When your survey closes and stakeholders need priorities
Walk into your next meeting with evidence-backed
priorities you can present, defend and act on.
A pay-per-analysis software engine for CX, VoC, customer insights and survey research teams. No monthly subscription. Results ready in about 60 minutes, hands-free.
What you get: a complete web-ready analysis output with ranked customer-feedback priorities, the evidence behind each priority, and export-ready results, ready to open in your browser.
Why this ranked high
326 supporting comments
Recommended next action
Improve payment retry logic and clarify failure messaging.
When the meeting arrives and someone asks why one issue ranks above another, the answer has to be ready. Priority discussions need evidence clear enough to move roadmap decisions forward. When volume, severity, expectation breach, and disruption are not shown together, higher-impact issues take longer to prove and the meeting decides by default.
They let you sort, tag, filter, and count responses. But the synthesis, ranking, and justification still have to be built when a decision is needed. A spreadsheet can support the work, but it does not give you a ready evidence-backed priority order.
They can find basic themes, but simple prompts often grade inconsistently as they read through hundreds of rows. Without a structured process, standard AI / LLM tools easily change their logic mid-run, can miss rare but severe problems, and still leave you to manually pull and format the evidence needed for your meeting.
Even when they deliver dashboards, themes, reports, and trend views, the output often still needs to become a meeting-ready priority recommendation. You still have to connect volume, severity, and evidence to explain the priority order.
The ranked answer still has to come from somewhere. When it does not, the meeting decides by default.
RankBasis closes that gap by delivering one complete, prioritized analysis output with two views:
a leadership dashboard for decisions
an analyst dashboard for evidence
The output is built for two moments:
1. The meeting where your team decides what to fix.
2. The moment someone pushes back.
It isolates which issue to prioritize to prevent misallocated resources, explains why it outranks a more frequent problem, and establishes exactly what that means for your next roadmap review.
Walk into the meeting with a ranked list and a clear explanation
for every priority. When product, operations, or CX challenges the order, you can show why one issue deserves attention before another.
Example
"Payment failures during checkout" ranked above "limited customization" because customers describe blocked purchases, repeated attempts, and unclear error messages. Phrases like "I tried three times and gave up" appear across dozens of responses. Not mild dissatisfaction.
Before you present, open any priority. See the subthemes beneath it. See the verbatims behind each one. If a ranking surprises you, inspect it before anyone else does.
Example
Under "Payment failures during checkout": three subthemes: error message clarity, retry failure, and abandoned checkout. Under "retry failure": 47 verbatims. The top one: "I tried three times and gave up." One click from the ranked issue to that response.
A complete sample analysis, see how issues are ranked, why scores are calculated the way they are, and how the evidence links to each ranked issue.
Frequent mild complaints.
Severe lower-volume issues.
Mixed sentiment.
Praise and noise.
Comments that do not fit neatly into one theme.
Service delivery failures ranked first. Pricing ranked third, despite appearing four times more often. Service delivery ranked higher because the severity signals outweighed Pricing’s higher volume. That gap is why frequency-alone analysis can produce misleading priorities. That changes the decision: fix service delivery before pricing.
Open the top-ranked priority. Check why
it outranked a more frequent issue. See the subthemes and verbatims behind it. One click each.
Open the evidence. Decide whether you could defend the ranking.
See how it works before you submit your own dataset.
Step 1
NPS, CSAT, post-purchase, onboarding, or any open-ended survey data. A spreadsheet export with open-ended responses in one column is enough. The system automatically isolates open-text columns, ignores blank rows and unrelated columns, and requires no manual tagging or formatting.
Step 2
RankBasis analyzes your data with a multi-pass customer insights engine.
Deterministic calculations keep the scoring consistent across all responses.
Step 3
You'll receive an email when they're ready, in about 60 minutes. Your results are yours to review, present, defend, and act on.
RankBasis was built by a team with background in customer insights and survey research. We handle your data the way we would want our own handled.
Submitted survey files are used only to process your analysis, generate your dashboards, and troubleshoot delivery if needed. Your data is not used to train models.
Submitted files are encrypted in transit and at rest. Access is limited to
authorized personnel who need it to process the analysis or resolve a support issue.
After processing, submitted files are retained only as long as needed to complete the analysis and troubleshoot delivery. Completed analysis outputs remain accessible for 3 years. You can request deletion at any time. If your team needs security or data-handling details before submitting a file, contact us first. If you want to evaluate the analysis quality before submitting a real dataset, the sample analysis is built for that.
RankBasis is a zero-management software engine. No platforms to learn, no configurations to build, and zero monthly subscription waste. Buy one analysis when a survey closes, or buy a pack to deploy across all your major seasonal and recurring survey batches.
Available one time per customer for evaluation.
Up to 1,000 records (Over 1,000? Contact us.)
Full access to both Leadership and Analyst Dashboards.
for ongoing, post-survey priority mapping.
Up to 5,000 records
Over 5,000 records? Contact us
Use the one-time $195 First Analysis Special to evaluate RankBasis on one capped survey result before paying the $495 standard single-analysis price. Our structure check validates your file layout before you pay. You get the same complete results and the same data protections as a standard analysis, without spending analyst hours reworking themes and defending priorities.
Ranked customer issues with evidence attached
Clear explanations for every ranking
Issues to monitor (lower-ranked signals worth watching)
Customer Signal Landscape
Customer Friction Matrix
Export-ready results
Two dashboards: a leadership view for decisions and an analyst view for evidence
Use it when a survey closes and your team needs a ranked answer for the next decision meeting.
Submit your dataset, pay for one analysis, and RankBasis starts processing automatically.
Submit one dataset. Get ranked priorities and evidence you can open in about 60 minutes.