From the first data pipeline in August 2025 to today’s seven-chapter report: here we document, month by month, what we’ve built — and what’s coming next.
months of building since August 2025
analysis chapters in every report
days of price & Buy Box history per product
Main-image tests with a clean test window: plan variants, compare time ranges, get a result with confidence instead of gut feeling. The live gallery of category main images is already in the app — the recommendation engine and test tracking come next.
More on our A/B testing approach →Reports, price histories and origin classifications machine-readable: a REST API with key management, plus webhooks for alerts — so Scoutvo data flows straight into your own dashboards and workflows.
Competitive data shown right on the Amazon product page, plus alerts as a weekly e-mail digest and in team channels such as Slack.
The previous report types have been merged into a single competitive report: seven clearly structured chapters from Overview & Decision to Variants, with a table of contents and filters for large product catalogues. Also new: export as an agency-grade PDF — with your own brand on white-label accounts.
What this changes for you: You no longer click through three report types — everything sits in one place, and the PDF export goes straight to your clients.
Switch plans, add analysis packs, download invoices as PDFs — no email ping-pong. Plus an effort estimate before every analysis, a transparent quota display and uniform worldwide pricing in USD.
What this changes for you: You don't have to email anyone to change plan, get an invoice or top up your quota.
Analyses now generate prioritised to-dos per product that can be checked off — the rest stays visible. The content hub delivers export feeds (CSV/JSON) across your product catalogue plus central storage for images and documents.
What this changes for you: Every report turns into a tickable list, and your product data reaches other channels without retyping.
What this changes for you: You see price movements over time instead of as a snapshot, and your team works from the same data.
The data opportunity score rates, per category, where entering is worth it; the supplier scout turns that into a shortlist. Competitor research can be started, cancelled and restarted — without analyses being charged twice.
Variant tracking set up automatically (up to 20 variants per product) and variant consistency as its own analysis chapter: diverging titles, images and prices within a product family stand out immediately.
Reports under your own brand, a multi-client way of working and the public sample report on the website: agencies can hand Scoutvo results straight to their clients.
Internal reports become a product: a dashboard with product lists and report history, login for beta customers, plus the image-analysis chapter. From here on, customers work with Scoutvo themselves instead of receiving reports by email.
Price and Buy Box alerts with daily checks, a 90-day history per product and the keyword-gap analysis against the category’s top competitors.
What this changes for you: You hear about price breaks and Buy Box losses before the margin is gone.
The first sellers and agencies work with real reports. Reviews are mined into real purchase criteria, and the beta feedback shapes the report structure that still holds today.
The first complete category report: competitor scorecard, price analysis and keyword comparison — and the principle that every statement carries its source and confidence value.
Imprint and trade-register analysis, +86 indicators, detection of disguised sellers: the engine classifies seller origin with evidence instead of guessing — the heart of Scoutvo to this day.
Daily category snapshots with price and Buy Box capture. The first tens of thousands of listings run through the pipeline — the data foundation everything else builds on.
Concept, market research and many conversations with sellers and agencies. The fundamental decision is made early and has shaped every feature since: evidenced statements instead of estimated scores.
Twelve months, one principle: verified, not guessed. See for yourself what it adds up to.