Market Agent
What it does: Sizes your total addressable market, the realistically reachable segment, and near-term obtainable share using cited industry reports and real data sources — not a guessed number.
Why it matters: A great product in a market too small to sustain a business fails for a reason that has nothing to do with execution. Knowing the real ceiling before you build prevents months wasted chasing a market that can't support you.
TAM / SAM / SOM figures with growth rate and cited sources, plus a plain-language read on whether the market is big enough to matter.
Competition Agent
What it does: Maps the direct and indirect players already serving this space, their pricing, positioning, and the gaps they're leaving open.
Why it matters: Most ideas aren't original — they're a variation on something that already exists. Understanding who you're really up against, and where they're weak, is what turns 'nice idea' into a defensible plan.
A competitor landscape with pricing comparisons, market gaps, and a clear-eyed view of what differentiation is actually available to you.
Feasibility & Cost Agent
What it does: Estimates what it actually takes to build, launch, and run this — team, tooling, infrastructure, and realistic timelines.
Why it matters: An idea can be validated by the market and still be the wrong bet if it costs far more to build than you can fund. This agent keeps ambition grounded in what's actually executable with your resources.
A cost and build-time estimate broken down by phase, with the biggest feasibility risks flagged before you commit capital.
Revenue Agent
What it does: Models realistic pricing and revenue scenarios based on comparable products, target customer willingness to pay, and market data.
Why it matters: 'People will pay for this' is the assumption that sinks the most startups. Modeling actual revenue scenarios up front tells you whether the business math works before you've spent a dollar building it.
Pricing recommendations with conservative, expected, and optimistic revenue projections over the first 12-24 months.
Synthesis Agent
What it does: Weighs every other agent's findings against each other, resolves the tensions between them, and produces one honest, weighted verdict.
Why it matters: Five separate reports are just more data to get lost in. This agent is what turns raw findings into an actual decision you can act on — including naming the single biggest risk to fix first.
A single validation score out of 100, a plain-language verdict, and the top risk standing between your idea and a strong launch.
A report you can actually defend.
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