Competition hub
GAScore vendor products against extracted requirements and taxonomy features on the same 10-dimension rubric as battlecards · review or AI signals.
What it is
Competitive Matrix compares vendor products side by side against two sources of rows: requirements pulled from your sourcing documents and standard product-taxonomy features. It scores each vendor on every row using either aggregated customer reviews or a ten-dimension AI model. You manage the vendors under evaluation, the stakeholders, the priority weights, and any per-feature score overrides, and the matrix can suggest new vendors based on your active requirements and product context.
See it in the product
Top 4 capabilities
Each capability is the parent of dozens of typed features in the production taxonomy. Hover any feature in Studio to drill into the underlying nodes.
5 features
Requirement Capture builds the requirements grid by reading your uploaded sourcing documents, extracting requirements from pasted text, or accepting entries you type in, adding the results to the evaluation without creating a separate sourcing record.
5 features
Capability Scoring fills each vendor-by-feature cell with a score drawn from aggregated customer reviews or a ten-dimension AI model. You can switch the source, adjust how much each dimension counts, override individual cells, and open a detailed breakdown behind any score.
3 features
Matrix Workspace holds a single evaluation in one place and toggles between a requirements grid and a product-feature grid, showing vendor columns, evaluation-wide settings, and a vendor comparison chart.
3 features
Priority Weighting configures the weights that turn requirement and feature importance into matrix scores, combining a five-level priority scale, per-feature importance tiers, and weightings supplied by your stakeholders.
More from the Competition hub
Live competitive cards assembled from the graph on demand. No 60-90 day staleness.
Why deals are won and lost · per-deal AI reasoning on every battlecard, interview-driven decision factors, and review-mined switching.
Competitor hiring intelligence. Job-posting trends, skills-gap analysis, position-level drilldowns.
Upload an RFP/RFI, auto-extract every requirement, draft cited responses in under 5 hours.
Track B2B software-buying opportunities as deals across a grid and timeline · vendor fit scoring and AI deal strategy.
Cross-vendor product and feature explorer · capability scores and review counts across the whole market.
30-minute walkthrough. We'll filter the workspace to your category and walk through the top capabilities live.
