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© 2026 IdeaWaveRevenue data updated Sep 28, 2026
Idea leaderboard

SaaS · B2B · Sep 21, 2026

Verified revenueMassive MarketProduct ReadyClear Distribution10x Better

TrendStory Science Edition: Viral Short Videos for Research Labs

Turn published papers and lab findings into narrated TikTok and Reels scripts with auto b-roll suggestions for science communicators

Strongest signals: Problem 10/10 (severe pain) · Opportunity 9/10 (exceptional)

85/100

IdeaWave Score

Evidence 100

how it's scored
OPPPAINTIMEFEASGTMREV

Opportunity

9/10 · exceptional

Problem

10/10 · exceptional

Timing

7/10 · strong

Feasibility

7/10 · strong

Go-to-market

8/10 · strong

Revenue

10/10 · exceptional

Revenue

$$$

$1M–$10M ARR potential

Build

4/10

2–3 week MVP

Go-to-market

8/10

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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

edtech tools

Fastest growing

Volume

140

Growth

-35.7%

Competition

LOW

Open in Google Trends

Sep 1, 2025

search volume
140

Sep → Aug · 12-month window

03Scorecard

How it scores

Opportunity9/10

Exceptional

Search interest of ~140/mo with up to 0% growth.

Problem10/10

Severe Pain

22 active communities discussing this, with real complaints.

Feasibility7/10

04The opportunity

What to build

Problem: academic labs and science communicators produce valuable research but struggle to translate dense papers into engaging short-form video. Writing a narrated script, deciding what to show on screen, and sourcing b-roll takes hours of skilled effort per clip, and most researchers lack that skill or time. Named product: TrendStory Science Edition. Solution: a SAAS tool that ingests a published paper or lab finding and outputs narrated TikTok and Reels scripts with auto b-roll suggestions, tuned to the tone and pacing that works on short-form platforms. MVP: paste a paper DOI or PDF, get a hook-driven script with scene-by-scene b-roll prompts and suggested captions. Revenue: subscription tiers per seat or per lab, with higher tiers for multi-account communication teams and university departments. GTM: start with individual science communicators and grad students who already post, then move up to lab PIs and university comms offices who want outreach for grant impact statements. Growth loops: every published video can carry a subtle attribution, communicators share templates, and universities that adopt it for one lab expand to others internally.

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 labs and science communicators

Main competitor

Opus Clip

The one tracked keyword, edtech tools, has low volume (140) and negative growth (-35.7 percent), which signals that broad edtech search demand is soft. This is a real caution: do not build a generic edtech positioning. Community signals are more encouraging, showing appetite for science content formats (Tappity, Keet) and active debate about video platforms. The revenue comparables (Stan, Brand On Demand, Chatbase) are creator and AI tooling businesses with verified Stripe revenue, showing that adjacent AI content tools can monetize, though none are science-video specific so they are directional only.

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Premium
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Oct 1, 2025

search volume
140

0%

Nov 1, 2025

search volume
110

-21.4%

Dec 1, 2025

search volume
110

0%

Jan 1, 2026

search volume
140

+27.3%

Feb 1, 2026

search volume
170

+21.4%

Mar 1, 2026

search volume
170

0%

Apr 1, 2026

search volume
170

0%

May 1, 2026

search volume
110

-35.3%

Jun 1, 2026

search volume
50

-54.5%

Jul 1, 2026

search volume
70

+40%

Aug 1, 2026

search volume
90

+28.6%

Manageable

Build difficulty estimated at 4/10.

Why Now7/10

Great Timing

Live community discussion as recently as 41 days ago.

Execution difficulty4/10

Weak

Estimated build complexity.

Go-to-market8/10

Strong

3 reachable channels identified.

Revenue potential

$$$

$1M–$10M ARR potential

Evidence trail · sources behind every score

Ask HN: How to invest savings?Aerial robots swarm the stage at TED [video]Launch HN: Tappity (YC S20) – Keeping kids ente…Stan revenueBrand On Demand, Inc. revenue