AI market research analyst

Because data doesn't make decisions.
You do.

Generate a structured market research report that brings together customer research, competitor analysis, media intelligence and search behaviour, so you can make better strategic decisions.

The workflow

Not a chatbot. An analyst that does the work.

Behind every report is a repeatable research workflow. Each section answers a different business question, from market demand and customer behaviour to competitor positioning and channel opportunities.

No endless AI conversations. Just research you can review, challenge, and act on.

Live research pipeline
  • 1Understanding the market
  • 2Researching competitors
  • 3Analysing customer behaviour
  • 4Finding media opportunities
  • 5Identifying search demand
  • 6Reading customer reviews
  • 7Looking for whitespace
  • 8Building recommendations

What's in the report

14 sections. Every claim cited. Organised the way strategists think.

Executive Summary
Opportunity score, key risks, one-paragraph recommendation.
Market Overview
Size, growth, digital adoption, regulation, SMB vs enterprise.
Customer Research
Buyers, committees, journey, triggers, communities.
Competitor Analysis
Positioning, pricing, strengths, weaknesses — in a table.
Consumer Voice
Reddit, G2, Capterra, Trustpilot — in customers' own words.
Search Behaviour
Commercial, informational, AI prompts, content gaps.
Media Landscape
Publications, podcasts, creators, communities, events.
Cultural Considerations
Etiquette, trust signals, procurement, compliance.
Channel Recommendations
11 channels ranked by impact and confidence.
White Space
Opportunities competitors are missing — with ease scores.
90-Day Plan
Month 1, 2, 3 — prioritised by expected ROI. Humans bring the decision making.
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See a real report

An inside look: Launching Ramp in Australia

marketscope / ramp-australia.md
Preview — first 3 sections
Market entry report · Prepared for Ramp · AU market

Launching Ramp in Australia

1. Executive Summary

  • Overall opportunity score: 72 / 100 — a mid-sized but rapidly digitising spend-management market with weak local incumbents.
  • Market attractiveness: High. Australian SMB software spend grew 13.4% in 2024, outpacing overall IT spend (Gartner, 2024).
  • Competitive intensity: Medium. Weel and Airwallex Spend dominate mindshare; no US-scale all-in-one player has fully localised (AFR, 2025).
  • Ease of entry: Medium. AFSL licensing and BSB / PayID rails add 4–6 months to launch (ASIC, 2024).
  • Recommended investment: A$450k–A$700k over the first 9 months.
Go. Enter with a mid-market wedge (100–500 FTE finance teams), lead with automated close and multi-entity controls — Weel is strongest at SMB, Airwallex at cross-border. There is a clean seam between them.

2. Market Overview

Australia's business spend management market is estimated at A$680M in 2025, growing ~18% YoY, driven by cloud accounting penetration (Xero at 62% SMB share) and finance-team automation budgets (IBISWorld, 2025). Digital adoption among finance teams is high: 81% of mid-market CFOs report an active automation initiative in the next 12 months (CFO Magazine AU, 2024).

Regulation is the primary friction. Card issuing requires a sponsor bank relationship (typically Cuscal or Hay) and AFSL coverage; expect a 4–6 month licensing runway (ASIC RG 209).

4. Competitor Analysis

CompetitorPositioningPricingStrengthsWeaknesses
Weel (ex-DiviPay)SMB spend cards + bill payFrom A$25 / user / moStrong Xero integration, local brand trustThin mid-market controls, limited multi-entity
Airwallex SpendCross-border first, global CFO stackCustom, FX-ledFX rates, multi-currency walletsDomestic AP workflows feel bolted-on
PayhawkEU mid-market, expanding APAC~A$18k+ / yearDeep ERP integrations (NetSuite)Limited local support, no AU issuing
BrexUS tech-first, no AU presencen/a in-marketBrand pull with AU startups on US railsNo AUD issuing, no local AP

Methodology

How it works

MarketScope uses a structured research workflow to turn your market query into a strategist-ready report. The model follows the same steps a research analyst would: frame the question, gather evidence across sources, and synthesise findings into cited sections you can verify and act on.

  • 1
    Define the brief
    You enter a market and product or country. The prompt is tuned to force structure, not generic commentary.
  • 2
    Research across sources
    The analyst layer queries public web, search, reviews, news and competitor signals for the specific market.
  • 3
    Synthesise with citations
    Every claim is anchored to a named source. No invented facts, no ungrounded assertions.
  • 4
    Build the 14-section report
    Output is formatted into the same sections a senior consultant would use, from market overview to 90-day plan.
  • 5
    Human review, human decision
    You read, challenge, edit and export. The report informs the decision; you make it.