Operational intelligence and governed AI agents for Brazilian enterprises
Estimated monthly website visits
Similarweb estimates for this domain, not active users. Only available observation months are shown; collection date is separate from the traffic period.
Collected Nov 11, 2026
This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, AI FIRST (aifirst.app) is an AI platform indexed under AI Agent generating 1.33K monthly visits with a month-over-month traffic delta of -303 (-18.5%). Its primary geographic market is Brazil (100% traffic share), and it operates on a Contact for Pricing pricing model. Top competing alternatives by monthly volume include Gumloop (379.56K visits/mo), Salesforce Agentforce (formerly Einstein) (111.91M visits/mo), Kore.ai (143.33K visits/mo).
Hooked up our messy ERP and CRM data surprisingly fast.
Solid operational intelligence.
Pricing is hidden behind a sales call wall which is annoying.
Tars agents actually cut our manual data entry down by half.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Connects ERPs, CRMs, documents, sensors, and institutional knowledge so analysis starts from the whole company rather than isolated dashboards.
New Eden and the Ontology Foundation organise every entity, relationship, and rule, each linked to its source and legible to people and agents alike.
Tars agents plan, decide, and execute inside defined limits, approval paths, and policies, so autonomy scales without losing authority.
Recommendations are pushed into the systems the business already runs, reducing weeks of analysis to minutes.
Every action is designed to be explainable, traceable, and reversible, with cloud or on-premise deployment and data kept in Brazil.
AI FIRST positions itself as mehr than a dashboard vendor: its thesis is that most enterprises already have plenty of data but lack a system that actually decides. The platform connects ERPs, CRMs, documents, sensors, and human knowledge, organises every entity, relationship, and business rule into an ontology, and then lets models and agents reason over that complete picture. Actions are carried out in the systems the company already uses, within limits, approvals, and policies defined by the customer.
The product line is organised into focused pieces. Tars covers autonomous agents that plan, decide, and execute under governance. Gênese is a workspace for creating and conversing with AI agents. New Eden and the Ontology Foundation provide the living ontology — each concept, relationship, and fact linked back to its source and readable by both people and agents.
The company is explicitly localised for Brazil and on-premise or cloud deployments, with auditable actions. It lists target sectors including agribusiness, industry, foreign trade, healthcare, and financial services, and sells through an executive diagnostic that maps opportunities and estimates impact rather than a generic demo.
Sweep the operation for invisible losses and automate recurring decisions so capital moves toward the areas where it returns most.
Have agents reason over the full operational context and surface critical decisions before competitors act.
Agribusiness, healthcare, and financial-services teams can extend agent autonomy while keeping each decision explainable and traceable.
Run in the cloud or on-premise with governed agent access to internal systems and approval rules your organisation defines.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | AI FIRST | 1.33K | -18.5% | 43% direct | Contact for Pricing | Current |
| 1 | Gumloop | 379.56K | -21.1% | 33% direct | Freemium, Paid, Contact for Pricing | vs Gumloop |
| 2 | Salesforce Agentforce (formerly Einstein) | 111.91M | +2.2% | 54% direct | Freemium | vs Salesforce Agentforce (formerly Einstein) |
| 3 | Kore.ai | 143.33K | -18.2% | 58% direct | Contact for Pricing | vs Kore.ai |
| 4 | Notion | 173.44M | +0.1% | 78% direct | Freemium | vs Notion |
| 5 | Muse | 45.75M | +228.3% | 60% direct | Contact for Pricing | vs Muse |
| 6 | Abacus.AI | 3.28M | -1.7% | 62% direct | Contact for Pricing | vs Abacus.AI |
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