Competitive pricing intelligence and dynamic repricing with reasoning, governance, and product intelligence built in.
ArqVantage is a competitive market intelligence and dynamic pricing accelerator for brands selling through e-commerce marketplaces. Agents continuously monitor competitor SKU listings, interpret pricing signals using LLM reasoning to understand why prices changed rather than just that they did, and adjust prices within governance guardrails. A product intelligence layer surfaces catalog gaps, underserved categories, and market opportunities from ongoing competitor analysis.
Built for: E-commerce brands, manufacturers, revenue management teams, and marketplace sellers
Typically owned by: VP E-Commerce and Director of Digital Commerce; Head of Revenue Management and Pricing Manager; Category Manager; VP Sales at manufacturers for channel pricing protection; Chief Revenue Officer.
Targets we engineer each deployment toward, measured against your baseline during rollout.
Brands selling on Amazon, Walmart, and distributor platforms cannot manually monitor hundreds of competitor SKUs in real time. Existing repricing tools react to price thresholds but miss the context — a competitor dropping 30% means something entirely different if they're clearing inventory versus responding to a new entrant. And no generic repricing tool understands MAP policies or B2B contract pricing commitments.
ArqVantage converts competitive pricing from a manual, lagging, context-free activity into a continuous, reasoning-driven process with governance built in. Pricing teams make better decisions faster. MAP compliance is enforced automatically. Product gaps are surfaced without manual competitive research.
A reusable workflow spine, tuned to your data, systems, and controls — not a generic model wrapper.
Continuously maps competitor listings to your catalog across specified marketplaces — tracking new SKU launches, discontinued products, bundle changes, and catalog gaps. Always current, never a point-in-time snapshot.
Real-time price monitoring across Amazon, competitor websites, and distributor portals. Tracks Buy Box status, promotional patterns, price trajectories, and velocity of change per SKU.
Classifies why a competitor moved: promotion, clearance, supply constraint, new-entrant response, or seasonal pattern. A competitor clearing inventory doesn't require price defense; a new entrant pricing aggressively does.
Adjusts prices within MAP floors, margin ceilings, and channel-specific constraints. Every adjustment is logged with the trigger, interpretation, guardrails applied, and resulting change — with human escalation beyond thresholds.
Analyzes competitor catalogs against yours continuously — surfacing SKUs they carry that you don't, underserved high-demand categories, and product improvement signals in competitor review text.
Built-in awareness of MAP policies and B2B contract pricing commitments, so marketplace pricing never undermines channel agreements — the exposure no generic repricing tool covers.
Every agent action carries the trigger, the reasoning, the inputs, and the outcome in an encrypted, persistent audit trail. No black boxes.
A data collection layer ingests marketplace data via the Amazon SP-API and Walmart Marketplace API, supplemented by structured monitoring for non-API sources. The SKU Mapper maintains the competitive catalog graph, updated continuously as competitor listings change.
The Signal Interpreter runs on each detected price event to produce a classified signal record. The Repricing Agent queries this record, applies configured guardrails, and executes or escalates. The Product Intelligence Agent runs on a scheduled cadence analyzing catalog coverage and opportunity signals.
Accelerators move fastest when the first release is narrow, measurable, and connected to the people who own the work.
Competitive Pricing Blind Spot Scan: monitor your top 50 SKUs versus the top 10 competitors for 30 days; deliver a pricing gap report and product opportunity matrix.
Deploy the SKU Mapper and Price Surveillance agents on the full priority catalog; calibrate the Signal Interpreter against historical price movement data.
Enable guardrail-governed repricing with defined MAP floors, margin ceilings, and escalation thresholds; establish human review for above-threshold decisions.
Deploy the Product Intelligence Agent for ongoing catalog gap analysis; expand to full catalog coverage and integrate B2B pricing constraints.
Detect and respond to competitor price moves in minutes, with reasoning attached — not days behind a manual review queue.
Enforce MAP automatically across marketplaces and keep pricing consistent with B2B contract commitments.
Surface SKUs and categories competitors serve that you don't, ranked by review velocity and demand signals.
ArqVantage connects to your marketplace APIs, ERP, and B2B pricing systems, and every pricing decision carries an audit trail with trigger, reasoning, and approval state — critical for manufacturers with MAP policies and contract pricing.
Monitor your top 50 SKUs versus the top 10 competitors for 30 days. Delivers a pricing gap report, a product gap opportunity matrix, a repricing guardrail framework, and a model of what ArqVantage would have done differently over those 30 days against actual revenue performance.
Book itArqVantage is a competitive pricing intelligence and dynamic repricing accelerator. AI agents monitor competitor SKUs in real time, use LLM reasoning to classify why prices moved, and reprice within MAP floors and margin guardrails — with a complete audit trail on every pricing decision.
Standard repricers react to price thresholds without context. ArqVantage interprets the signal first — clearance, promotion, supply constraint, or new entrant — because each demands a different response. It's also the only approach with MAP policy and B2B contract pricing awareness built in.
Under five minutes from detection to a governed price adjustment or escalation, versus days for manual review cycles. Deployments typically see 10–15% higher revenue than static rule-based repricing.
Amazon via the Selling Partner API and Walmart via the Marketplace API, plus structured competitive monitoring for competitor websites and distributor portals without APIs.