Know more.
Win more.
AI-native competitive intelligence.
Always fresh, built for you.
Built for pros
What is BuildSherpa Research?
Competitive intelligence built on 400K+ real products and 10M+ mapped user intents. We aggregate data from review platforms, forums, and product pages into structured market analyses.
Competitive landscape
Market map with competitor matching, positioning analysis, and feature coverage across the competitive set.
Voice of customer
Aggregated strengths, pain points, and unmet needs from real users. Not cherry-picked quotes — patterns across thousands of data points.
Pricing intelligence
Structured tier extraction from competitor sites. See how the market prices, where free tiers exist, and how transparent pricing is.
Feature matrix
Auto-clustered comparison of what each competitor ships. Table stakes vs. differentiators at a glance.
Branded PPTX export
Export to PowerPoint with your company's colors and logo. Ready for clients, IC decks, or board presentations.
Shareable report pages
Password-protected pages under your domain. Built-in analytics show who viewed it and when.
Monthly auto-update
Competitor data refreshes monthly. Your analysis stays current without re-running it.
Version & market history
Every update is versioned. Track how the competitive landscape evolved over time.
Comparative analysis
Benchmark target companies against competitor groups. Side-by-side across features, pricing, and customer perception.
Trends & momentum
Quarterly discussion volume per competitor. See which players are gaining traction and whether the market is accelerating.
Live competitor signals
Recent launches, funding rounds, partnerships, and expansions auto-extracted from competitor blogs and news pages.
Ecosystem & integrations
Integration landscape mapping, enterprise readiness assessment, and adoption rates across the competitive set.
Meet Porter
Your dedicated researcher that learns your business context, investment thesis, or consulting framework — and steers every analysis in your direction.
Context-aware analysis
Porter remembers your portfolio, target segments, and strategic priorities. Every report is framed through your lens, not generic market commentary.
Guided research setup
Describe what you're looking for in plain language. Porter identifies the right competitors, scopes the analysis, and suggests the research angle that will surface the most useful findings.
Follow-up and deep dives
Ask Porter to drill into specific findings, compare two competitors head-to-head, or re-angle the analysis for a different audience — without re-running the full report.
Consistent methodology
Porter applies your preferred frameworks and terminology across every engagement. Your team's output stays uniform regardless of who initiates the research.
Think of Porter as...
A senior analyst making 80k+ a year who already read every competitor's website, scraped every review platform, and mapped every pricing page - and knows precisely how to use it and frame it for you and what are you interested in.