Reporting and Citations
Generate accurate, fully cited reports you can trust.
Q3 Cancellation Drivers
ChatGPT dominates as the platform of choice across the sampled conversations1 which holds across every segment we tested.
Market research is the single largest recorded user need2 and marketing accounts for most revenue optimization records.3
Onboarding confusion is the clearest recoverable driver in the cancellation set.4
INSIGHT CITATIONS
RAW DATA EXPORT
HOW IT WORKS
Why a Report Should Always Show Its Work
Data analysis requires diligence, not guesswork. Turn your analysis into polished reports backed by the exact metrics behind every conclusion. Steeped AI cites every AI-generated finding back to its underlying insight, and lets you export the raw evidence behind your analysis. Behind the scenes, we continuously blind-test the latest AI models against a rigorous rubric for accuracy, framing, and insight quality, so you're not the one chasing every model update just to trust your reporting.
Steeped AI's reporting engine combines rigorously tested AI modeling with strict, thesis-level factual citations, not a black box. And when a report sparks more questions, the full raw data backup is one export away, the math, the Eureka Score artifacts, the raw examples, so you're always ready with more context, not less. Get the speed of AI reporting without giving up the validation, transparency, and trust your data deserves.
Every Claim, Fully Cited
Every conclusion in your report is backed by a numbered citation linking straight back to the real, non-AI metric behind it, just like a university thesis. Jump from any claim in your report to the exact insight behind it. No more taking an AI's interpretation on faith. This allows you to see the full context you already know and it doesn't, right at the bottom of your report. Trust isn't assumed here, it's shown, claim by claim.
Continuously Tested for Accuracy
Stop chasing model updates. We blind-test the latest AI models against a rigorous rubric for accuracy, framing, authenticity, and insight choice. Your reports are always built on the best-performing model for the job. Every platform and model has dozens of parameters and performance that shifts from release to release, tracking all of that isn't your job anymore, it's ours. You focus on the insights; we handle the benchmarking.
Full Raw Data Export
Export every raw finding behind your analysis: the underlying math, Eureka Score artifacts, and full text of any example you selected. This gives you context that goes beyond what made it into the report. When new questions come in after you've shared your findings, the supporting evidence is already there waiting. Compare raw reports with your team, or turn them into your next angle of analysis. Take the raw findings behind your report with you.
USE CASES
How Reporting and Citations Solve Problems
A finding that cannot be traced back to its source does not survive the first hard question in a leadership review or a courtroom. Below are real examples of teams generating reports where every claim carries its citation back to the original record, from supply chain risk to investigative reporting.
AI Search Intelligence
See exactly how your brand, product, or industry shows up across nearly 90,000 real AI conversations. Track the sentiment, comparisons, and recommendations shaping decisions as customers ask AI instead of search engines.
Voice of Customer
Turn feedback scattered across surveys, tickets, reviews, and calls into measurable intelligence. Quantify which topics matter most, which segments hit each issue, and which themes predict retention.
Supply Chain
Turn inspection logs, delivery timelines, and contracts into supply chain intelligence. Pinpoint the exact conditions that drive defects and delays, and prove which vendors underperform with statistics.
Incident Response
Turn firewall logs, incident notes, and phishing test results into post-mortem intelligence. Reveal how attackers exploited gaps and prove which controls deliver the highest risk reduction.
Internal Mobility
Turn training logs, reviews, and peer endorsements into a hidden skills map. Prove which cross-departmental moves drive internal promotions and the ROI of your training budget.
FOIA Investigations
Turn massive FOIA dumps, leaked drives, and scanned records into a searchable case file. Connect shell companies, donations, and contracts into a bulletproof, citation-backed chronology.
Policy Guides
Turn town halls, contact logs, and municipal surveys into census-weighted policy intelligence. Build a candidate platform on what the district actually says, backed by citations.
Loyalty Intelligence
Turn loyalty transactions, redemptions, and churn cohorts into retention intelligence. Quantify renewal drivers and discount dependency, and redesign program mechanics on evidence.
Mobile App Retention
Turn app events, clickstreams, and store reviews into retention intelligence. Find the in-app sequences that predict 90-day loyalty and the friction causing day-one drop-off.
The insights are already in your data.
Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.