Stop guessing if
the AI is right.

Research intelligence for anyone who can't afford to be wrong

MelMat runs your question through 4 leading AI models, flags where they disagree, and gives you a brief you can defend.

92% of MelMat briefs land low-risk. Most AI tools can't say that.

7 days free — no charge until trial ends · Cancel anytime

Try one free query — no card Start your free trial

🔒 We never train AI on your chats.

"MelMat cuts through the noise and gives you the confidence that comes with true due diligence."

— Ivana, real estate professional · Beta user
Claude
ChatGPT
Gemini
Perplexity
Mistral
MiniMax
Kimi
Grok
M² Chat

The problem

AI is only as good as
how you use it

Most people use one AI tool and take whatever it says at face value. That works for simple questions. For anything with real stakes — strategy, market research, competitive analysis — one model isn't enough.

One perspective

Every AI has different training data and blind spots. One answer is one opinion — not the full picture.

Copy. Paste. Repeat.

Running the same question through multiple AI tools manually wastes 30–45 minutes per query.

No synthesis

Even if you run multiple models, you still have to reconcile different answers yourself. That's the hardest part.


How it works

Research that covers every angle

01

Submit your question

Type your research question into the portal and select a focus — Strategic, Technical, Market, Clinical Research, or more. That's it.

02

4 engines run in parallel on every query

Your selected engines receive your question simultaneously. Perplexity grounds every response in live web sources — the others bring deep analytical reasoning.

03

Get a synthesized brief

A synthesis pass reconciles all responses into one professional brief — highlighting consensus, flagging contradictions, and delivering a clear action plan.


Engine selector

Choose your research stack

Pro+ users can customize which AI engines power their research. Pick 3 from your available pool — Perplexity is always included for live web context.

8 engines available 4 run per query

Claude
ChatGPT
Gemini
Mistral
MiniMax
Kimi
Grok
Perplexity always on

Starter: Fixed stack (Claude + ChatGPT + Gemini + Perplexity)
Pro: Pick 3 from 5 engines (+ Mistral, MiniMax) + Perplexity
Power: Pick 3 from 6 engines (+ Kimi) + Perplexity
Researcher: Pick 3 from 7 engines (+ Grok exclusive) + Perplexity


Who it's for

Built for anyone who
can't afford to be wrong

MelMat is for anyone who makes decisions, recommendations, or commitments based on research — and who is accountable for getting it right. If being wrong has consequences, MelMat is for you.

Consultants
Strategy & management
Independent practitioners and boutique firms who need client-ready research fast — without a team of analysts behind them.
Business
Owners & executives
Leaders making high-stakes decisions on market entry, competitive positioning, or strategy who need more than one AI's opinion.
Marketing
Brand & growth teams
Teams doing competitive research, audience analysis, or trend mapping who need defensible insights — not just one model's take.
Finance
Investors & analysts
Professionals conducting due diligence, sector research, or investment thesis validation who need multiple angles before committing.
Legal & compliance
Risk & regulatory teams
Teams monitoring regulatory changes, drafting policy responses, or assessing legal risk across jurisdictions who can't rely on a single source.
Students
Academic & graduate research
Graduate students, researchers, and academics who need multi-source synthesis for thesis development, literature reviews, and research gap analysis.
Clinical
Practitioners & clinicians
Therapists, coaches, physicians, NPs, and social workers who need framework-grounded literature synthesis with named researchers and citations — as a research aid, not a substitute for clinical judgment.

Chat AND Research

Other tools give you answers.
MelMat gives you confidence.

Other tools force you to choose: chat mode or research mode. MelMat gives you both — plus consensus, contradictions, and an action plan you can defend in front of a client, board, or partner. One workspace. One source of truth.

M² BRIEF
Multi-engine research synthesis
4 AI engines (out of 8 available) run in parallel. One synthesized brief with Executive Summary, Key Findings, Consensus Score, Contradictions & Tensions, and a structured Action Plan with named owners and thresholds. A hallucination sifter, every time.
M² CHAT
Chat. Persistent. Smart.
Chat about anything that matters. Other chats give you one model's answer — and one model's hallucinations. On M² Chat, every doubt becomes a multi-engine brief showing where 4 AI engines agree, contradict, or fall short. A hallucination sifter, every time.
DIG DEEPER
Brief-anchored follow-ups
Every brief becomes a conversation. Probe the contradictions, expand a finding, challenge the verdict — every Dig Deeper thread is anchored to the original brief and the raw model responses behind it.
Other tools have chat. Or research mode. They don't give you a Consensus Score, a Contradictions tab, an Action Plan, and a way to dig deeper into the parts that don't sit right. MelMat does. We don't just add value — we add confidence.

Verified Confidence

Hallucinations are the AI industry's
single biggest unsolved problem.

We don't claim to eliminate them. We verify and sift through them, as the numbers below portray. Every brief is independently evaluated by 4 verifiers — and the results are tracked, graded, and published.

MelMat
92%
of MelMat briefs land in our lowest hallucination-risk tier.
Industry standard
Most AI tools
can't say that.
Leading benchmarks show up to 86% of atomic facts hallucinated by frontier LLMs on certain tasks.*
*Internal benchmark across 350 graded beta briefs through May 2026. Each brief independently evaluated by 4 verifiers. Industry comparison: HALoGEN benchmark (2025). Methodology details available on request.

From early users

Why people use MelMat

"If you care about using AI responsibly and are looking for deep, verified insights without chasing various sources for hours, MelMat does the work for you — it cuts through the noise and gives you the confidence that comes with true due diligence."

— Ivana, real estate professional

"The contradictions section saved me — three of the four models said one thing, Perplexity pulled live data that contradicted them. I was about to put the wrong number in a deck."

— Early beta tester, financial services

"It's slower than ChatGPT but I can actually defend what comes out of it. I don't read the whole brief — I read the consensus score, the contradictions, and the verdict."

— Beta tester, consulting

"The methodology page at the bottom is what got me to pay. I needed something I could point to when a partner asked 'how did you arrive at this.'"

— Anonymous beta user

"Dig Deeper is what I didn't know I needed. The brief gives me the answer; Dig Deeper lets me poke at the parts that don't sit right."

— Early beta tester, research

"Being able to see where different AI models agree and diverge on viewpoints is very helpful and cuts down on time required to verify outputs. I also really, really love the action plan. Succinct, specific, and actionable!"


Example output

What you actually get

MelMat Research Brief — Florida speeding ticket Contradictions tab showing model disagreement on BDI lifetime limits, officer non-appearance, and attorney fees

Prompt generator

Not sure what to ask?
We'll help you ask it right.

The quality of your research depends on the quality of your question. MelMat includes a built-in Prompt Generator that turns a rough topic into a sharp, focused research question, so you get better answers every time.

MelMat Prompt Generator

Pricing

Start free. Scale as you grow.

Starter
$49/mo
50 queries / month
4 engines: Claude · ChatGPT · Gemini · Perplexity
Live web grounding via Perplexity
Research brief in portal + email
Chat While You Wait*
Dig Deeper*
Start free trial
7 days free · unlimited queries* · card required
*3 follow-ups per brief
Power
$179/mo
200 queries / month
7 engines: + Mistral · MiniMax · Kimi
Engine selector: pick 3 + Perplexity
M² Chat*
Dig Deeper*
Research brief in portal, email, and PDF
Start free trial
7 days free · unlimited queries* · card required
Fair usage applies
Researcher
$299/mo
300 queries / month
8 engines: + Grok exclusive
Engine selector: pick 3 + Perplexity
M² Chat*
Dig Deeper*
Research brief in portal, email, and PDF
Start free trial
7 days free · unlimited queries* · card required
Fair usage applies
All plans include a 7-day free trial with unlimited queries and chat* · Cancel before trial ends and you won't be charged · Upgrade anytime
* Fair use applies. Chat features vary by tier — see plan details above. Abusive query and chat volumes may result in trial suspension.

FAQ

Common questions

What exactly is a research query? +
A research query is any question you submit through the portal. MelMat sends it to your selected AI engines simultaneously — up to 4 engines per query, with Perplexity always included for live web grounding. The responses are then synthesized into a single professional brief. One query = one complete multi-engine research brief.
What can I use MelMat research for? +
Anything you'd want a second, third, or fourth opinion on. From a mom researching how to wean 20-month-old twins from the bottle, to mapping out a 3-week family trip through Europe, to checking whether two prescriptions interact, to understanding the legal implications of an LLC vs S-Corp for your side business, to comparing three neighborhoods before making an offer, to finally figuring out what it actually takes to sail the world. The same engine that powers a financial advisor's due diligence also tells a parent which car seats actually score well in side-impact testing. If you'd Google it, ask ChatGPT about it, or call a friend for advice — MelMat gives you four AI perspectives instead of one, with citations, contradictions, and a clear verdict.
What's the difference between the tiers? +
Starter gives you 4 fixed engines (Claude, ChatGPT, Gemini, Perplexity). Pro unlocks 2 additional engines (Mistral, MiniMax) and lets you choose which 3 to run alongside Perplexity. Power adds Kimi — Moonshot's highest-intelligence-index reasoning model. Researcher adds Grok — xAI's most capable reasoning model — as an exclusive option. Higher tiers also get more queries and larger file attachment limits.
Why is Perplexity always included? +
Perplexity is the only engine that grounds its responses in live web data. The other engines (Claude, ChatGPT, Gemini, etc.) bring deep reasoning but work from training data. Perplexity ensures every brief includes current information — prices, news, recent events. That's why it runs on every query.
What's the difference between M² Chat, Dig Deeper, and Chat While You Wait? +
Three different ways to interact with your research. M² Chat is a full persistent chat workspace — included unlimited on Pro, Power, and Researcher. Threads are saved to your account, you can pick up where you left off, and you can escalate any thread into a full multi-engine brief with one click. Dig Deeper opens a follow-up conversation tied to a specific brief — probe contradictions, expand findings, or challenge the verdict with the full brief and raw model responses as context. Starter gets 3 follow-ups per brief; Pro+ is unlimited. Chat While You Wait is the lightweight chat panel that opens on Starter while a brief is being synthesized (~3 minutes), so research time isn't idle — capped at 3 messages per brief.
Will I be charged if I cancel during the trial? +
No. If you cancel before your 7-day trial ends, your subscription ends immediately and your card is never charged. You can cancel directly from your account or by emailing support.
What happens when I run out of queries? +
You'll see a notification in the portal when you reach 80% of your monthly cap. When you hit the limit, upgrade to the next tier to keep researching — your cap resets on your billing date each month.
How is MelMat different from just using Claude or ChatGPT directly? +
When you use a single AI model, you get one perspective. Different models have different training data, reasoning styles, and blind spots — they genuinely disagree on complex questions. MelMat runs 4 engines per query, selected from a pool of 8, and explicitly surfaces where they agree, where they contradict, and what the synthesis verdict is. Perplexity adds live web grounding. That's the research coverage you need before putting anything in front of a client — or to satisfy your own curiosity with confidence.
How do I log in? Do I need a password? +
No password. MelMat uses magic link login — enter your email, get a secure link, click it, and you're in. The link expires in 15 minutes and can only be used once. Sessions last 24 hours. We recommend logging off when you're done.