approaches differ significantly in scope and target market.
Score comparison
Score Comparison
| Dimension | AEO Vision | Tesseract by AdLift |
|---|---|---|
| Feature Depth | 15.0 | 17.0 |
| Ease of Use | 35.0 | 35.0 |
| Data Quality | 42.0 | 24.0 |
| Value for Money | 75.0 | 55.0 |
| Integration | 5.0 | 0.0 |
| Market Traction | 4.0 | 3.0 |
Feature comparison
| Feature | AEO Vision | Tesseract by AdLift |
|---|---|---|
| Multi-Platform AI Monitoring | ✓ | — |
| Sentiment Analysis | ✓ | — |
| Technical Audit Flows | ✓ | — |
| Roadmap Generation | ✓ | — |
| Ongoing Monitoring Dashboard | ✓ | — |
| Multi-Platform AI Search Optimization | — | ✓ |
| Enterprise Content Analysis | — | ✓ |
| Custom Integration Framework | — | ✓ |
| Advanced Performance Tracking | — | ✓ |
Pricing comparison
| Plan | AEO Vision | Tesseract by AdLift |
|---|---|---|
| Pricing not publicly available | Contact for quote | Custom |
Feature Comparison
AEO Vision covers four major AI platforms (ChatGPT, Gemini, Claude, and Perplexity) with both sentiment tracking and technical audit capabilities. Their audit flows examine domain structure and markup specifically for AI consumption, then provide roadmap recommendations. The ongoing monitoring component tracks how your brand appears across different query types and contexts. Tesseract takes a more enterprise-focused approach, though specific feature details remain under custom consultation. As part of AdLift's broader SEO suite, it likely integrates with existing campaign management and reporting infrastructure. The platform targets "enterprise brands" specifically, suggesting more complex multi-brand or international capabilities that smaller tools typically can't handle. The technical audit component gives AEO Vision a clear feature advantage for most users. Getting specific markup and structure recommendations beats generic "optimize for AI" advice that many agencies still provide.
Pricing Comparison
Both platforms require direct contact for pricing, which immediately signals enterprise-level investment rather than SMB accessibility. AEO Vision's unknown pricing structure suggests they're still figuring out market positioning, while Tesseract's "custom" pricing reflects AdLift's established enterprise sales process. Without transparent pricing, budget planning becomes impossible for smaller teams. This pricing opacity typically means minimum annual contracts starting around $10,000-$50,000 based on similar GEO platform ranges.
Best For
AEO Vision works better for teams wanting comprehensive AI platform coverage with specific technical guidance. The audit and roadmap features provide actionable next steps, not just monitoring data. Companies building their first GEO strategy will appreciate the structured approach to domain optimization. Tesseract by AdLift is the choice for enterprises already working with AdLift or needing integration with existing SEO workflows. The established agency backing provides implementation support and strategic guidance that standalone tools can't match. Large brands managing multiple markets or complex brand architectures need this level of service.
The Verdict
AEO Vision wins for most teams entering GEO optimization. The technical audit capabilities and four-platform coverage provide more immediate value than AdLift's enterprise focus. But if you're already spending six figures on SEO and need white-glove implementation, Tesseract's agency backing justifies the premium. Request a demo from AEO Vision first and compare their audit output against your current AI search visibility. Their technical recommendations will either solve your immediate needs or highlight gaps that require Tesseract's enterprise approach.
Our verdict
For features, aeo-vision leads. On a budget, go with aeo-vision.