Brand Intelligence & OSINT Monitoring

Brand intelligence is a different problem than social listening. Social listening passively counts mentions. Brand intelligence actively detects coordinated campaigns, maps attacker networks, attributes anonymous activity to real actors, and scores severity. The difference matters because the stakes of AI-era brand narrative are higher than they were in the traditional search era, a single coordinated Wikipedia edit or review campaign can change what ChatGPT tells your customers about you for months.

We build brand-intelligence platforms that combine OSINT analytical frameworks with modern AI tooling. Citation monitoring across every AI platform that matters. Wikipedia edit tracking with editor-network attribution. Review-manipulation detection with violation evidence packaging for takedown requests. Forum and social pattern analysis for coordinated campaigns. All of it feeds into a dashboard your team checks instead of a retainer invoice you pay.

What you get at the end of the engagement is a running monitoring platform with your data, your brand, your attackers. Not a generic SaaS product. Not a monthly PR-agency retainer. A system your team owns, hosted where you want, extendable when the threat surface changes. That matters because the threat surface changes constantly and off-the-shelf tools always lag.

The work is grounded in Ryan's early-career intelligence-analysis training (Mercyhurst Intelligence Studies, analyst work with the Society of Former Special Agents of the FBI, Nassau County PD intelligence internship) translated into modern AI tooling. Same tradecraft, applied to brand-protection instead of criminal investigations.