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© 2026 IdeaWaveRevenue data updated Sep 28, 2026
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SaaS · B2B · Sep 27, 2026

Verified revenuePerfect TimingMassive MarketProduct ReadyClear Distribution

Marky for Science Communicators: Social Posts from Research Papers

Converts uploaded research papers into a week of platform-specific social posts with accurate citations, helping scientists grow audiences without writing from scratch.

Strongest signals: Timing 9/10 (perfect timing) · Opportunity 9/10 (exceptional)

82/100

IdeaWave Score

Evidence 100

how it's scored
OPPPAINTIMEFEASGTMREV

Opportunity

9/10 · exceptional

Problem

8/10 · strong

Timing

9/10 · exceptional

Feasibility

7/10 · strong

Go-to-market

7/10 · strong

Revenue

10/10 · exceptional

Revenue

$$$

$1M–$10M ARR potential

Build

4/10

2–3 week MVP

Go-to-market

7/10

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Dossier

  1. 01Verdict
  2. 02Demand signal
  3. 03Scorecard
  4. 04The opportunity
  5. 05Why now
  6. 06The gap
  7. 07Proof & signals
  8. 08Proven revenue
  9. 09Frameworks
  10. 10Execution
  11. 11Community
  12. 12At a glance

02Demand signal

The keywords that prove it

content creation tools

Fastest growing

Volume

1.9K

Growth

-65.5%

Competition

MED

Open in Google Trends

Sep 1, 2025

search volume
2.9K

Sep → Aug · 12-month window

03Scorecard

How it scores

Opportunity9/10

Exceptional

Search interest of ~1,900/mo with up to 0% growth.

Problem8/10

Real Pain

7 active communities discussing this.

Feasibility7/10

04The opportunity

What to build

Academic researchers increasingly need public visibility. Grant funders, tenure committees, and institutions now reward broader impact, but most scientists lack the time or skill to translate dense papers into engaging social content. Writing a thread or LinkedIn post from a 30-page paper is slow, and generic AI tools strip out nuance or hallucinate claims, which is a career risk when your reputation rests on accuracy.

Marky for Science Communicators solves this. A researcher uploads a paper (PDF or DOI), and the product generates a full week of platform-specific posts: X threads, LinkedIn posts, Bluesky, and short-form scripts. Every claim is tied back to the exact section of the source paper, with accurate citations, so the scientist can verify before publishing. The core promise is not just content but trustworthy content that will not embarrass the author.

The MVP is narrow: PDF upload, extraction of key findings, generation of a 7-post batch per platform, inline citation anchoring to the source, and one-click edit/export. No scheduling or analytics at first. This keeps the build focused on the differentiator, which is fidelity to the paper.

Revenue is a straightforward SaaS subscription: a monthly tier for individual researchers and communicators, with a higher tier for labs, university comms offices, and science media teams that manage multiple authors. GTM starts inside science communication communities and courses (the SciComm crash course audience), academic Twitter/Bluesky, and university communications departments who already do this work manually.

Growth loops come from the output itself: every published post is a live sample of the product, and citation-linked posts can carry subtle attribution. Labs that adopt it pull in co-authors, and university comms teams become multi-seat accounts that expand across departments.

The full deep dive needs a free account

  • +Every keyword's 12-month trend + one-click Google Trends
  • +Why now: the timing analysis
  • +Why incumbents miss it
  • +Proof & signals with clickable sources
  • +Real businesses already earning this (verified MRR)
  • +Value equation, market matrix, and pricing ladder
  • +The execution plan, step by step
  • +Community demand map
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12At a glance

Categorization

Type

SaaS

Market

B2B

Target

Academic researchers and science communicators building public audiences

Main competitor

Marky

The one tracked keyword, content creation tools, has meaningful volume (1900) but is declining sharply (-65.5%), signaling that broad, undifferentiated AI content tools are cooling and commoditizing. This argues against competing on generic content generation and in favor of a defensible niche where accuracy and citations matter. The community signals reinforce this: multiple sources center on AI, misinformation, and content-creation ethics, while the SciComm crash course points to a real, teachable audience actively learning how to build public presence. The trend picture rewards a trust-differentiated vertical, not a horizontal content tool.

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Interrogate the evidence

Answers only from this dossier's stored sources

Premium
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Oct 1, 2025

search volume
2.4K

-17.2%

Nov 1, 2025

search volume
2.4K

0%

Dec 1, 2025

search volume
2.4K

0%

Jan 1, 2026

search volume
4.4K

+83.3%

Feb 1, 2026

search volume
1.3K

-70.5%

Mar 1, 2026

search volume
1.6K

+23.1%

Apr 1, 2026

search volume
1.6K

0%

May 1, 2026

search volume
1.6K

0%

Jun 1, 2026

search volume
1.3K

-18.7%

Jul 1, 2026

search volume
880

-32.3%

Aug 1, 2026

search volume
1K

+13.6%

Manageable

Build difficulty estimated at 4/10.

Why Now9/10

Perfect Timing

Comparable revenue is growing up to 44% month over month.

Execution difficulty4/10

Weak

Estimated build complexity.

Go-to-market7/10

Strong

2 reachable channels identified.

Revenue potential

$$$

$1M–$10M ARR potential

Evidence trail · sources behind every score

R Look for a Specific string inside string and …Science Communication Crash Course - ICRA 2025This AI Automation Services Does ALL Your Socia…Stan revenueBrand On Demand, Inc. revenue