The viral story of an amateur using Claude Code to find a previously unknown planet in NASA TESS data (7,100+ upvotes) reveals a huge latent audience: thousands of people want to do real science with public telescope datasets but have no idea where to start. Citizen Astronomer Copilot is a guided web app that walks non-programmers through downloading, visualizing, and anomaly-hunting in real NASA/ESA open datasets — with AI explaining every step and flagging genuinely interesting signals worth reporting.
Science-curious adults and hobbyist astronomers with no coding background who were inspired by the viral TESS planet story and want to participate in real research
$12/mo subscription for unlimited dataset access, guided missions, and anomaly report generation; free tier covers 3 guided missions/month
Reddit: The TESS planet Reddit post hit 7,100 upvotes in days, proving mainstream appetite for participatory space science is at an all-time high, while NASA's open data APIs make the data freely accessible.
https://reddit.com/r/ClaudeAI/comments/1wzw8zd/i_think_i_found_a_planet_nobody_knew_existed_i/
The TESS planet Reddit post hit 7,100 upvotes in days, proving mainstream appetite for participatory space science is at an all-time high, while NASA's open data APIs make the data freely accessible.
One guided 'Find a Transit' mission using real TESS light curve data, with AI narration explaining each chart and a one-click anomaly flag form that emails the user a shareable report.
AI acts as a real-time science tutor, explaining what each data visualization means and distinguishing instrument noise from genuine astrophysical signals in plain language.
Retention risk is high — the novelty of 'doing real science' may wear off after the first mission if users don't find anything genuinely interesting, requiring a steady pipeline of curated interesting datasets.
Likely buyers are people already trying to solve this problem with manual workarounds. Start with Science-curious adults and hobbyist astronomers with no coding background who were inspired by the viral TESS planet story and want to participate in real research and validate urgency before adding secondary features.
Find the first 10 users by searching for recent complaints around "astronomy citizen science" in Reddit, developer communities, GitHub issues, and niche Slack or Discord groups. Offer a concierge version first: manually solve the workflow for a few users, then automate only the repeated steps.
Get a complete blueprint for building this app — tech stack, database schema, API endpoints, go-to-market plan, and more. Generated by AI in seconds. Download as Markdown.
To build a Citizen Astronomer Copilot app, start by validating the problem. Generate a full project spec above for a complete tech stack and build plan.
A medium difficulty app like this typically costs $0-$5,000 for an MVP. Monetization: $12/mo subscription for unlimited dataset access, guided missions, and anomaly report generation; free tier covers 3 guided missions/month.
Science-curious adults and hobbyist astronomers with no coding background who were inspired by the viral TESS planet story and want to participate in real research