Reporting and Citations

Generate accurate, fully cited reports you can trust.

AI REPORT Cited

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

Model blind-tested this week · rubric score 94

INSIGHT CITATIONS

192% of "platform" records were "chatgpt"

231% of "user_need" is "market research"

324% of "revenue optimization" is "marketing"

418% of "cancellation" mentions "onboarding"

RAW DATA EXPORT

the mathEureka Score artifactsraw examples

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.

Insight Citations

¹ 92% of "platform" records were "chatgpt"

² 88% of "list suggestions" records were "chatgpt" for "platform"

³ 83% of "user_need" → "market research" records were "chatgpt" for "platform"

⁴ 32% of "revenue optimization" records were "marketing"

⁵ 31% of "user_need" → "market research" records were "marketing"

⁶ 31% of "content strategy" records were "marketing"

⁷ 7% of "list suggestions" records were "marketing"

⁸ 6% of "user_need" → "context sources" records were "marketing"

FULLY CITED

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.

ALWAYS BENCHMARKED

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.

RAW EXPORT

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.

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.