Intelligence Platform for Adversarial Risk
Protos AI (protoslabs.sg) earns a Brand Analyzer score of 71 out of 100, placing it in the Brand-Ready tier among SaaS brands, Technology brands. Among 12358 SaaS brands analyzed, Protos AI ranks in the 59th percentile (category average 69, leader 97). The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark. Dimension scores: Name Quality 98/100, Digital Presence 82/100, Visual Identity 95/100, Messaging Clarity 95/100, Trust Foundation 67/100, AI Discoverability 94/100, Brand Authority 11/100.
Protos AI is a Singapore-based SaaS company founded in 2024 that provides an agentic AI platform for adversarial risk intelligence and investigation. The platform conducts multi-source investigations spanning cyber threats, insider risk, financial crime, fraud, and supply chain risk. It aggregates data across social media, cyber surfaces, supply chains, and workforce sources to deliver actionable conclusions, claiming investigations are completed 15 times faster than conventional methods. The platform is available with a free-to-start model.
| Brand Name | Protos AI |
|---|---|
| Domain | protoslabs.sg |
| Industry | SaaS, Technology |
| Founded | 2024 |
| Headquarters | Singapore |
| Main Competitors | Recorded Future, Palantir, SentinelOne (84/100), Darktrace (83/100), Mandiant, Analyst1 |
Moz Domain Authority 22/100 vs category average 28 / leader 99 - limited third-party links, so AI systems rarely encounter mentions of the brand.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "Protos AI is the agentic AI platform for Cyber Threat & Insider Risk, Financial Crime & Fraud, and Supply Chain Risk. 15× faster investigations. Free to start." (Meta description: 27 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 10 JSON-LD block(s), Organization schema, FAQ schema, Breadcrumb/Website schema, Product/Article schema, og:title, og:description, og:image, og:type, Twitter cards, canonical.
AI-crawler access: robots.txt mentions GPTBot, Google-Extended, PerplexityBot - all allowed - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Social footprint: verified profiles on LinkedIn, YouTube, Facebook, Instagram, GitHub; no detected presence on X (Twitter) - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Protos AI scores 43/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Protos AI has a limited AI-visibility profile at 43/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (65/100) and its weakest is visibility (21/100). It benefits from a Wikidata knowledge-graph entry, open access for AI crawlers (GPTBot, ClaudeBot, etc.) and machine-readable schema.org markup. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data and a low Moz Domain Authority of 22/100.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Protos AI's main competitors include Recorded Future, Palantir, SentinelOne (84/100), Darktrace (83/100), Mandiant. These companies compete in the SaaS space for similar customers, offering comparable products or services.
Sources: Protos AI official site
Protos AI and SentinelOne are competitors in SaaS. Brand Analyzer scores Protos AI at 71/100 and SentinelOne at 84/100. They target overlapping audiences; the right choice depends on your specific needs and priorities.
Sources: Protos AI official site
Popular alternatives to Protos AI include Recorded Future, Palantir, SentinelOne (84/100), Darktrace (83/100), Mandiant. Each is an established option in the SaaS space; the best fit depends on your specific needs, budget, and required features.
Sources: Protos AI official site
Protos AI offers an agentic AI platform as its core product, designed for adversarial risk intelligence and investigation. The platform covers three primary use-case areas: Cyber Threat and Insider Risk, Financial Crime and Fraud, and Supply Chain Risk. It aggregates data from multiple sources including social media, cyber surfaces, supply chains, and workforce systems to conduct investigations and deliver actionable conclusions. A free-to-start tier is available.
Sources: Protos AI official site
Protos AI is a Singapore-based SaaS company founded in 2024 that operates an agentic AI platform focused on adversarial risk intelligence and investigation. It is positioned as an intelligence layer for teams facing adversaries across cyber, fraud, and supply chain risk domains. The platform is accessible via protoslabs.sg and offers a free-to-start pricing model.
Sources: Protos AI official site
Protos AI has limited AI-search visibility, scoring 43/100 on Brand Analyzer's AI visibility composite (visibility 21, trust 58, recommendation 65). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Protos AI official site
Protos AI was founded in 2024. Protos AI operates in the SaaS category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
Protos AI is headquartered in Singapore. Protos AI operates in the SaaS category.
Sources: Wikidata
Protos AI runs complex, multi-source investigations across cyber surfaces, social media, supply chains, and workforce data to produce reliable conclusions. Its agentic AI platform covers cyber threat and insider risk, financial crime and fraud, and supply chain risk. The platform is designed to deliver actionable conclusions to investigation teams, claiming to complete investigations 15 times faster than conventional approaches.
Sources: Protos AI official site
Protos AI scores 65/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest SaaS options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Protos AI official site
Protos AI can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: Protos AI official site
Protos AI targets investigation teams operating in cybersecurity, financial crime, and supply chain risk management. Its platform is specifically designed for professionals who need to conduct complex, multi-source investigations against adversaries in these domains. The intended users are teams requiring faster, AI-assisted investigation workflows to reach reliable, actionable conclusions.
Sources: Protos AI official site
Protos AI is known for its agentic AI-driven investigation platform that claims to accelerate investigations by 15 times compared to standard methods. It is recognized for addressing multiple adversarial risk domains - including cyber threat, insider risk, financial crime, fraud, and supply chain risk - within a single platform, and for being a Singapore-based entrant in the AI-powered cybersecurity and risk intelligence space.
Sources: Protos AI official site
Ranked closest to Protos AI: Protexxa (71/100), Prosperr.io (71/100), Provable Markets (71/100), Provision (71/100).
A step up - brands to learn from: Zyte (81/100), Zipline (81/100).
Category leader: Accenture (97/100).