Hyperplexity — Verified Research Engine
Generate, validate, and update research tables — and verify any document — at dataset scale
Try it free →
First 3 rows always free  ·  $20 credit on new accounts  ·  No credit card required

Two problems. One suite.

Hyperplexity addresses verified information at scale — whether you're building research from scratch or checking work that already exists.

Research Tables · Hyperplexity

You need to answer the same set of questions across dozens of entities — trials, companies, stocks, papers. Doing it manually takes days. Asking a single AI prompt can't cover 50 rows and 24 columns, and you have no way to verify what it tells you.

↓ Generate or validate a research table
Claim Verification · Chex

You have an AI-generated report, a manuscript, or a document full of claims. How do you know what's accurate, what's hallucinated, and what's missing context? Reading every source yourself isn't feasible.

↓ Paste text or upload a PDF — verify every claim

Part 1 — Research Tables

Hyperplexity — Verified Research Tables

Give it a prompt or an existing spreadsheet. It returns a fully verified research matrix — every cell sourced, every answer color-coded by confidence.

Research Agents vs Hyperplexity — from isolated answers to integrated understanding Where agentic research tools like Perplexity, ChatGPT, and Claude provide unvalidated answers to individual questions, Hyperplexity provides validated coverage of the entire research domain. Agents are Myopic. Research is Comprehensive. So is Hyperplexity.
Live example

Prompt: "I need a comprehensive overview of highly anticipated Phase 3 oncology trials"

51Trials
24Columns
1,224Verified cells
<$40Total cost
<10 minEnd to end
Phase 3 oncology trials — click to explore the live interactive viewer
Click to explore the live Phase 3 Oncology Drug Trials table →
51 trials × 24 research questions — 1,224 verified cells. Confidence is color-coded High / Medium / Low. Click any cell to expand the full answer, validation reasoning, QC notes, and numbered source citations. The viewer defaults to a transposed view (research questions become rows, trials become columns) — use the Transpose button at the bottom to switch orientations.

Three entry points

All three give you a free 3-row preview before you pay anything.

Create a table from a prompt
Describe your research question. Hyperplexity proposes the rows and columns, then fills and validates the entire table.
Explore live example →
📋
Validate & update an existing table
Upload a spreadsheet you already have. Every cell gets independently verified, corrected where needed, and sourced.
Explore live example →
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Monitor & keep current
Re-run any table at any time. Outputs update in place — ideal for news, analyst data, or anything time-sensitive.
Explore live example →

Confidence at a glance

Every cell is color-coded so you can see reliability instantly — no need to read every source to know where to focus.

Confidence: High Medium Low — Click any cell to see the full validation reasoning and sources behind the rating.

What you get inside each cell

Full answer

The validated, corrected value — not just what was found, but what's actually correct.

Validation reasoning

Why the value was accepted, corrected, or flagged — with the original alongside.

QC reasoning

An independent quality-control pass that checks the validation itself.

Sources + citations

Every claim backed by a named source with a direct quote or link.

Outputs & delivery

📊 Excel { } JSON 🔗 Shareable viewer link 🔄 Update at any time
Excel download — color-coded validation output
The Excel download mirrors the confidence color-coding from the interactive viewer. Each cell includes a tooltip with the full validation detail — click Enable Editing in Excel to activate hover tooltips. After a full validation run, you'll also receive an email with a receipt and a direct link back to the interactive viewer.

Getting started

Go to hyperplexity.ai/app. Login is by email — enter your address, make your first choice, and a 6-digit verification code will arrive in your inbox. New accounts start with $20 in free credit.

1
Choose your starting point

Select Create Table from Prompt to describe your research question, or Upload Your Own Table to validate a spreadsheet you already have. Either way, an AI will open a short conversation to understand exactly what you need — scope, entities, columns — before building anything.

2
Review your free 3-row preview

The preview is always free. Check the quality, confidence color-coding, and source citations before committing to the full run.

3
Approve the full run — or refine and re-preview

Happy with the preview? Approve and the full table is generated. Not quite right? Give feedback in plain language — the AI adjusts the configuration and generates a fresh preview. Repeat until it's exactly what you need, then approve.

Hyperplexity app — click to open
The Hyperplexity app — choose to create a table from a prompt or upload your own. An AI conversation follows to define scope before anything is built.
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Also in this guide: Chex — claim verification for AI outputs & manuscripts. Got an AI-generated report, a vendor white paper, or a draft manuscript? Chex extracts every factual claim and verifies each one independently against authoritative sources — confidence-rated, cited, and auditable. See Part 2 →

Part 2 — Claim Verification
Chex — Get Your Due Diligence, Done.
Verify every claim in any document or AI output — independently sourced, confidence-rated, and auditable
Try Chex free →
First 3 claims always free  ·  5–50¢ per claim  ·  $2 minimum
You're reviewing an AI-generated report, a vendor's white paper, or a manuscript before submission — and it contains dozens of factual claims. How do you know which ones are accurate? Chex extracts every claim and verifies each one independently against authoritative sources, returning a confidence-rated table of what's confirmed, what's wrong, and what needs context.
Chex — click to open
Paste any AI output, manuscript, or document and submit — or click the image to go to hyperplexity.ai/chex. Free preview of the first 3 claims, then 5–50¢/claim ($2 minimum).

Getting started with Chex

Go to hyperplexity.ai/chex — no conversation needed, just paste and go.

1
Paste your text or upload a PDF

Any AI output, manuscript, report, or document. Chex extracts every factual claim automatically.

2
Review the free 3-claim preview

Check confidence color-coding, qualified facts, and source citations before committing. No credit card required.

3
Approve to verify the full document

Results arrive as a structured table. Click any claim for the full evidence trail — explanation, QC reasoning, and numbered sources with direct quotes.

Chex — click to explore the live output
Click to explore the live Chex output →
Each row is a verified claim. Click any row to see the qualified fact, confidence rating, explanation, and numbered source citations with direct quotes.

Both Tools — Pricing · Developer & API Access · Your Account

Pricing

Preview free, pay on approval — the same model for both tools.

Tier Hyperplexity (per cell) Chex (per claim)
Preview (first 3) Free Always free Free Always free
Standard ~$0.05 / cell ~$0.05–0.50 / claim
Advanced ~$0.25 / cell
Minimum per run $2.00 $2.00
New account credit $20 Shared across both tools

* The $20 new-account credit is a single shared balance — usable for Hyperplexity tables, Chex claim checks, or any combination.

Developer & agent access

Hyperplexity and Chex are also available via REST API and Claude MCP for automated workflows and batch processing.

API + MCP Guide — click to open
REST API, Claude MCP setup, code examples, and pricing details — click the image or the button below to open the guide.
Open the API + MCP Guide →

Your account

Shared across both Hyperplexity and Chex. Click your email in the top-right corner of the first card, or go directly to hyperplexity.ai/account.

Email button on the first card
Click your email (top-right) to open the account panel
Account panel
Balance, credits, activity log, API keys, and sign-out

Launch the app  ·  Chex  ·  API + MCP Guide  ·  Your account

Built by Eliyahu AI · Cambridge, MA