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AI prompt library · Research & market intelligence

Research & Market Intelligence AI Prompts

Start research with a clear scope and an evidence standard. These briefs cover competitors, markets, regulation, vendors and emerging technology. Specify the geography and time period, request accessible sources, and distinguish verified findings from estimates.

How to use these prompts

  1. Choose a template and open Preview & customise.
  2. Fill the named fields with your details and check the completed draft.
  3. Copy it into your preferred AI tool, or sign in to prepare a Chat draft in Ortivo.

Copying is free and does not call an AI. Generating an answer requires your own configured provider or an available trial. Review important facts and every draft before use.

10 starter prompts in Research & market intelligence

Research & market intelligence

Competitor Product & Pricing Teardown

Research {{competitor_name}} in {{market_category}} targeting {{target_segment}}. Document their current pricing tiers, core feature positioning, recent product launches over the …

Suggested: Research Agent Goal
Read template
Research {{competitor_name}} in {{market_category}} targeting {{target_segment}}. Document their current pricing tiers, core feature positioning, recent product launches over the last 12 months, and recurring customer complaints from public reviews.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Bottom-Up TAM / SAM / SOM Market Sizing

Estimate the Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for {{product_category}} in {{geography}} focused on {{ide…

Suggested: Research Agent Goal
Read template
Estimate the Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for {{product_category}} in {{geography}} focused on {{ideal_customer_profile}}. Cite verifiable industry counts, average contract values, and growth rates.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Regulatory & Compliance Horizon Scan

Investigate upcoming legislation, regulatory enforcement trends, and compliance standards affecting {{industry_sector}} in {{region}} regarding {{compliance_topic}}. Summarize key…

Suggested: Research Agent Goal
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Investigate upcoming legislation, regulatory enforcement trends, and compliance standards affecting {{industry_sector}} in {{region}} regarding {{compliance_topic}}. Summarize key effective dates, mandatory requirements, and penalties for non-compliance.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Vendor & Tool Due Diligence

Compare {{vendor_options}} for {{use_case}} integrating with {{integration_stack}}. Verify documented API limits, security certifications, pricing transparency, data retention pol…

Suggested: Research Agent Goal
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Compare {{vendor_options}} for {{use_case}} integrating with {{integration_stack}}. Verify documented API limits, security certifications, pricing transparency, data retention policies, and reported production reliability issues.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Customer Voice & Pain-Point Mining

Research public forums, review platforms, and industry discussions to identify the top unmet needs and frustrations of {{buyer_role}} using tools in {{product_niche}}, focusing on…

Suggested: Research Agent Goal
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Research public forums, review platforms, and industry discussions to identify the top unmet needs and frustrations of {{buyer_role}} using tools in {{product_niche}}, focusing on what triggers them to switch around {{switching_trigger}}.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Emerging Technology Readiness Assessment

Evaluate the maturity of {{technology}} for commercial use in {{application_area}} over {{adoption_horizon}}. Separate production-ready capabilities from vendor hype, noting bench…

Suggested: Research Agent Goal
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Evaluate the maturity of {{technology}} for commercial use in {{application_area}} over {{adoption_horizon}}. Separate production-ready capabilities from vendor hype, noting benchmark performance, unit costs, and unsolved technical bottlenecks.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Supply Chain & Vendor Concentration Risk

Analyze supply chain vulnerabilities and provider concentration risks for {{input_material_or_service}} with exposure to {{geographic_exposure}}. Identify primary bottlenecks, lea…

Suggested: Research Agent Goal
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Analyze supply chain vulnerabilities and provider concentration risks for {{input_material_or_service}} with exposure to {{geographic_exposure}}. Identify primary bottlenecks, lead-time trends, and viable geographic or vendor diversification options.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Industry Benchmark & KPI Lookup

Gather current industry benchmarks for a {{company_stage}} company operating a {{business_model}} model across these metrics: {{metrics_list}}. Provide median and top-quartile ran…

Suggested: Research Agent Goal
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Gather current industry benchmarks for a {{company_stage}} company operating a {{business_model}} model across these metrics: {{metrics_list}}. Provide median and top-quartile ranges with source attribution and publication dates.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Benchmarking Public Company Filings & Earnings

Research recent public disclosures, earnings releases, and investor updates from {{public_companies}} during {{period}} regarding {{strategic_theme}}. Compare capital expenditures…

Suggested: Research Agent Goal
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Research recent public disclosures, earnings releases, and investor updates from {{public_companies}} during {{period}} regarding {{strategic_theme}}. Compare capital expenditures, stated strategic priorities, and management risk commentary.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.
Research & market intelligence

Empirical Evidence & Literature Review

Conduct an evidence review on the hypothesis that {{hypothesis}} within {{academic_or_industry_field}}. Summarize supporting empirical studies, counter-evidence, sample sizes, met…

Suggested: Research Agent Goal
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Conduct an evidence review on the hypothesis that {{hypothesis}} within {{academic_or_industry_field}}. Summarize supporting empirical studies, counter-evidence, sample sizes, methodological limitations, and areas of remaining uncertainty.

Use only supplied material or sources actually accessed. Distinguish evidence, estimates and assumptions. Do not invent facts, citations, test results or actions performed. Flag missing information and tool limitations.