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For Content Creators

Evidensity Research

Research-backed content at production speed. The evidence base journalists, YouTubers, newsletter writers, and podcasters need to publish with authority — without spending weeks lost in the literature.

10 academic databases Research-backed content 48-hour turnaround

Your audience expects evidence. Getting it is slow.

You want to be the creator people trust. But producing genuinely research-backed content means navigating a world built for academics, not publishers.

Google Scholar rabbit holes

Hours of searching with no structure. You find 10 papers, skim 3, cite 1, and hope it's representative. There's no way to know what you missed or whether the paper you picked is the outlier.

Trust erosion

Your audience fact-checks you. One wrong claim, one cherry-picked study, one retracted paper — and the credibility you spent years building is gone. The comments section doesn't forgive.

Citation theatre

Linking to a paper you half-read isn't evidence synthesis. It's decoration. Your audience can tell the difference between someone who understands the research and someone who Googled a supporting quote.

The creators who win long-term are the ones whose claims hold up under scrutiny. That requires more than a quick search — it requires knowing what the full body of evidence actually says.

From question to content-ready research in 48 hours

A full evidence synthesis pipeline — the same methodology used in academic systematic reviews — delivers results in a format ready to turn into content.

Day 1
Discover
Search 10 databases. Build a corpus of 300–2,000 papers on your topic.
Day 1
Screen
AI-assisted relevance gating. Only on-topic papers make it through.
Day 1–2
Extract
Pull out methods, findings, claims, and quotable passages.
Day 2
Verify
Every claim checked against source text. Credibility scored per paper.
Day 2
Synthesise
What does the evidence actually say? Where do studies agree and disagree?
Day 2
Report
Research brief, source pack, evidence table, and reference library.

What you receive

Everything you need to turn research into content — without reading a single paper yourself.

Research Brief

Key findings, numbered and ranked by evidence strength. Written to be narrated, not decoded. Use it as the backbone of a video script, article outline, or podcast segment.

Key Findings Evidence Strength Ready to Narrate

Source Pack

Verified quotes you can use verbatim. Every quote is programmatically checked against the original paper — no paraphrasing, no hallucination risk. Attribute with confidence.

Verified Quotes Direct Attribution Copy-Paste Ready

Evidence Table

Structured data for every paper: methodology, sample size, key findings, confidence scores. Perfect for building charts, infographics, comparison tables, and data visualisations.

CSV Export 29 Columns Chart-Ready

Reference Library

Complete BibTeX and RIS files for all included papers. Link every claim in your content to its source. Your audience can verify — and they'll find you were right.

BibTeX RIS Full Metadata

Ask the Corpus

Send me follow-up questions any time and get cited answers back quickly. Like having a research assistant on retainer for every new angle.

Fast cited responses

What-If Testing

Ask me to test your claims before you publish — I'll filter by year, method, or study quality and tell you if the finding still holds.

Sensitivity testing

Evidence Map

I provide visual network diagrams showing how studies connect, agree, and disagree. Great for explaining complex topics to your audience.

Visual network

Follow-up questions, same evidence base.

Every engagement includes follow-up support. New content angle or a challenged claim? Send the question — the answer comes back against the same verified corpus.

Ask the Corpus

Send me any angle — "What's the strongest counter-argument?", "Which study has the biggest sample size?", "What did the 2024 papers find?" — and I'll send back a cited answer quickly. No waiting for a full new report.

Any question, any time Cited sources Fast turnaround

What-If Sensitivity

Ask me to stress-test your thesis before you publish. I'll remove weak studies, filter by methodology, restrict to the last 5 years — and tell you if your claim still holds. If it does, say so with confidence. If it doesn't, I just saved your credibility.

Filter & compare Side-by-side results Stress-test claims

Evidence Map

I'll provide a visual map of the research landscape. Which studies agree, which disagree, and why. Papers are nodes, shared findings are connections, and disagreements are visible fault lines. Perfect for explaining "here's where the science stands" to your audience.

Consensus clusters Disagreement mapping Storytelling tool
When a commenter says "but what about the studies that show the opposite?" — just forward me the question. I'll tell you exactly which studies they mean, what those studies found, and why the weight of evidence points where it does.

One research base. Every content format.

The same evidence synthesis powers articles, videos, podcasts, threads, courses, and books. Here's how the research translates to what you actually produce.

Long-Form Articles & Newsletters

Use the research brief as your outline. Drop in verified quotes. Link every claim to its source. Your Substack or blog post becomes the most well-sourced piece your readers have ever seen.

Substack Blog Journalism

YouTube Scripts

Key findings become your narrative beats. The evidence table gives you on-screen data for B-roll. The evidence map is a visual you can screen-share or animate. "According to a meta-analysis of 47 studies..."

Script beats On-screen data B-roll charts

Podcast Prep

Walk into interviews knowing the full evidence landscape. The source pack gives you specific quotes to reference. The What-If explorer lets you prep for guest pushback.

Interview prep Talking points Counter-arguments

Twitter / LinkedIn Threads

Each key finding is a tweet. Each verified quote is a screenshot-worthy source. The numbers from your evidence table are built for engagement. One research brief = 10+ threads.

Thread-ready Quotable stats Carousel data

Course Material

Build curriculum on a foundation of structured evidence. The reference library lets students go deeper. The evidence table becomes a teaching resource. Requery for each module.

Modules Student resources Reading lists

Book Research

Build an evidence base per chapter. Ask the Corpus lets you explore angles as you write. Every claim in your manuscript has a traceable source before it reaches an editor.

Chapter-level Fact-checkable Endnotes ready

One research engagement. A month of content.

Once the evidence base is built, follow-up questions are answered in minutes. Each new angle produces a fresh brief — same verified corpus, new framing.

Initial Research

  • 1 You send me your topic or question
  • 2 I build the evidence corpus (300–2,000 papers)
  • 3 Full pipeline: screening, extraction, verification, synthesis
  • 4 Research brief + source pack + evidence table delivered
Typical turnaround
48 hours

Follow-up Angles

  • "What's the most controversial finding?"
  • "What changed in the last 3 years?"
  • "What do critics say?"
  • "Explain this for a non-expert audience"
Each follow-up
5 minutes
One evidence base on sleep science could fuel a newsletter deep-dive, a YouTube explainer, a Twitter thread debunking a myth, a podcast interview prep doc, and a course module — each from a different angle, same verified sources.

How this compares

Dimension You Researching AI Summary (ChatGPT etc.) Evidensity Research
Time spent 6–20 hours per topic 5 minutes Zero (I do it for you)
Sources checked 5–15 papers (if you're thorough) Unknown / unverifiable 300–2,000 papers
Fact-checkable claims Partially — you know your own sources Hallucination risk Every claim traceable
Audience trust Depends on your diligence Erodes when caught Fully verifiable
Follow-up angles Start over each time New prompt, no memory Unlimited, same corpus
Visual assets Make your own None Evidence map, data tables, charts
Verified source quotes If you copy-paste carefully Often fabricated Programmatically verified
Disagreement awareness Depends on what you found Usually omitted Structured with attribution

Your audience can check your sources.

Every claim traces back to a specific paper, a verified quote, and a credibility score. Evidence synthesis your audience can audit.

Every claim is traceable

  • Source-linked findings — every claim maps to a specific paper with full citation. Your audience can find the original with one click.
  • Verified verbatim quotes — quotes are programmatically checked against source text. Not paraphrased, not generated, not hallucinated.
  • Credibility scoring — every paper is scored for methodological rigour. You'll know which sources are gold-standard and which are preliminary.
  • Disagreement transparency — when studies conflict, you'll know. Present both sides and explain why — your audience will respect you more, not less.

PRISMA-grade methodology

  • Systematic search — 10 academic databases searched with defined queries. No cherry-picking, no confirmation bias.
  • Inclusion criteria — papers are screened against pre-defined relevance criteria. You can explain exactly why a paper was included or excluded.
  • Evidence grounding — extracted claims are verified as exact substrings of source text. Unverifiable claims are flagged.
  • Explicit limitations — every brief states what the evidence can and cannot conclude. Your audience sees intellectual honesty, not overselling.
The best defence against "you're wrong" is being able to say: "Here are the 47 studies I reviewed, here's exactly what each found, and here's why the evidence points this way. Check them yourself."

By the numbers

10
Academic databases
Semantic Scholar, OpenAlex, CrossRef, PubMed, Europe PMC, arXiv, CORE, DOAJ, ERIC, Wikipedia
19
Analysis stages
Discovery through credibility, evidence grounding, cross-validation, and meta-analysis
48h
First research brief
From your question to a content-ready evidence package
5m
Follow-up angles
New question, new brief, same verified evidence base
100%
Source transparency

Every claim linked to a specific paper with verified quote. Your audience can check.

29 cols
Data per paper

Methods, results, confidence, credibility — structured for charts and infographics

Content angles

One evidence base powers articles, videos, podcasts, threads, courses, and books

Who this is for

Science Communicators

  • Explain what the research actually says
  • Debunk myths with structured evidence
  • Show where the consensus is (and isn't)
  • Give your audience primary sources

Health & Wellness Creators

  • Back supplement and nutrition claims
  • Navigate contradictory health studies
  • Separate clinical evidence from hype
  • Protect yourself from liability

Finance & Investing

  • Evidence-backed market analysis
  • Academic research on investment strategies
  • Behavioural finance deep-dives
  • Regulatory and policy impact research

Tech Reviewers & Analysts

  • Research behind emerging technologies
  • AI safety and ethics evidence base
  • Academic vs industry performance claims
  • Environmental impact assessments

Education & Course Creators

  • Evidence-based curriculum design
  • Per-module research packages
  • Student reading lists from real literature
  • Credible sources for course material

Policy & Politics Commentators

  • Evidence behind policy debates
  • Cross-country comparisons from the literature
  • Intervention effectiveness data
  • Structured counter-argument preparation

Commission a brief.

Send the question your next piece of content is built around to evidensity.research@gmail.com. Evidensity will scope the evidence landscape for free — no cost, no commitment.

Start here

Free landscape scan on your topic. See the evidence before you decide.

Fixed-price engagements

Full evidence package. Research brief, source pack, evidence table, and ongoing support.

Monthly retainer

Regular content research. New topics, follow-up angles, and priority turnaround.