AISEOLab vs ResonanceMetrics
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
AISEOLab compared with ResonanceMetrics
| Detail | 
AISEOLab | 
ResonanceMetrics |
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| What it does | Make your site visible to AI engines, navigable by AI agents.
| Optimize your visibility in AI engines
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| Stage | Startup
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| Founded | Not given
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| Based in | GB
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| Pricing model | Not given
| Freemium
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| Key features | - AEO scanner with 17 automated checks including llms.txt, Schema.org, and robot rules for 21 AI bots
- One-click generators for llms.txt, Schema.org JSON-LD, agent-skills, and MCP server cards
- Citation tracking across ChatGPT, Claude, Perplexity, Gemini, and Grok
- Brand perception monitoring with sentiment and themes analysis
- Daily monitoring with regression alerts and weekly score digest
- WordPress plugin for one-click deployment of generated files
- Public REST API with webhooks and Slack integrations
- Markdown content negotiation for AI agents
| - AI visibility tracking across major conversational models
- Technical GEO audits and prioritized fixes
- Brand intelligence, personas, and prompt monitoring
- Per-page AI exploitability audit for product pages
- Shopify and Google Analytics integrations
- Competitive mapping in AI answers
- Monitoring impact on AI recommendations
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| What makes it different | - Only platform tracking AI citations across multiple engines simultaneously, not just one model
- Competitor share of voice analysis to see positioning versus rivals
- Genuine free tier forever with no credit card required or upgrade pressure
- Scans complete in under 30 seconds with transparent receipts for every check
- Preparation for agentic commerce with agent-skills and payment readiness audits
| - Platform works all three GEO levers - message, sources, and site - to make AI cite your brand instead of ignoring it
- Actionable insights and prioritized roadmap, not just analysis
- All 5 AI engines tracked on every plan including Claude and Google AI Overviews
- Simple modular pricing with optional services and APO add-ons
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 11 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 0 | 3 |
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| Citation Flow (Majestic) | 20 | 25 |
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| Referring domains (Majestic) | 4 | 39 |
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3 details filled in for both companies.
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