Pricing Benchmark Brief
Name a product, get the market's real prices next to yours — positioning read, recommended moves with math, every number sourced and dated.
Give it a product (or product line) and it snapshots your current store prices, then researches the market across multiple research providers — competitor list prices, promo pricing, packaging changes — normalized to a comparable unit with model differences named, not averaged away. The analysis positions your price in the market set and turns the gap into recommended moves in real numbers: hold, reprice, repackage, or introduce a tier, each with the math and the risk. Every data point carries source and date; stale or secondhand evidence is labeled. The brief is staged for approval before anything files, and reruns show price movement over time.
How it runs
Multi-agent orchestration — here's the flow, step by step.
Resolve the named product/segment from memory or a single ask; halt on unresolvable products with closest candidates.
workflow orchestratorPull and snapshot your current store prices — product, variants, discounts, snapshot date.
data analystGather market pricing from the open web, preferring competitors' own pricing pages over aggregators.
web researcherAdd competitor packaging and promo-price signals — tier renames, bundling, model changes.
competitive intelMerge findings across providers, normalize to a comparable unit, and label stale/secondhand evidence.
knowledge synthesizerPosition your price in the normalized set — percentile, nearest comparables, structural packaging differences.
market analystTurn the gap into recommended moves in real numbers — hold, reprice, repackage, tier — with revenue math and risk.
pricing analystCompute margin sensitivity where cost data exists; mark the section absent where it doesn't.
data analystWrite the benchmark brief — comparison, positioning read, recommended moves, open questions.
executive briefing writerAssemble the brief with the evidence footer and data-quality notes.
report formatterRender the doc version for filing.
document writerHold the brief at a single approval gate; refresh the staged brief in place on rerun, never fork.
workflow orchestratorOn approval, file to docs/database, memorize the market set for movement tracking, and return receipts.
distributorRequired Agents
11- web-researcher
- competitive-intel
- knowledge-synthesizer
- market-analyst
- pricing-analyst
- data-analyst
- executive-briefing-writer
- report-formatter
- document-writer
- workflow-orchestrator
- distributor
Connections
Required
Optional
What it does
- Snapshots your current store prices with the observation date
- Researches competitor list and promo pricing across multiple providers
- Normalized to a comparable unit — per-seat vs. flat named, never averaged away
- Positioning read: percentile placement and nearest comparables
- Recommended moves in real numbers with revenue math and risk
- Every market price carries source URL + observation date
- Data-quality footer: stale, secondhand, and excluded evidence named
- Idempotent by product + window — rerun refreshes, and movement shows over time
Example prompt
Benchmark our pricing for the pro plan against the mid-market segment — pull our current Shopify prices, research what competitors actually charge, and give me a brief with recommended moves.
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