Seenos.ai vs Goodie AI: E-commerce GEO vs Universal Content Workflow
Quick Verdict
- • Goodie AI: E-commerce focused GEO platform with unique AI Shopping Tracking by SKU (pricing undisclosed)
- • Seenos.ai: Universal content workstation (Free Beta) with SEO + GEO integration for any industry
- • Key distinction: Goodie AI specializes in e-commerce product visibility; Seenos.ai works across all verticals
- • Attribution warning: Goodie AI's conversion attribution claims should be evaluated carefully - AI platforms don't share referral data
What is Goodie AI? #
Goodie AI (also branded as HiGoodie) is a GEO platform that differentiates itself through e-commerce focus. While most GEO tools target general brand monitoring, Goodie AI adds unique capabilities for product-level tracking.
According to eMarketer's 2026 forecast, AI shopping assistants are projected to influence $45 billion in e-commerce transactions by 2027. Goodie AI positions itself to help brands capture this emerging channel.
Goodie AI's E-commerce Differentiators
- AI Shopping Tracking: Monitor how products appear in AI shopping queries by SKU, category, and purchase intent
- 5-Platform Coverage: ChatGPT, Perplexity, Gemini, Claude, and DeepSeek
- Brand Analysis: AI interpretation of value propositions, competitive presence, and sentiment trends
- GEO Content Writer: Generate product descriptions optimized for LLM citation
- Attribution Analytics: Claims to connect AI search performance to conversion funnel (see our note below)
Figure 1: Goodie AI's e-commerce focused dashboard with SKU-level tracking
A Critical Look at "AI Search Attribution" #
Goodie AI's marketing emphasizes "GEO Analytics & Attribution" that connects AI search to your conversion funnel. This claim deserves careful scrutiny.
The Attribution Reality
According to Nielsen's 2026 marketing attribution report, AI platforms present unique attribution challenges:
- No referral data: ChatGPT, Perplexity, and other AI platforms don't pass referrer information to destination sites
- Correlation ≠ causation: Any "attribution" is based on statistical modeling, not direct tracking
- User journey complexity: AI-influenced purchases often involve multiple touchpoints that can't be isolated
Our recommendation: Ask Goodie AI's sales team for detailed methodology documentation. Understand whether their attribution is modeled correlation or direct measurement before making budget decisions based on these metrics.
Feature Comparison #
AI Visibility Monitoring
| Feature | Seenos.ai | Goodie AI |
|---|---|---|
| Multi-platform tracking (5 AI engines) | No | Yes |
| Brand mention monitoring | No | Yes |
| Sentiment analysis (positive/neutral/negative) | No | Yes |
| Citation source tracking | No | Yes |
| Real user query data | No | No |
E-commerce Features
| Feature | Seenos.ai | Goodie AI |
|---|---|---|
| AI Shopping query tracking | No | Yes |
| Product visibility by SKU | No | Yes |
| Category intent tracking | No | Yes |
| Conversion attribution (claimed) | No | Yes |
| Purchase funnel integration | No | Partial |
Content Optimization
| Feature | Seenos.ai | Goodie AI |
|---|---|---|
| E-E-A-T scoring & audit (47 checkpoints) | Yes | No |
| Structured data (Schema.org) generation | Yes | No |
| AI content writer | Yes | Yes |
| Integrated publishing workflow | Yes | No |
| Content gap analysis | Yes | Partial |
SEO Integration
| Feature | Seenos.ai | Goodie AI |
|---|---|---|
| Traditional SEO audit | Yes | No |
| Keyword research | Yes | No |
| SERP tracking | Yes | No |
| Unified SEO + GEO platform | Yes | No |
Honest Pros & Cons #
Goodie AI Strengths
- Unique AI Shopping Tracking feature for e-commerce brands
- Product visibility monitoring by SKU, category, and intent
- GEO Content Writer generates LLM-optimized product descriptions
- Brand sentiment and narrative analysis across 5 AI platforms
- Citation gap analysis identifies missed source opportunities
- Claims conversion attribution from AI search to purchases
Goodie AI Weaknesses
- Pricing not publicly disclosed - requires sales call to evaluate ROI
- E-commerce focus may not suit SaaS, B2B, or content companies
- Attribution claims are questionable - AI platforms don't share referral data
- Content writer is supplementary, not workflow-integrated
- No traditional SEO integration
- Newer player with limited public reviews or case studies
- DeepSeek tracking may have limited value for Western markets
Seenos.ai Strengths
- Content-first approach works for any industry (not just e-commerce)
- Unified workflow: research → create → optimize → publish
- Full SEO + GEO integration in one platform
- Free during beta with transparent future pricing plans
- Actionable E-E-A-T optimization with 47 checkpoints
- Honest about limitations of AI visibility attribution
Seenos.ai Weaknesses
- Does not track AI platform mentions (intentional design)
- No e-commerce specific SKU tracking features
- Currently in beta - some features in development
- No AI Shopping query tracking
Limitations of This Comparison #
- Conflict of interest: We created Seenos.ai and compete in the GEO space.
- Pricing unknown: Goodie AI doesn't disclose pricing; our estimates may be inaccurate.
- E-commerce testing: We evaluated Goodie AI from a SaaS perspective, not e-commerce. E-commerce brands may find more value.
- Attribution methodology: We haven't seen Goodie AI's attribution documentation in detail.
Who Should Choose What? #
Choose Goodie AI if:
- You're an e-commerce brand with SKU-level tracking needs
- AI Shopping visibility in product recommendations is a primary concern
- You want product-specific insights across AI shopping queries
- You're comfortable with undisclosed pricing and sales-driven evaluation
- DeepSeek (China market) tracking is relevant to your business
Choose Seenos.ai if:
- You're a SaaS, B2B, content, or service business (not primarily e-commerce)
- You need unified SEO + GEO optimization in one platform
- Content creation and publishing workflow is a priority
- You prefer transparent pricing and try-before-buy evaluation
- You're skeptical of AI search attribution claims
Frequently Asked Questions #
What is Goodie AI and what makes it different?
Goodie AI (higoodie.com) is a GEO platform with unique e-commerce focus. Its standout feature is AI Shopping Tracking, which monitors product visibility by SKU and category across ChatGPT, Perplexity, Gemini, Claude, and DeepSeek.
How much does Goodie AI cost?
Goodie AI doesn't publicly disclose pricing. Based on market comparisons, we estimate $200-400/month for Starter and $500-1,000/month for Growth plans. Contact their sales team for actual quotes.
Can Goodie AI really attribute conversions to AI search?
Goodie AI claims conversion attribution, but AI platforms don't share referral data. Any attribution is likely correlation modeling, not direct tracking. Ask for their methodology documentation before relying on these metrics.
Related Comparisons #
GEO Tool Comparisons
- Best GEO Tools 2026 - Complete market overview
- Seenos.ai vs Gauge - AI visibility monitoring
- Seenos.ai vs Peec AI - Budget GEO tools
SEO Tools (Complementary)
- Best SEO Tools 2026 - Complete SEO tool guide
Learn More About AEO
- What is AEO? - Answer Engine Optimization explained
Our Verdict #
Bottom Line
Goodie AI offers unique value for e-commerce businesses with its AI Shopping Tracking feature. If you need SKU-level visibility in AI shopping recommendations, it's worth a sales conversation (despite the pricing opacity). Evaluate their attribution methodology carefully.
Seenos.ai is industry-agnostic and focuses on content optimization fundamentals. For non-e-commerce businesses, or those who prioritize workflow over monitoring, Seenos.ai is the better fit - and free to try during beta.
Our honest take: If you sell products and need to track AI shopping visibility, explore Goodie AI. If you create content and need to optimize for AI citation across industries, Seenos.ai is designed for that.
Product Manager at Seenos.ai. Pioneer in AEO research since 2024, exploring the convergence of SEO and GEO (Generative Engine Optimization). Led multiple AI-powered content optimization projects that achieved 300%+ citation increases in ChatGPT and Perplexity.