SOLUTIONS / PRODUCT, STRATEGY AND COMPETITIVE INTELLIGENCE TEAMS
Agentic OSINT for Product, Strategy and Competitive Intelligence Teams
Nexus is an agentic OSINT platform that product, strategy and competitive intelligence teams use to research competitors, markets and product moves from public sources. Choose one of 47 investigative Skills, such as Competitive Intelligence Snapshot, or describe the objective in plain language; Nexus discovers sources, links cited findings to inspectable evidence, maps companies, products and people in a relationship graph and leaves the assessment with the team.
Research competitor pricing, positioning, releases, patents, advertising and customer sentiment from one case-centered workspace. Nexus keeps cited findings linked to their sources, so the team can show leadership exactly what an assessment rests on and when it was true.
Challenges
Challenges for Product, Strategy and Competitive Intelligence Teams
Signals scattered across public surfaces
Pricing pages, release notes, app store listings, advertising records, patent filings, keynote videos, forum threads and public filings each tell part of the story. Collecting them by hand across tabs and screenshots is slow, and the resulting deck rarely shows where each claim came from.
Comparisons that cannot be dated or reproduced
A feature matrix built last quarter has no source trail. When leadership asks whether a competitor still prices that way, nobody can say when the comparison was true or re-check it without starting the research over.
Rumor mixed with fact
Forum complaints, analyst speculation, partner announcements and confirmed releases land on the same slide with the same weight. A roadmap or pricing decision needs established events, unverified claims and information gaps kept clearly apart.
Ethical and legal boundaries
The fastest shortcuts — misrepresenting yourself, accessing gated material, approaching a competitor’s staff under false pretenses — are exactly the ones a competitive intelligence team must not take. Research has to stay within public and authorized sources and leave a record of what was consulted.
Workflow
The Nexus workflow for Product, Strategy and Competitive Intelligence Teams
- 01
Define the objective
Name the competitors, products, markets or capabilities in scope, the decision the research supports — a pricing review, a roadmap call, a launch response, a market entry — and the timeframe. Open a case so conversations, findings, notes and graphs stay together.
- 02
Choose a Skill or describe the research
Pick a focused Skill from the Skill Library — Competitive Intelligence Snapshot for a sourced comparison of pricing, features and releases, Patent and Inventor Footprint for research direction, Advertising Transparency for campaign positioning — or describe the question in the case conversation and let Nexus plan the work.
- 03
Discover relevant evidence
Nexus searches supported public sources and retrieves available material. Every finding carries a citation that opens to evidence details with the original source, its publication context and supporting material.
- 04
Review findings critically
Separate supported findings from possible matches, contradictions and information gaps. A forum complaint is a claim, not an established defect; a patent application or app listing indicates direction, not a committed roadmap.
- 05
Explore relationships
Add companies, products, people, domains, apps and campaigns from evidence details to a relationship graph and examine partnerships, acquisitions, shared executives and product families, without treating similarity as proof of association.
- 06
Develop the assessment
Ask follow-up questions, record analysis in investigation notes, produce a BLUF Situation Brief for leadership or export selected case material as a structured PDF report. Include available custody records where enabled and retain sources so the assessment can be reviewed when the decision is revisited.
Skill Library
Skills used in this workflow
The investigative Skills these cases draw on most. Every Skill states the question it answers, what the investigator receives and what it cannot establish.
Outcomes
Outcomes for Product, Strategy and Competitive Intelligence Teams
- Sourced point-in-time snapshots of competitor pricing, features and releases
- Launch, funding and dispute timelines built from public reporting
- Patent, app and publication footprints that indicate research direction
- Advertising and messaging evidence for positioning analysis
- Customer complaints and forum sentiment kept distinct from established facts
- BLUF briefs and PDF reports leadership can trace back to the source
Related OSINT concepts
Frequently asked questions
What is agentic OSINT for product, strategy and competitive intelligence teams?
Agentic OSINT for product, strategy and competitive intelligence teams is open-source intelligence in which an AI agent plans and carries out multi-step research — source discovery, evidence retrieval, relationship analysis and reporting — against a defined business question, while the team reviews and decides. In Nexus, an analyst researches competitor pricing, features, releases, patents, advertising and public sentiment, and cited findings link to inspectable source records rather than an unsupported summary.
Does Nexus monitor competitors continuously and alert me to changes?
Nexus does not provide continuous monitoring or alerts. Nexus is an agentic OSINT platform for point-in-time research: the Competitive Intelligence Snapshot Skill compares publicly documented pricing, products, features, positioning and recent releases as they stand when the Skill runs, with each finding cited to its source. To track change, run a new snapshot when a decision calls for it and compare the two cases; investigation notes preserve what was different and why it matters.
Which competitor signals can Nexus research from public sources?
Nexus researches the public footprint a competitor leaves: pricing pages and feature descriptions, release announcements with News and Adverse-Media Timeline, patent and inventor records with Patent and Inventor Footprint, public app listings with App and Developer Intelligence, advertising records with Advertising Transparency, keynotes and demos with Video and Transcript Intelligence, customer discussions with Public Forum and Community Mentions and public-filer disclosures with US Public Filings. Findings depend on what is publicly available, and an unsuccessful search does not establish that something is absent.
Is competitive intelligence with Nexus lawful and ethical?
Nexus works only with public and authorized sources. Nexus does not impersonate anyone, does not access gated or private accounts and does not guess contact details. Product, strategy and competitive intelligence teams remain responsible for the competition-law, confidentiality and professional-ethics rules that apply to them, including what they do with the findings. Nexus supports that discipline by keeping supported findings, possible matches, contradictions and information gaps separate and by linking cited findings to their sources.
Can a product manager without an investigations background use Nexus?
A product manager without an investigations background can use Nexus, which offers three ways to start: pick a Skill from the Skill Library, describe the objective in the case conversation, or run a direct lookup. A product manager can write which competitors and questions matter — a pricing change, a recent release, how a rival positions a feature — and Nexus plans the research and returns cited findings. Follow-up questions refine the case, and a BLUF Situation Brief turns the evidence into a concise assessment for leadership.
Which Nexus plan fits a product, strategy or competitive intelligence team?
Pro at €59 per month fits most product, strategy and competitive intelligence teams: it opens 43 of the 47 investigative Skills and 150 credits a month, including Competitive Intelligence Snapshot, News and Adverse-Media Timeline, Advertising Transparency, App and Developer Intelligence, Patent and Inventor Footprint and Public Forum and Community Mentions. Agency at €89 per month opens all 47, including Cross-Entity Correlation for relationship analysis across many companies and people, with 300 credits a month and end-to-end encrypted investigation notes.