Fact sheet · Analytics & Data
OneStar
App and game review analyzer showing what users love, why they leave and what they ask for
OneStar analyzes reviews from the App Store, Google Play and Steam to show what users love, why they leave, what they ask for and how sentiment changes over
Overview
OneStar is a review analyzer for apps and games on the App Store, Google Play and Steam. It reads public reviews and uses the Jev model to answer the same twelve questions of every review, then counts the answers with plain code to show what people love, why they leave, what they ask for, who is saying it and how sentiment changes over time. Every number in a report opens the reviews it was counted from, with the model's confidence score beside each one, and unsure answers are shown as unsure rather than forced into a category. On the Max plan, large language models write analysis of the counts to explain what to fix first and what people value, with code filling in every figure and quote. Public reports are free to read without an account.
Feature facts
- Shows what users love with praise themes
- Identifies complaint themes ranked by share and severity
- Extracts feature requests sorted by type and theme
- Tracks sentiment changes over time with weekly and monthly trends
- Identifies review bombs and spikes by code
- Shows audience segments like new users versus veterans
- Connects to App Store Connect and Play Console to reply to reviews
- Integrates with Claude, Codex or Cursor via MCP in beta
Pricing
Pricing model: Freemium
Free: 3 reports per month up to 500 reviews each, no card needed. Pro: $19 per month or $190 per year, up to 5,000 reviews per report. Max: $49 per month or $490 per year, up to 25,000 reviews per report.
Follow OneStar: their milestones, new launches and awards come to you by email, once a day by default.
OneStar specifications
| Section | Analytics & Data |
|---|---|
| Founded | 2026 |
| Origin | Tampa, United States |
| Stage | Startup |
| Website | onestar.sh |
| Makers | Jared Watson (founder) |
| Votes2 | 0 |
OneStar metrics
| Metric | Value |
|---|---|
| Domain Rating | 6 no change since last check |
| Trust Flow | 1 no change since last check |
| Citation Flow | 23 no change since last check |
| Referring domains | 9 no change since last check |
| External backlinks | 47 no change since last check |
Fact: Ahrefs Domain Rating checked 12 Nov 2026, fact changed 25 Oct 2026. Fact: top topic Computers/Programming/Languages (1). Fact: Majestic checked 25 Oct 2026, fact changed 25 Oct 2026. Link facts from Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
OneStar domain fact sheet
Open the fact sheet
| Domain age | 1 month |
|---|---|
| Registered | |
| Expires | |
| Registrar | Name.com, Inc. |
| DNSSEC | Not signed |
OneStar launch receipt sheet
What we have measured for OneStar since it went live on SaaS Directory Info on 25 October 2026.
- 6 Domain Rating (Ahrefs) no change since launch
at launch: 6 (25 Oct 2026); latest: 11 Nov 2026 - 1 Trust Flow (Majestic)
first measured 25 Oct 2026 - 9 Referring domains (Majestic)
first measured 25 Oct 2026
Day 17 since launch. Next receipt: day 30, 24 Nov 2026. The figures report a change; they do not say what caused it, and many things can. No figure here is a guess.
Got a launch coming up?
Step-by-step tips for before, during and after your launch, free to read on SaaS Directory Info.
- Prepare
- Launch day
- Launch week
- Next steps
Compare and explore
Frequently looked up
- Q1What is OneStar?
- OneStar is a review analysis tool for apps and games that reads public reviews from the App Store, Google Play and Steam and reports what people love, why they leave, what they ask for, who is saying it and how that changes over time, with the reviews behind every number.
- Q2How is OneStar different from pasting reviews into a chatbot?
- A chatbot reads what fits in one prompt and estimates numbers. OneStar asks the same 12 questions of every review, stores each answer and counts them with code, so numbers are exact for the reviews read, come out the same every time and link to the reviews they were counted from.
- Q3Which stores does OneStar cover?
- OneStar covers the Apple App Store, Google Play and Steam. One report can combine every store a product ships on.
- Q4Can I analyze a competitor's app?
- Yes, any app on the App Store or Google Play and any game on Steam can be searched and analyzed, because reports read public reviews and need nothing from the developer.
- Q5What does Max add besides higher limits?
- Written analysis. On every Max report, LLMs read the counts and write what they mean: what to fix first, what people value, who feels it most and what changed. They never write a figure or quote themselves; code fills those in from the report.
Leave a review for OneStar
Review count for OneStar: none yet. Add the first.
Fact: reviews are free and cannot be bought. All reviews, in brief
Reviews and facts · Fact updates · Share these facts · Your SaaS? Claim this fact file · Report a wrong fact
OneStar has a free listing. The owner can unlock the full profile with a paid launch for $5:
- Founder story (locked)
- Milestones (locked)
- Demo video (locked)
- Dofollow website link (locked)
See also
| Product | Origin | DR1 | Votes2 |
|---|---|---|---|
 Telltale BotBot and AI agent detection for analytics that identifies without blocking | United States | 18 | 0 votes. Log in to vote for Telltale Bot in the file |
 WholetallyPrivacy-friendly web analytics that counts all visitors, including those who decline cookies or block scripts | Netherlands | 2 | 0 votes. Log in to vote for Wholetally in the file |
 SameAPIWebsite traffic checker with AI traffic data from ChatGPT, Gemini, Claude and Perplexity | not stated | 1 | 0 votes. Log in to vote for SameAPI in the file |
 FauryaPrivacy-first web analytics that helps you understand your visitors and grow your business. | India | 11 | 0 votes. Log in to vote for Faurya in the file |