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Solve is the first pillar of Rocket’s vibe solutioning platform. Before you build anything, Solve helps you validate ideas, create PRDs, run market research, and answer complex business questions for any SaaS, AI, enterprise, or tech product. Type a question in plain language and receive a structured, evidence-backed report built from live data. Start with the quick-start guide to run your first analysis.

How Solve is different

Solve produces complete research deliverables, not links or summaries. The table below compares it with traditional search engines and chatbot tools.
SearchChatbotSolve
What you getLinksA summary from training dataA structured, multi-source report
Research effortYou do the workNone, but shallowDone for you, in depth
Live dataYes, but unstructuredNoYes, synthesized
Output formatTen blue linksParagraph answerExecutive summary, analysis, evidence, recommendations
Follow-upNew searchSome memoryBuilds on full conversation and project context
While tools like ChatGPT and Perplexity provide conversational answers, Solve delivers structured, multi-source research reports with executive summaries, evidence, and actionable recommendations. No other AI app builder includes a dedicated research engine.
Solve works best with specific, well-scoped questions. Vague prompts like “tell me about AI” produce broad results. See question-framing tips for guidance.

Solve compared to Intelligence

Rocket has two research capabilities that serve different purposes.
SolveIntelligence
When to useYou have a specific question right nowYou want ongoing awareness of changes
How it worksOne-time research task, produces a structured reportContinuous monitoring, delivers signals over time
OutputA report with data, analysis, and recommendationsA dashboard of alerts, changes, and trends
Task typeSolve taskIntelligence task
Example”What is Stripe’s current pricing model?""Alert me when Stripe changes their pricing page”
Solve answers a question once. Intelligence watches for changes over time. Results from both live in the same project, so a Solve report can scope what you monitor, and vice versa.

How Solve works

The diagram below shows the research pipeline from question to finished report.
  1. You ask a question. Type any business question in plain language from the Solve input box. You can select one of the suggestion categories (Strategy, Product, GTM, Sales, Competition, What to build) or type a custom question. Solve classifies it into one of nine intelligence types automatically.
  2. Solve clarifies if needed. For ambiguous prompts, Solve asks clarifying questions before it begins research. This sharpens scope and avoids wasted effort.
  3. Core job to be done. Solve defines the core research objective based on your question and any clarifying answers. This anchors every subsequent research stream.
  4. Query decomposition. Solve breaks the question into its constituent dimensions. Each dimension becomes an independent research query. You can see these decomposed queries in the chat as they appear.
  5. Parallel agent research. Each decomposed query runs as a separate research stream, powered by its own agent. Streams execute simultaneously, not sequentially. For each stream, the chat reveals:
    • What the agent researched and which tools it used
    • Positives and negatives found in the data
    • Specific data points, tables, and evidence collected
    • How the agent assessed, analyzed, and mapped the findings
  6. Synthesis and report. Findings from all streams merge into a structured report with an executive summary, detailed analysis, supporting evidence, and recommendations. A Final report link appears in the chat. Select it to open the report in the right-side panel.
You can enrich research before and during a task. Use @-mentions to pull findings from other tasks, or attach files and URLs as source material. After delivery, Solve suggests smart follow-ups so you can drill into specific findings without re-framing your question.

What Solve covers

Solve handles any strategic business question across any domain, from tightly scoped lookups to multi-dimensional analyses.

Market analysis

Size markets, identify trends, and assess opportunities.

Competitive teardowns

Compare features, analyze positioning, and run SWOT frameworks.

Pricing strategy

Benchmark pricing, model scenarios, and analyze willingness to pay.

Product direction

Prioritize features, analyze user needs, and inform roadmaps.

Investment analysis

Build business cases, run due diligence, and evaluate opportunities.

All use cases

GTM strategy, brand positioning, technical deep-dives, career strategy, and more.

Frequently asked questions

Any strategic business question: market sizing, competitive analysis, pricing benchmarks, product prioritization, investment due diligence, go-to-market strategy, and more. Specific, well-scoped questions produce the best results.
Solve returns structured reports that include an executive summary, detailed analysis sections, supporting data, and recommendations. Reports use clear headings so you can scan for what matters. See working with reports for formatting details.
Yes. Share any report by sharing the task within your workspace. Team members with project access can view the full report and follow-up conversations. You can also export reports for use outside Rocket.See Share and export for details.
Solve tasks consume tokens based on question complexity and research depth. Your available tokens depend on your subscription plan. See Pricing and Tokens for plan details.

What’s next?

Quick start

Run your first analysis with a guided walkthrough.

Use cases

Browse nine categories of questions Solve handles, with example prompts.

Intelligence

Set up continuous monitoring for competitors and markets.