ChainAware Web3 MCP vs GoMarble AI
55 fields both were evaluated on, 30 of them different — including where one discloses something the other does not. Every value links to the document it came from. 25 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | ChainAware Web3 MCP | GoMarble AI |
|---|---|---|
| Audit trail· | no public information chainaware.ai · checked Aug 2, 2026 | “The system learns how your team makes decisions.”www.gomarble.ai · checked Aug 7, 2026 |
| Explainability· | no public information chainaware.ai · checked Aug 2, 2026 | “GoMarble shows the reason, the exact edit, and the expected effect.”www.gomarble.ai · checked Aug 7, 2026 |
| Runtime governance· | no public information chainaware.ai · checked Aug 2, 2026 | “Nothing changes until you say yes. GoMarble shows the reason, the exact edit, and the expected effect. You approve the move.”www.gomarble.ai · checked Aug 7, 2026 |
| Compliance certifications· | “helps protocols meet AML and MiCA compliance requirements”chainaware.ai · checked Aug 2, 2026 | no public information www.gomarble.ai · checked Aug 7, 2026 |
| Regulatory alignment· | “helps protocols meet AML and MiCA compliance requirements”chainaware.ai · checked Aug 2, 2026 | no public information www.gomarble.ai · checked Aug 7, 2026 |
| SLA terms· | no public information www.gomarble.ai · checked Aug 7, 2026 | |
| Evaluation coverage· | “BENCHMARKED AGAINST Chainalysis Elliptic TRM Labs”chainaware.ai · checked Aug 2, 2026 |
Agency
| Field | ChainAware Web3 MCP | GoMarble AI |
|---|---|---|
| Human oversight· | no public information chainaware.ai · checked Aug 2, 2026 | “Nothing changes until you say yes. GoMarble shows the reason, the exact edit, and the expected effect. You approve the move.”www.gomarble.ai · checked Aug 7, 2026 |
| Goal complexity· | no public information chainaware.ai · checked Aug 2, 2026 | “Build a paid media system that never clocks out. GoMarble Agents watch every campaign, explain what changed, and queue the next move.”www.gomarble.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Action space· | no public information chainaware.ai · checked Aug 2, 2026 | “GoMarble Agents watch every campaign, explain what changed, and queue the next move. You approve it.”www.gomarble.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
| Operating environment· | no public information chainaware.ai · checked Aug 2, 2026 | “GoMarble analyzes Meta, Google, TikTok, Microsoft Ads, GA4, Shopify, Klaviyo, and more together in one place.”www.gomarble.ai · checked Aug 7, 2026 |
| Initiative· | no public information chainaware.ai · checked Aug 2, 2026 | “Agents surface issues before they become expensive”www.gomarble.ai · checked Aug 7, 2026 |
Safety
| Field | ChainAware Web3 MCP | GoMarble AI |
|---|---|---|
| Safety evaluations· | “98% Fraud detection accuracy 90% Rug pull detection accuracy”chainaware.ai · checked Aug 2, 2026 | no public information www.gomarble.ai · checked Aug 7, 2026 |
| Safety policy· | no public information chainaware.ai · checked Aug 2, 2026 | “GoMarble can make mistakes. Verify important details.”www.gomarble.ai · checked Aug 7, 2026 |
| Third-party evaluations· | no public information chainaware.ai · checked Aug 2, 2026 | |
| Data handling· | “Every wallet scored, every rug pull caught, and every prediction made feeds back into the models - making them measurably more accurate over time.”chainaware.ai · checked Aug 2, 2026 | “Brand IQ learns from your top-spending ads, landing pages, customer reviews, performance data, personas, and every campaign result. Keeps learning every day, without prompting”www.gomarble.ai · checked Aug 7, 2026 |
Practicality
| Field | ChainAware Web3 MCP | GoMarble AI |
|---|---|---|
| Pricing model· | no public information www.gomarble.ai · checked Aug 7, 2026 | |
| Availability· | “Free Rug Pull Check Check Agent Trust Score Explore MCP No signup required”chainaware.ai · checked Aug 2, 2026 | no public information www.gomarble.ai · checked Aug 7, 2026 |
| Deployment options· | “Connect your ad accounts and Brand IQ starts building immediately.”www.gomarble.ai · checked Aug 7, 2026 | |
| Supported regions· | no public information chainaware.ai · checked Aug 2, 2026 | “160+ markets covered”www.gomarble.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations |
Foundation models
| Field | ChainAware Web3 MCP | GoMarble AI |
|---|---|---|
| Base models· | no public information www.gomarble.ai · checked Aug 7, 2026 | |
| Model provider· | ||
| Fine-tuning· | no public information chainaware.ai · checked Aug 2, 2026 | “Brand IQ learns from your top-spending ads, landing pages, customer reviews, performance data, personas, and every campaign result. Keeps learning every day, without prompting”www.gomarble.ai · checked Aug 7, 2026 |
Ecosystem
| Field | ChainAware Web3 MCP | GoMarble AI |
|---|---|---|
| Tool use· | no public information chainaware.ai · checked Aug 2, 2026 | “GoMarble connects the signal across channels, creative, audiences, and search terms, then returns the root cause and next action.”www.gomarble.ai · checked Aug 7, 2026 |
| Multi-agent· | “A team of agents keeps scanning every campaign, creative, audience, and search term. Each specialist brings the next issue or opportunity to your team.”www.gomarble.ai · checked Aug 7, 2026 | |
| API access· | no public information www.gomarble.ai · checked Aug 7, 2026 | |
| Marketplace presence· | “Featured on CB Insights AI Fraud Prevention Market Map”chainaware.ai · checked Aug 2, 2026 |
Impact
| Field | ChainAware Web3 MCP | GoMarble AI |
|---|---|---|
| User base· | “Trusted by performance teams at”www.gomarble.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 17, 2026 and this quote was not there. How we re-check citations | |
| Deployment scale· | “$3B+ annualized spend under agent management 16,500+ agentic account actions per day”www.gomarble.ai · checked Aug 7, 2026 | |
| Target sectors· | no public information chainaware.ai · checked Aug 2, 2026 |
Disclosed by neither
Both ChainAware Web3 MCP and GoMarble AI publish nothing on these 25 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 25 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- High-risk domains
- Documented incidents
- Price point
- Integrations
- Support model
- Model swappable
- Open weights
- Context window
- Protocols supported
- Open source
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Permission scopes
- Outcome-based pricing
- Settlement mechanism
- Dispute process