The agent fleet
Intelligence doesn't collect itself.
70+ agents do it for you.
Every competitive intelligence platform claims coverage. The difference is what happens to a signal after it's found. Pro-Position.AI agents don't just watch sources — they verify, classify, and route intelligence into the workflows where your team actually decides: battlecards, roadmaps, pricing, personas, and pitches.
How it flows
From source to decision in three moves
1 · Collect
Agents watch the sources
News, social, reviews, pricing pages, SEC filings, patents, job boards, changelogs — every signal type that moves a competitive deal, monitored continuously.
2 · Reason
Signal is verified & contextualised
Source reasoners deduplicate, score trustworthiness, and rank relevance against your specific competitive landscape — noise never reaches your teams.
3 · Route
Intelligence lands where it acts
Workflow intelligence links each signal to the module that uses it — a pricing change updates the battlecard, a lost-deal pattern lands on the roadmap tile.
The fleet
Specialised agents, one shared brain
Each agent class owns a signal surface. Together they replace the manual sweep your team runs today — Google Alerts, G2 checks, quarterly reviews.
Source miners
Watches: News, press releases, blogs, and industry publications across your competitive set
Surfaces: Structured news items in the real-time competitive feed — classified, tagged, and deduplicated
Social signal agents
Watches: Competitor messaging, positioning shifts, executive announcements, and community sentiment
Surfaces: Messaging-change alerts and sentiment signal feeding battlecards and positioning
Review miners
Watches: G2, Capterra, TrustRadius, Trustpilot, and Glassdoor — ratings, review themes, and complaint patterns
Surfaces: Weakness counterpoints and objection handlers ranked by real buyer complaints
Pricing intelligence agents
Watches: Pricing pages, packaging changes, tier restructuring, promotions, and fee models
Surfaces: Pricing-change alerts with full audit trail — what changed, when, and vs. which tier
Filing & patent watchers
Watches: SEC filings (10-K/10-Q/8-K), patent applications, and regulatory announcements
Surfaces: Strategic-direction signal — R&D bets, risk factors, and licensing moves before they ship
Hiring-signal agents
Watches: Competitor job postings and org changes — the earliest public indicator of product direction
Surfaces: Early warning on new market entries, vertical pushes, and capability builds
Source reasoners
Watches: Quality, trustworthiness, and relevance of every signal the fleet collects
Surfaces: Noise filtered out — only verified, contextualised intelligence reaches your teams
Workflow intelligence
Watches: Which signals matter to which decisions — routing intelligence to the module where it acts
Surfaces: Signals auto-linked to roadmap tiles, battlecards, personas, and pricing tables
70+
agents running continuously
10+
source types monitored
277K+
news items processed
24/7
monitoring — no analyst required
What lands in your workspace
The fleet's output arrives as a live competitive newsfeed — searchable, filterable by account or category, and draggable straight into deal notes and roadmap tiles. A competitor repriced on Tuesday; the battlecard and your pricing comparison reflect it by Wednesday.
- • Real-time newsfeed across all monitored sources
- • Battlecards that regenerate as signals change
- • Module comparisons with cited sources
- • News items auto-attached to the roadmap tiles and battlecards they affect
Traceable
Every data point carries its source
Cited source and timestamp on each intelligence item — a full edit-provenance audit trail behind every number you present.
Attached
Signal routes to the decision
News, reviews, and filings auto-link to the roadmap tile, battlecard, persona, or pricing row they change — evidence is attached, not buried in a feed.
Grounded
AI output you can stand behind
Suggestions are generated from verified real-world intelligence — the competitor's actual move, not a plausible-sounding guess.