Questions & answers

Most platforms include company profiles, funding and acquisition records, investor data, news, filings, industry reports and sometimes web traffic or job postings. Coverage differs by vendor and by region. Ask for a list of sources and update frequency for the sectors you track, and test two or three of your own companies before you commit.

Search and spreadsheets work for one-off questions. A platform helps when you track many companies, need alerts, or must show where each figure came from. It also saves time on collecting and cleaning data, which is often the largest part of the work. Start with the question your team asks most often.

Both cover private companies and deals, and both sell mainly to investors and corporate teams. Compare them on the sectors, regions and stages you follow, and on the export and API terms in the contract. Run the same three companies through each tool to see which profiles are more complete for your focus.

Similarweb estimates website traffic, traffic sources and app usage, which helps teams compare the reach of rivals. Its figures are modeled estimates rather than measured counts. Use them to compare trends between companies over time, not to state exact visit numbers in a report.

Not quite. Statista is a database of statistics and charts drawn from many publishers, with a free basic plan. IBISWorld sells written industry reports that cover many US industries and some global ones. Statista suits quick number lookups, while IBISWorld suits a full view of one industry.

Open each link and find the exact figure on the page. Confirm the date, the unit, and the definition the source used. If the number appears in a secondary article rather than the original, trace it back to the original source. Keep a short log of checks that failed, since it shows how reliable the tool is for your topics.

A battlecard is a short sales brief on a named rival, covering strengths, weaknesses, pricing, objections and proof points. Some platforms draft battlecards from tracked signals, such as pricing changes and product news. A person should still review each claim, add a date and an owner, and link every statement to a source.

No. A platform shortens the time needed to find and check sources, but a person still has to frame the question, judge which sources fit, and explain the result. Teams often use the platform for the first pass and keep analysts for the work that needs judgment, such as scenario planning and board material.

It varies by vendor. Statista's Basic plan is free for one seat and includes free statistics and five Research AI queries, but excludes premium data. Other vendors often keep trials or demos behind a sales call. Ask what data, seats and exports are included before you book one, and set a test question in advance.

It can be a starting point, but every number should come from its original source. Check the date and the definition, and keep the link. Investors often ask where a figure came from, so the source trail matters more than the tool. Some teams require a second person to confirm each figure before it goes into a deck.

Turnaround depends on the tool, the question and how much checking is needed. Ask vendors for typical times on a question like yours, and test with a real question from your team. Compare that time with the cost of a delayed decision, not just the price of the report.

Check seat limits, data export rights, API fees, renewal terms and any clause that lets the vendor change prices mid-term. Ask who owns the outputs you generate and whether you can share reports with clients or partners. Non-cancelable terms are common in research subscriptions, so read the termination section carefully.