Ten roles, one engine
Start with the decision.
Bring the data you already have.
Choose a workflow, make the criteria yours and turn your material into an answer you can inspect, share or use in code.
By role · ready to run
Ten templates. Real answers in seconds.
Each opens the analyzer with sample rows and a plain-English question. Run it as is, then swap in your own list. Scorecards weight the criteria you choose and rank every row; the math is done in code, and anything the evidence can’t settle stays Unknown.
- Sales leader
- Prioritize inbound leads →
Six sample demo requests. Sort real buyers from browsers, check company size, and count the pipeline worth calling today.
- Customer success leader
- Find revenue at risk →
Six sample accounts with their latest notes. Flag churn risk, name the driver, and total the annual revenue that needs attention.
- Marketer
- Mine customer feedback →
Eight sample survey comments. Tag sentiment and theme, then see which plan the pricing complaints come from.
- Procurement analyst
- Compare vendors →
Five sample vendor security answers. Check SOC 2 Type II, SSO and EU hosting, then average the price of the vendors that qualify.
- CFO
- Prioritize collections →
Six sample overdue accounts. Read each collector's note, score who to chase first, and total the money at serious risk.
- Real estate agent
- Rank your client list →
Six sample buyer notes. See who is ready to buy now, rank clients by readiness and budget, and total the buying power that is ready today.
- Real estate investor
- Score rental deals →
Six sample listings. Stack cap rate, condition, location and price into one deal score, then compare cities and count the deals worth a closer look.
- Market analyst
- Read management commentary →
Six sample quarterly statements from fictional companies. Classify the guidance change and its driver, then see the mix.
- Product manager
- Prioritize feature requests →
Six sample requests with the accounts and revenue behind them. Judge the impact, score the priority and total the revenue blocked today.
- Support lead
- Triage support tickets →
Six sample tickets. Set severity and category for each, then count critical tickets from Enterprise customers.
Sales & revenue
Know who fits before you reach out.
Choose your customer type, company size and market. Add your own website to help draft the criteria. Review what “fit” means, then apply the same rubric to every row.
Score a sales list- Bring
- Your account list + your ideal customer profile
- Find out
- Which companies meet our criteria, and what proves it?
- Take away
- A ranked list with fit scores, evidence and unknowns.
Operations & procurement
Put every vendor through the same review.
Select requirements such as API access or security evidence. Compare supplied information against your checklist; missing claims stay unknown rather than silently becoming a pass.
Compare vendors- Bring
- Vendor descriptions, proposals or public URLs
- Find out
- Which options meet the requirements we actually care about?
- Take away
- A comparison table with supporting passages.
Product & customer teams
Turn feedback into something you can act on.
Choose the signals you need, review the definitions and classify each item. Summaries show which rows contributed, so you can go from the total back to the original feedback.
Analyze feedback- Bring
- Customer feedback or support records in a table
- Find out
- What is the request type, sentiment or urgency of each item?
- Take away
- Consistent labels, evidence and dataset counts.
Research & strategy
Understand what each company does.
Choose the dimensions you need and review the proposed categories. Apply the same definitions to every company, then export a table you can filter and explore. Missing information stays Unknown.
Classify companies- Bring
- Company descriptions, research notes or explicit URLs
- Find out
- What is each company’s business model, customer type or industry?
- Take away
- A classified company table with supporting evidence.
Analysts & operations
Put every document through a clear review.
Select clarity, next steps, supporting evidence or risks and constraints. Review the proposed questions, then inspect the source behind each answer. This reviews the supplied text; it is not a legal compliance opinion. Scanned PDFs need text extraction first.
Review documents- Bring
- Readable PDFs, text, policies or public pages
- Find out
- Is it clear, supported and actionable—and does it state its risks?
- Take away
- A document-quality rating and checks with supporting excerpts.
Anyone working in a spreadsheet
Get from rows to an answer.
Tap a measure, choose a group and select the calculations. Code computes the arithmetic. Original IDs, duplicate rows, units and missing values stay visible in the output.
Analyze a spreadsheet- Bring
- CSV or TSV with your existing numeric columns
- Find out
- What’s the total or average, grouped by a column?
- Take away
- Calculated summaries with every contributing row.