Feb 4, 2026
Why 30% of AI Research Is Wrong — And How to Fix It
A deep dive into the hallucination problem plaguing AI-generated research and how claim-level verification changes the game.
Read MoreVerified Intelligence Platform
Research Reports You Can Trust
AI-powered analyst reports with claim-level source verification. Every insight autonomously researched. Every claim traced to its source. Every assertion verified.
✓92% avg verification score
✓25+ claims verified per report
✓Sources checked in real-time
THE PROBLEM
30% of AI-Generated Claims Are Wrong
Traditional AI tools generate plausible-sounding research that looks authoritative — but is riddled with unsourced claims, fabricated statistics, and content-grounding failures.
Fabricated Sources
AI confidently cites papers, data, and URLs that don't exist.
Content-Grounding Failures
The source exists but doesn't actually say what the AI claims it says.
No Verification Layer
ChatGPT, Perplexity, Gemini, and Copilot have zero post-generation claim verification.
The HalluHard benchmark (2026) proved that even top models with web search hallucinate in nearly a third of high-stakes research claims.
Market Analysis: Cloud Infrastructure 2026
"The market grew 23% YoY"
Fabricated statistic
"Gartner recommends Vendor X as a leader"
Misattributed
"Revenue reached $4.2B in Q3"
Unverifiable
"AWS holds 31% market share"
Correct✓
"Acquisition closed September 2025"
Wrong date
3 of 5 claims failed verification
THE SOLUTION
The Only Platform That Verifies What It Claims
Three integrated systems that go from your question to a verified intelligence report — automatically.
Autonomous Research
Multi-agent AI researchers investigate across academic, financial, regulatory, and technical sources. Multiple iterations with automatic gap detection. Research continues until saturation — not after one search pass.
Agents researching
Claim-Level Verification
Every factual claim is extracted, traced to its cited source, and verified through a three-stage pipeline: Relevance — is the source about the same topic? Support — does it actually back the claim? Fidelity — does the claim accurately represent the source?
R
S
F
Self-Improving Quality
Verification outcomes and user feedback feed back into the system nightly. Domain-specific thresholds calibrate automatically. Knowledge patterns compound over time. Every report makes the next one better.
SEE IT IN ACTION
Click Any Claim. See the Proof.
Every claim in a PromptReports deliverable links to its source with a verification score. Click a claim below to see exactly how it works.
Verified Report: Observability Data Management Market 2026
Verified23 of 25 claims verified · 2 flagged for review
0.00
Cited Source
Gartner Market Guide for Observability, 2025gartner.com/doc/observability-market-guide-2025
What the source says
"The global observability market is expected to grow from $41B in 2025 to $64B by 2028, representing a 15.8% CAGR driven by cloud-native adoption and increasing infrastructure complexity."
Three-Stage Verification
Relevance — Source matches topic0.89
Support — Source backs claim4/5
Fidelity — Claim is accurate0.92
VS = (Source Quality × 0.25) + (Grounding × 0.35) + (Fidelity × 0.25) + (Corroboration × 0.15) = 0.94HOW IT WORKS
From Your Question to Verified Intelligence
1
You Ask
Type your research question in natural language. Select your domain and depth level.
2
AI Investigates
Specialist AI agents — academic, market, regulatory, technical, contrarian — research in parallel across multiple iterations until source saturation.
3
Every Claim Verified
Claims are extracted, traced to sources, and verified through the three-stage pipeline. Failed claims trigger automatic re-research.
4
Verified Report Delivered
Analyst-grade report with click-through source verification on every claim. Export as PDF or DOCX.
Step 1
You Ask
Type your research question in natural language. Select your domain and depth level.
Step 2
AI Investigates
Specialist AI agents — academic, market, regulatory, technical, contrarian — research in parallel across multiple iterations until source saturation.
Step 3
Every Claim Verified
Claims are extracted, traced to sources, and verified through the three-stage pipeline. Failed claims trigger automatic re-research.
Step 4
Verified Report Delivered
Analyst-grade report with click-through source verification on every claim. Export as PDF or DOCX.
PLATFORM
The Complete Verified Intelligence Platform
From research question to verified report to marketplace revenue — everything built around claim-level verification.
Verified Report Builder
Generate analyst-grade research reports with automatic claim extraction and source verification. Every assertion traced and checked.
Generate Report →Verification Dashboard
Monitor verification scores across all your reports. Click any claim to see the source, the excerpt, and the three-stage verification breakdown.
View Dashboard →Research Marketplace
Buy verified intelligence from expert researchers or sell your own reports. Verification badges command premium prices.
Browse Marketplace →Self-Improving Quality
Every verification outcome feeds back into the system. Domain thresholds recalibrate nightly. Reports generated today are more accurate than last month.
See How It Works →WHY US
Nothing Else Does This
Autonomous Multi-Source Research
PromptReports.ai
Iterative until saturation
Gartner/Forrester
Human analysts ($$$)
ChatGPT/Perplexity
Single-pass RAG
Generic AI Tools
Template-driven
Claim-Level Verification
PromptReports.ai
3-stage automated pipeline
Gartner/Forrester
Trust reputation
ChatGPT/Perplexity
No verification
Generic AI Tools
None
Click-Through Source Proof
PromptReports.ai
Every claim linked to source
Gartner/Forrester
Footnotes
ChatGPT/Perplexity
Inline links, unverified
Generic AI Tools
None
Self-Improving Quality
PromptReports.ai
Gets smarter nightly
Gartner/Forrester
Static methodology
ChatGPT/Perplexity
Quarterly model updates
Generic AI Tools
Static
Report Marketplace
PromptReports.ai
Buy & sell verified reports
Gartner/Forrester
Subscription only
ChatGPT/Perplexity
N/A
Generic AI Tools
N/A
AI Model Benchmarks
PromptReports.ai
Daily, free, open
Gartner/Forrester
N/A
ChatGPT/Perplexity
N/A
Generic AI Tools
N/A
BENCHMARKS
Know Which AI Model to Trust
Transparent, automated daily testing of leading AI models across 50+ curated prompts spanning knowledge, reasoning, math, coding, and more.
Knowledge
Factual accuracy & recall
Reasoning
Logic & problem-solving
Math
Numerical computation
Coding
Code generation & debugging
Updated Daily
·50+ Curated Prompts·Free & Open DataView Today's Benchmark →
Make informed decisions about which AI model to use. No hidden agendas.
0%
Avg Verification Score
0+
Claims Verified Per Report
0+
Sources Evaluated Per Deep Report
Daily
AI Benchmarks Updated
MARKETPLACE
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See what's trending. Get the intelligence that matters.
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INSIGHTS
Expert Insights That Drive Smarter Decisions
Jan 28, 2026
The Complete Guide to Verified Intelligence
Understanding the three-stage verification pipeline and why source fidelity matters for high-stakes decisions.
Read MoreJan 15, 2026
How AI Benchmarks Changed Our Model Selection
A case study on using daily benchmark data to optimize AI model selection for different research domains.
Read MoreFAQ
Common Questions
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