AI Dispatch
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

FieldCortex (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
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
Runtime governance·
Cortex evaluates, approves, and ships - all in the same minute the insight surfaced.
www.capconvert.com · checked Aug 1, 2026
Permission scopes·
Outcome-based pricing·
Every optimization follows an outcome-oriented decision protocol: action - reason - impact.
www.capconvert.com · checked Aug 1, 2026

Agency

FieldCortex (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
Goal complexity·
Every optimization follows an outcome-oriented decision protocol: action - reason - impact.
www.capconvert.com · 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

Safety

FieldCortex (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
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

Practicality

FieldCortex (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·
Availability·
Deployment options·
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·
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

FieldCortex (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
Model provider·
Hybrid BM25 + halfvec(3072) cosine, fused with RRF, reranked by Cohere rerank-v3.5.
www.capconvert.com · checked Aug 1, 2026

Ecosystem

FieldCortex (Capconvert)TraPilot.ai
Protocols supported·
llms.txt spec compliance. 12 rules from llmstxt.org.
www.capconvert.com · checked Aug 1, 2026
Tool use·
call tools, return evidence, meter credits
trapilot.ai · checked Aug 1, 2026

Impact

FieldCortex (Capconvert)TraPilot.ai
User base·
Deployment scale·
Cortex is what that looks like. Meet your optimization engine. Activate → Learn
www.capconvert.com · 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
The World’s First All-in-One SEO MCP Server
trapilot.ai · 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.