agent · seo agents
Cortex (Capconvert) vs TraPilot.ai
55 fields both were evaluated on, 24 of them different — including where one discloses something the other does not. Every value links to the document it came from. 31 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Cortex (Capconvert) | TraPilot.ai |
|---|---|---|
| Audit trail· | “Auditable Grounded reasoning Every recommendation cites its sources . Cortex does not guess. Every claim it makes traces back to a specific paragraph in a specific canonical source.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
| Explainability· | “Every decision arrives in three parts: the action proposed, the corpus or track-record citation that justifies it, and the expected impact if you ship it. You see the math before the move.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
| Runtime governance· | “Cortex evaluates, approves, and ships - all in the same minute the insight surfaced.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
| Permission scopes· | no public information www.capconvert.com · checked Aug 1, 2026 | |
| Outcome-based pricing· | “Every optimization follows an outcome-oriented decision protocol: action - reason - impact.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
Agency
| Field | Cortex (Capconvert) | TraPilot.ai |
|---|---|---|
| Human oversight· | “Experts manage Cortex's decision making and sign off on every high-stakes call before it goes live.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
| Goal complexity· | “Every optimization follows an outcome-oriented decision protocol: action - reason - impact.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
| Action space· | “Cortex evaluates, approves, and ships - all in the same minute the insight surfaced.”www.capconvert.com · checked Aug 1, 2026 | |
| Operating environment· | “Sentries monitor your performance for every signal that determines your visibility on the platforms relevant to your business.”www.capconvert.com · checked Aug 1, 2026 | “Works in the terminal agents you already use Trapilot MCP works inside Codex, Claude Code, and other MCP-compatible terminal agents.”trapilot.ai · checked Aug 1, 2026 |
| Initiative· | “Always On Cortex's Sentries monitor your accounts on each platform relevant to your business, 24/7. Issues are surfaced and routed for resolution the moment they appear, not the morning a human checks the dashboard.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
Safety
| Field | Cortex (Capconvert) | TraPilot.ai |
|---|---|---|
| Model or system card· | “Every recommendation Cortex gives you is grounded in a 1.5M-passage corpus of primary-source documentation from search engines and AI channels, so every optimization Cortex ships is rooted in documented practice.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
| Incident reporting· | Publishes a vulnerability disclosure policy with a dedicated reporting email and safe-harbor terms “Send reports to: help@capconvert.com with subject line”www.capconvert.com · checked Aug 21, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
Practicality
| Field | Cortex (Capconvert) | TraPilot.ai |
|---|---|---|
| Pricing model· | “Cortex is what that looks like. Meet your optimization engine. Activate → Learn $500M generated for clients”www.capconvert.com · checked Aug 1, 2026 | |
| Price point· | no public information www.capconvert.com · checked Aug 1, 2026 | |
| Availability· | ||
| Deployment options· | no public information www.capconvert.com · checked Aug 1, 2026 | “Works in the terminal agents you already use Trapilot MCP works inside Codex, Claude Code, and other MCP-compatible terminal agents.”trapilot.ai · checked Aug 1, 2026 |
| Integrations· | no public information www.capconvert.com · checked Aug 1, 2026 | “MCP integrations Works in the terminal agents you already use Trapilot MCP works inside Codex, Claude Code, and other MCP-compatible terminal agents.”trapilot.ai · checked Aug 1, 2026 |
Foundation models
| Field | Cortex (Capconvert) | TraPilot.ai |
|---|---|---|
| Base models· | “Cortex composes the decision Action / Reason / Impact framework. Every claim must trace to a citation from step 2. No source, no claim. A.R.I. protocol”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
| Model provider· | “Hybrid BM25 + halfvec(3072) cosine, fused with RRF, reranked by Cohere rerank-v3.5.”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Cortex (Capconvert) | TraPilot.ai |
|---|---|---|
| Protocols supported· | “llms.txt spec compliance. 12 rules from llmstxt.org.”www.capconvert.com · checked Aug 1, 2026 | |
| Tool use· | no public information www.capconvert.com · checked Aug 1, 2026 |
Impact
| Field | Cortex (Capconvert) | TraPilot.ai |
|---|---|---|
| User base· | no public information trapilot.ai · checked Aug 1, 2026 | |
| Deployment scale· | “Cortex is what that looks like. Meet your optimization engine. Activate → Learn”www.capconvert.com · checked Aug 1, 2026 | no public information trapilot.ai · checked Aug 1, 2026 |
| Target sectors· | “Digital Marketing Services Google Ads Bid on keyword visibility on Google's ad networks Amazon Ads Bid on keyword visibility on Amazon results pages Bing Ads Microsoft Search & Audience Meta Ads Facebook & Instagram ChatGPT Get found on ChatGPT Gemini Get found on Gemini Perplexity Get found on Perplexity Claude Get found on Claude Klaviyo Email, SMS, flows TikTok Spark Ads, Shop, Search”www.capconvert.com · checked Aug 1, 2026 |
Disclosed by neither
Both Cortex (Capconvert) and TraPilot.ai publish nothing on these 31 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 31 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- High-risk domains
- Documented incidents
- Supported regions
- Support model
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Multi-agent
- API access
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Third-party evaluations
- Data handling
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Compliance certifications
- Regulatory alignment
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Cortex (Capconvert) and TraPilot.ai compare on incident reporting?
- Cortex (Capconvert): Publishes a vulnerability disclosure policy with a dedicated reporting email and safe-harbor terms. TraPilot.ai: no public information disclosed.