2026-11-08 · Opportunity library updated today · Page generated on 2026-11-08 08:39
Today, what's most likely to work
Today's best bet is cloning the one-time-fee entry compliance tool by country and visa type. Georgian APPA hit $5k on day 30 for the first time, +107% week over week. Food ingredient scanners are narrowing: Yuka already has 296k ratings, and new entrants in the category have only a few hundred.
94
opportunities being tracked
2
New today
64
Open
9
Narrowing
21
Closed (kept as control)
New crossings today
What changed in the opportunity library today (scanner's original text)
- 30 new apps crossed the threshold, 193 are being tracked. 9 clusters in the same direction match existing records. Today is Sunday, so indie got a full re-crawl, Chrome Web Store has its first 7-day comparison (rising), and Meta has 7-day-ago active ad counts for the first time.
- 2 new:
- [093] "Must-buy before entering" products sold to foreigners (open, worth studying). On the threshold list, Georgian APPA (mandatory local car insurance for foreigners driving into Georgia) hit $5k on day 30 for the first time, +107% week over week. In the indie list, same direction: Safeonward $4,582 (+66%), proof of onward flight, and a Brazil digital nomad visa tool at $4,564 (+49%). One-time fee, SEO-driven, can be cloned by country and visa type. The eSIM lane is already taken by Airalo's paid acquisition.
- [094] The other side: food / cosmetics ingredient scanners (narrowing). Tallow crossed the threshold, but Yuka has 296k ratings, and the category's new entrants over 2026 years all have only a few hundred. Indie competitors in the category are declining.
- Changes to old records (12 total, no status changes), worth reading first:
- [011] Auday: after 1.0.8, its cn Top Grossing overall rank went 25 → 17. The drop from a week ago was reversed by an app update.
- [001] Duo toy, third weekend after launch: all four are still in the top 25 on the US Top Grossing chart (Tiny Computers at #7). More durable than we estimated.
- [078] GLOWY (AI photoshoot) doubled revenue in the last 7 days to $10,726, and the pulse is still growing. If it stays above $5k a week for three straight weeks, we'll write it up as a counterexample: getting traction without Meta paid acquisition.
- [055] MausBot: $8,358 in 30 days, still climbing. We'll check for an upgrade once November's final numbers are in.
- [090] Caddy's active ads are steady at 92, no pullback.
- [002] Roku screensaver got into the US personalization Top Grossing #19 with only 5,835 installs. The paywall for TV personalization utilities is very low.
- [005] New notch app Halo hit the top in its first month at $1,002. OmniNotch −87.5%.
- Checked and passed: Remitra Pay (Canadian remittances, needs a license); Walka (Japan dog walking, jp store only); Minireel/HGhub (5 days, 2,213 stars, 1,106 forks; fork-to-star ratio is abnormal, likely inflated); Intermittent Fasting App (Meta 79 → 190, web funnel, only one Meta library); BD Train Tracking (Bangladesh trains, real local need, 590k Google Play installs but no revenue); Chrome Web Store rising in its first week was filled by extensions deployed district-wide in Swedish schools and enterprise proxies (Läsvy, SkrivaText, NetSupport). Not organic growth.
- For maintainers: most of the 26 "↓" entries in the Meta section are just unreviewed (active ad count −). For Chrome rising, suggest excluding entries where users jump several-fold in one step and rating count is nearly 0 (school / enterprise forced installs).
- Library status now: open 34, watching 30, narrowing 9, closed 21 (total 94). Today: 2 new, 0 upgraded, 0 closed.
Trackable
Just emerging, still catchable now
One-time paid small app for iPhone Duo that makes opening and closing the gameplay itself (toys, retro devices, tools), $3–5 one-time purchase
Toastie: grilled cheese game · Top Paid overall rank · US store
Why now The install base is small (about 500–7M devices this year), but these owners are the most willing to pay for novel gameplay. Big developers are only focused on large-screen adaptation, and nobody has made 'open/close as interaction' toys yet.
For iPhone users: a one-tap app that strips ads and preinstalls from Android / Google TV and turns it into a clean home screen; one-time purchase or small subscription.
Gathin23/cleanyourtv · stars
Why now Media just hyped 'smart TVs going dumb' (412 articles in two weeks), and the Android free version isn't on the store yet.
Touchscreen MacBook Pro (on sale 11-06): 'touch-first' Mac tools for creative and professional workflows
Why now Referencing [001]: within weeks of a new hardware launch, a solo-built small thing designed for the new form factor can chart.
Watch: DeepSeek Harness (DSH) plugin ecosystem. The attention window is large, but there's no monetization model in sight yet.
deepseek-ai/deepseek-harness · stars
Why write One of the largest open-source agent platforms of 2026, and its plugin distribution channel is ready-made.
Turn Apple Watch into an 'all-day AI recording + recap' device: iOS / watchOS one-time purchase of $9.99, with the AI part letting users bring their own API key
Auday - All-Day Watch Recorder · Top Paid overall rank · US store
Why now AI memory hardware just got a market lesson from big companies (Amazon Bee)
Budget AI weekly meal plans (tell it your budget, household size, and usual supermarkets; get a week of dinners and a shopping list with the total cost), subscription $9.99/month or $29.99/year. The English market is saturated. Openings are in Portuguese and Spanish, soft paywalls, real supermarket prices, and special diets.
Whipp: Meal Planner & Recipes · overall Top Free rank · Spain
Why now Comments keep saying 'grocery bill insane' and 'saw it on TikTok'. The demand is grocery price anxiety, the channel is TikTok, and LLM-generated recipes let one or two people build it.
Companion app for GLP-1 weight-loss injections (dose reminders, drug concentration curves, photo-based protein estimates, weight charts), taken out of the US. Local-language versions that recognize local drug names and generics, subscription or one-time purchase. Brazil is validated; Taiwan, Korea, and Latin American Spanish-speaking markets are still open.
Monju: GLP-1 Tracker · overall Top Grossing rank · Brazil
Why now Generic tirzepatide hit Brazil in 2026, prices dropped, and users spread from the wealthy to the middle class.
Niche language-learning apps Duolingo doesn't do (sign language, Irish, Korean TOPIK exam...): one person builds one language, with native speaker review, subscription. Each single market is small, so spread across 2–3 languages.
HeyRua - Irish Learning App · Top Free overall rank · Ireland
Why now LLMs make example sentences, explanations, and listening content for niche languages nearly free to generate. Long-tail languages that were too expensive to build are now affordable.
Ride-hailing and delivery driver 'order calculator' (Android screen reading: when an order pops up, it calculates hourly and per-km earnings and helps you accept or decline): one local version per country, weekly or monthly subscription
Ruta Rentable: Driver Earnings · total installs worldwide
Why now Latin American drivers almost all use Android, and falling earnings make 'is this trip worth it' a decision made dozens of times a day.
AR drawing app where you prop your phone over paper and trace the screen. Mainly Android users, ads plus cheap subscription. Pure tracing already has leaders and factory clones; the gap is 'actually teaching you to draw'.
ARtie Lab: AR Drawing & Sketch · total installs worldwide
Why now 'Draw with your phone' videos have always existed on TikTok and Reels, and the content demos itself.
Bookkeeping and expense-tracking apps in European local languages (French, Spanish, Italian, German, Polish), built by a solo dev, subscription. Relies on organic store traffic; almost nobody buys Meta ads.
Florine: Budget Planner · best category chart rank · France store
Why now AI coding lets one person ship a decent budgeting app in a week or two
Collectible valuation / collection portfolio app and resale price data API: subscriptions stick, still climbing. Build it in another category or another store, €5–79/mo
PokeItem · monthly verified revenue
Why now Collectible prices are swinging (Pokémon cards out of stock, see [037]), and players manage collections like assets
A data API for developers and AI agents (social, search, resale prices): one key, pay per use. Go deep on one platform, or ship a vertical wrapper that comes with conclusions
Socialcrawl · monthly verified revenue
Why now Agents need tools, but platforms are locking down their APIs (X and Reddit raised prices, eBay restricts sold data)
Wrap image / video / audio model credits and sell them to Claude Code / Codex users: a skill plus top-up credits, top-ups from $10
CreativeClaw · monthly verified revenue
Why now Image and video models hit good-enough quality in 2026, and they're priced per use, so middlemen can profit from the spread
Add an MCP endpoint to an existing product so Claude / ChatGPT can use it directly. The cheapest plays run from 0 to a few thousand dollars, but most are one-time spikes
Advanced GSC MCP · monthly verified revenue
Why now MCP has become the common interface for Claude, ChatGPT and Cursor this year, and people using these tools search for “X MCP”
An AI pipeline for people running multiple YouTube channels: one topic → one faceless long-form documentary, $27–107/mo subscription. The parallel is Amazon KDP's AI book tools
White Glove Content · monthly verified revenue
Why now Video generation and TTS can now hold a documentary feel for 10–20 minutes, and costs scale per minute
Design / writing-style skills for Claude Code / Codex developers that strip out the “AI taste”: free and open source to earn stars and an audience. Open gaps: non-web UI, specific frameworks, non-English writing styles, and turning taste into a linter
pbakaus/impeccable · stars
Why now “AI slop” became a public topic this month, and Perplexity built one person's open-source skill into the product and subsidizes users
Native desktop mini-tools that replace a paid, bloated or login-required tool (offline, no sign-up): sell direct from your site as a one-time purchase at $9–59, or open source for stars. Windows / Linux is emptier
bytemail · monthly verified revenue
Why now AI coding turned native Swift and Rust apps into weekend projects (Compositor got 18k stars in 46 days, Filee got 19k stars in 33 days, both built by one person)
“A computer of its own for agents”: open-source alternatives to Grok Bot / Muse, and personal agent workbenches. Stars are picking up speed again; gaps are mobile, vertical markets, and dispatch consoles for multiple coding agents. Only MausBot has shown paid revenue so far
milind-soni/OpenMausBot · stars
Why now Closed-source personal agents (Grok Bot, Muse, Cue) launched 8–September, with many users and plenty of incident news
A free official Shopify app that does a poor job (search & filter broke in October; barcode labels; invoice printing), replaced by a paid alternative: $9–60/month, tiered by product or order count
Why now An October update broke Search & Discovery (removed synonyms, added filter caps), hurting freshness, and merchants are looking for replacements
Fill the gaps where Shopify gave primitives but no interface, focused on money-moving back-office tools (minimum order quantities, per-market discounts, surcharges, deposit splits, no-code Functions, purchase orders, buyer self-serve order edits, chargebacks, B2B wholesale pricing). One plan at $10–100/mo; once it grows, sell for 4–5× revenue
Why now Shopify Scripts shut down in 2025, Plus merchants have to move to Functions, and Functions is now open to non-Plus merchants too
Single-symptom / single-behavior health subscription apps (migraines, neck pain, quitting porn, heartbreak, insect bites…): one symptom = one App Store search term = one Apple Search Ads campaign that pays back. Solo build, annual subscription
وقف | Wagiff · best free overall chart rank · Saudi store
Why now Symptom logs with risk alerts, photo recognition, and 10-minute exercise videos: one person can build it in 2–3 months
Local SEO / Google review tools that agencies resell (Google Business Profile optimization, map rank tracking, review collection for verticals like law firms): charge monthly per account or location. The money is in “one agency account manages dozens of clients”
LocalRank.so · monthly verified revenue
Why now AI lets GBP posts, review replies and local landing pages be produced in bulk
Add-on tools for prediction markets (Polymarket / Kalshi): track public wallets, event alerts, cross-platform odds, subscription. The platforms are booming, but only one new tool is making money
Prediction Radar · best category chart rank · US store
Why now Kalshi and Polymarket are in a user boom in the US, and the platforms don't build “see what others are betting” themselves
Hourly Learning: foreign-language words on your lock screen / widgets, “one word every hour”. 7-day trial, then subscription or lifetime one-time purchase. Three weeks after launch, it was running multilingual Meta ads to test the market
Hourly Kana: Learn Japanese · best category chart rank · US store
Why now iOS lock screen and home screen widgets make “meet a word every time you check your phone” nearly free. It's a different format from Duolingo-style “open the app and study 5 minutes a day”
Logging apps for when you need evidence: divorced parents log every handover and the kids' condition, sealed on the spot with an SHA-256 fingerprint, subscription. Can be ported to rental disputes, workplace bullying, medical records
Documented: Custody Logs · lifetime global installs
Why now Emotions run high, people will pay, and it touches on law, so big companies stay away. One person can build it in a few weeks
A companion app for people with ADHD / executive dysfunction: snap a photo of a messy room → it breaks the task into small steps → timer → encouragement. Subscription. Works for cooking, laundry, paperwork, moving, and tax filing too.
Chorefriend: Cleaning Schedule · lifetime installs worldwide
Why now “ADHD-friendly” is a strong paid label in US consumer apps
Bundles scattered government and military benefits into one app (tells you what you can claim by status and how to apply). Subscription. The need is real, but a hard paywall backfires badly with this crowd.
ServicePerks · best category chart rank · US store
Why now Veteran benefits (federal, state, merchant discounts) are scattered across dozens of sites. People on TikTok post “here's what I got.” LLMs make organizing and matching benefits by status cheap.
Turn chat history into a Wrapped-style year-in-review (reads exports from WhatsApp and others, generates a shareable yearly summary). Small one-time payments, viral by design, and year-end is a seasonal window.
The Cringe: Chat Wrapped · lifetime installs worldwide
Why now Spotify Wrapped launches every year in early December and sparks a "year in review" sharing wave
Pixel and product feed for Shopify merchants running ChatGPT Ads (the official OpenAI app's feed sync is broken). $19–49/month subscription
Why now ChatGPT Ads just opened up (official app listed in September), and merchants are at the "want to try but can't connect it" stage
Ride the next EU e-commerce regulation: list a compliant Shopify app 5 months before the deadline (free tier gets reviews; $5–30/month or per-order billing)
Stealth Company · monthly revenue (payment-platform verified)
Why now The withdraw button sets a rhythm of "list 5 months before the effective date": apps listed in January got 2,322 reviews, while those listed in the effective month got 29 reviews combined 148
Vertical AI study tools for students and exam prep (med school, nursing, licensing or standardized tests like the SAT; monthly subscription). General AI writing and citation tools are getting eaten by ChatGPT, but the vertical ones are still holding.
MedCoach · monthly revenue (payment-platform verified)
Why now Students are used to paying per semester, thanks to Chegg and Quizlet. “PDF → quiz / flashcards / citations” is what LLMs do best.
Observation: merge your Letterboxd, Goodreads, MyAnimeList, Spotify, and Steam logs into one “taste profile,” then match you with people who share it. Free social journal.
sharespot: social journal · best category chart rank · US store
Why we wrote this
Observation: Windows desktop enhancers (Dock / taskbar replacements, desktop zones, phone-to-PC linking). The pile of small tools crowding Mac has just produced its first paid one on Windows.
InukaAsith/TwinDesk · stars
Why we wrote this
Could inspire you
Plays that are already paying: think about switching the niche, platform, or audience.
"Must-buy before entering" products for foreigners: mandatory car insurance for certain countries, visa services, onward / connecting flight proof, arrival eSIMs. One-time fee $10–600, SEO captures search demand.
Why we wrote this
SaaS for professional resellers on secondhand platforms (Vinted / eBay / Depop, mainly Europe): inventory and bookkeeping, deal alerts, bulk listing. €30–300/month
ControlResell · monthly revenue (payment-platform verified)
Why now Vinted is booming in Europe, and it's brought out a wave of people treating reselling as a side hustle.
Paid Agent Skills library (works across Claude Code / Codex / Cursor), $9.99/month or lifetime one-time purchase. Only works for people who already have an audience.
Skillry · monthly revenue (payment-platform verified)
Why now Skills became the shared format for Claude Code, Codex, and Cursor, and everyone is bookmarking them.
AI custom song gifts (enter names and memories, get a song in minutes). Web one-time price about $20. Non-English localized storefronts plus paid acquisition across multiple platforms.
OurSongs: Custom Song Maker · overall Top Grossing rank · SR
Why now AI music generation now costs cents per song.
Play: take a consumer app category proven in the US / UK and move it to another language market (swap the language, local brands, drug names, sizes, scripture). Pick iOS or Android first by comparing the ratio of rating counts between the two platforms for the same product.
Enxovaly: Enxoval de bebê · best category chart rank · Brazil
Why now LLMs make translation and localized content cost close to zero.
Vertical AI image generation: apps with a concrete subject, like “upload your car + describe the mods → render.” Subscription or per-generation credits. Car modding is already crowded, but the play can move to other hobby circles.
ModsTune – AI Car Designer · lifetime installs worldwide
Why now Image editing models can now reliably keep the original object and change only parts, so “what my car looks like modded” is finally usable.
Compile a field into a structured knowledge repo where every entry is tagged with an evidence level and source. Chinese first, but it can be replicated into legal, health insurance, or immigration guides, exam past papers, and subject knowledge graphs in any language. Open source reliably earns stars; the path to revenue hasn't appeared yet.
eternity4719/HowToLiveBetter · stars
Why now AI cut “systematically compiling a field into a book or knowledge graph” from years to weeks, while readers still trust human-curated work with sources and grading (our inference).
Whenever a new model ships, build an open-source library for “running it on consumer hardware” or GPU unlocking. HN reliably upvotes hardcore systems work like this, and the timing follows the model release calendar. Stars, not money.
Niko1221/Strata · stars
Why now New model releases are a predictable part of the calendar (Qwen 3.8 in September
Local-ops apps for Shopify non-US markets (local accounting, logistics, and parcel locker integrations). Germany pays the most, Poland was just added, and Japan has had no new entrants in a year. $10–50/month
Why now No time-point event. The window is long-term.
Cold outreach / lead tool for B2B agencies and sales teams (AI-personalized cold DMs on Reddit / Instagram / WhatsApp, channels the Apollos haven't fully covered): solo builder hits $4–8k MRR in 6–8 months, but only sells for 1–2x revenue
Threadly · Daily revenue (UTC days)
Why now AI makes writing 1,000 different opening lines free
Single-feature AI micro-tools (one verb, one search term: SVG converter, LaTeX converter, text-to-speech, PDF generation API): solo builder collects cash for 12 months, sells while last month's revenue is still ≥ TTM/12
Humanizer PRO · Monthly revenue (verified by payment platform)
Why now A clear verb can ship in a week, and one search term brings in SEO traffic
Niche sports × AI: boxing AI coach, rugby / fight-manager sims, camera auto-scoring darts, subscription. Single products reach $1–50k a month, but rely on paid acquisition and thin margins
Football Coach · Monthly revenue (verified by payment platform)
Why now Pose detection and vision models on phones are finally accurate enough, so "AI coach" and "camera scoring" are buildable for the first time
Fan art / commission marketplace moved to Japan and Taiwan: Korea's 크레페 CREPE hit the top 3 Top Grossing in the kr Design category within a month. Platform takes a cut; two-sided market, too much for one person
크레페 · Best category chart rank · Korea
Why now Korea's fan-work / derivative economy now has app-based transaction infrastructure, and it hit the top 3 Top Grossing in its category within a month
"Does one thing" camera-aesthetic apps (single color science, film camera emulation): one-time purchase at $7–13, no subscription. A wave of Korean devs on Play
Chromagraph Camera · Top Paid overall rank · US store
Why now Chromagraph proves that in 2026 years, a one-thing camera app at 31 MB, $12.99, with no subscription can chart Top Paid overall in dozens of stores
Music ear-training / listening tools (pitch, sight-singing, rhythm, chord recognition, tuning): mostly Android users, subscription or one-time payment. Top players rely on heavy Meta paid acquisition
Pitch Trainer - Ear Training · Lifetime global installs
Why now No clear window
Spanish-language fitness plan app (animated demos + personalized plans + check-ins): subscription. Growth comes from ads and rating prompts. What you can copy is the ops, not the product insight
Gymtone - Gym Workout Planner · Lifetime global installs
Why now Few independent newcomers win in Health & Fitness. Gymtone is one that charts in Spanish-language markets on both platforms
Browser extensions that feed off gaps in AI chat platforms (adding folders, search, and export to ChatGPT / Claude / Gemini / Grok): one-time purchase plus SEO, sold within 12 months
AI Toolbox · Monthly revenue (verified by payment platform)
Why now Four AI chat products have gone two years without folders or full-text search. People use several assistants at once, so the gap keeps widening
Job-search tool: aggregates hidden jobs posted only on company websites, not LinkedIn, for job seekers. About $27/month subscription, distributed through communities. Skip the half that does live interview answers
DirectRoles · Monthly revenue (verified by payment platform)
Why we wrote this The job market is weak, and two kinds of job-search tools are growing at once
Platform for destination-wedding couples combining a wedding website with guest room booking and payments: listing at $19.99/month, plus 5% of guest payments
Aisle · Monthly revenue (verified by payment platform)
Why now Wedding websites are an old category. The Knot, Zola, and Joy all offer free sites and make money from registries and vendor referrals
Native monetization / acquisition layers built on top of platforms (selling paid content via Telegram Stars, automated Reddit lead gen, plugins for Bubble / Canva / GHL / WordPress). Every platform with an app marketplace has a solo builder pulling $3–10k MRR
Telestars · Monthly revenue (verified by payment platform)
Why we wrote this Big platforms have hundreds of millions of users plus their own payments and traffic, but none build the layer that helps third parties make money and get customers inside the platform
High-ticket B2B content / growth tools (ghostwritten newsletters, outreach, done-for-you ops): charge service fees for done-for-you work first, then turn the tool into internal efficiency. Don't start with self-serve SaaS (HeyNews is the cautionary tale)
HeyNews · Monthly revenue (verified by payment platform)
Why we wrote this In 2026 years, "AI writes X for you" has stopped being scarce. Platforms (Beehiiv, Kit) and general models get about 70–80% of the way there, so self-serve SaaS can't charge a premium
Tools that translate hardware data the system already has but users can't read into plain language (USB-C cables, Bluetooth codecs, display links, Wi-Fi, chargers): open-source core, add a one-time-purchase Pro within two weeks, launch on Show HN
darrylmorley/whatcable · Stars
Why now The data is already on macOS (IOKit), and AI coding lets one person ship a menu bar app in two weeks
Chart-monitoring tool for indie devs with "public charts, no authorization, rank alerts, shareable chart cards" ($30/year subscription), moving from the App Store to Play, Steam, Chrome Web Store, and Mac App Store
Toplify: App Rankings · Best category chart rank · US store
Why now Indie dev numbers are surging with AI coding, and "which store charted me" is content they post on X
Strip ads and bloatware from devices users already own, or add features the vendor won't (phones, car systems, Macs, projectors): [002] spillover from TV cleaning. Same recipe of "no root, reversible, run by an AI agent" on different hardware
rddmwmddr/android-ad-cleaner · Stars
Why now After cleanyourtv([002]) 10-17 blew up, "remove ads from the device you bought, reversible, no root, run by an AI agent" became a recipe anyone can copy
How open-source projects make money: take over abandoned open-source projects, or build paid vertical versions on an open-source base. The only successful example added a paid tier in its first month of launch
thaw-app/Thaw · stars
Why we wrote this Open source brings stars and installs, but projects that "ship first, figure out the business later" have made no money six months on.
Trading signal / investment alert subscriptions (mostly annual, delivered by email, no ads): a solo founder hit $9k/month in 12 months, listed at 3.8x revenue. The only gap to trading bots is regulation.
Zero G Trading · Monthly revenue (payment-platform verified)
Why now Annual billing + email delivery + zero ads gets a solo signal service to a 77% profit margin, with a multiple near the top of SaaS range.
AI voice input / local dictation (hold to talk, turns speech into text ready to send; Mac / Windows desktop, offline): generic AI voice keyboards are crowded, but desktop dictation and local offline have positive signals
Voiskey: AI Voice Typing · best category chart rank · KY
Why now Open-source models like Whisper make local dictation nearly free to run.
Watching: consumer AI assistants that need no app and live in SMS / iMessage / WhatsApp (reminders, scheduling, companionship), subscriptions $4–12/month
flint · Monthly revenue (payment-platform verified)
Why we wrote this
Class action settlement finder app (helps users find settlements they qualify for and claim them): US store proven at about $1M/year in revenue but crowded; Canada and Australia unverified.
Payout: Claim Class Actions · Best category chart rank · US store
Why we wrote this The US store business is real (annual profit in the $800k range), but 9+ similar apps already exist and the leaders are still selling.
AI English speaking coach: enter through local learning formats (Korean phone English, Japanese manga, Brazilian meme mascots, Vietnamese IELTS), subscription. The generic "AI speaking partner" is a paid-acquisition bloodbath.
YayTalk: Speak & Learn English · Global cumulative installs
Why we wrote this AI speaking isn't the opportunity itself. Paid acquisition has pushed costs up, and the leaders are funded companies.
Restock alerts: if you build this, build a multi-retailer, multi-category engine that gets reused every time stock runs out, $5–20/month subscription. Single-product sites expire within weeks.
PokeNotify: TCG Restock Alerts · Best category chart rank · US store
Why now iPhone Duo 09-09 launched out of stock, and Pokémon cards sold out across the US, UK and Canada at once. Every shortage spawns a fresh batch of alert tools.
Free skill repos for Claude Code / Codex: pick the right topic and it can pull thousands of stars. One line in the README funnels people to your paid service.
wheresryan22/anatomy · stars
Why now Skills are a shared format across Claude Code, Codex and Cursor, and skill collections are still in the sweet spot.
AI sales / support agent for Shopify merchants: merchants will pay $29–199/month (replacing a hire), but this is one of the most crowded categories for new apps.
Chat Data · Monthly revenue (payment-platform verified)
Why now LLMs can now handle shopping guidance and support. Merchants pay $29–199 to treat it as a replacement hire, and Buddy AI adding 24 reviews a month with no free tier proves it.
Closed (example of the play): Shopify apps for the EU right-to-withdraw button (Directive 2023/2673,2026-06-19 in effect). The first three took the money; the dozens who entered around the deadline earned close to zero.
Why we wrote this A complete case of a one-time Shopify need created by a regulatory deadline.
Looks hot, but don't chase it
Prominent on the charts and easy to misread as an opportunity. The data says it's not worth it, or big companies just moved in.
Watching: a cluster of open-source privacy self-check tools (bulk data-broker opt-outs, OSINT self-checks, spyware trace scans). Stars come fast, but the money goes to established subscription services; indie devs have no examples.
interplains/Zero-Breach-Toolkit · stars
Why we wrote this
Watching: screen time / app blocker variants that unlock apps by completing a task (rest, push-ups, scripture reading). Big companies are buying installs and indie devs earn little; newcomers rely on mechanic differences and organic GP traffic.
MinuteBack: Screen Time · Global cumulative installs
Why we wrote this
The other side: food / cosmetics ingredient scanner apps (seed oils, additives, ultra-processed, gluten). Top players got there early; new entrants can only take a small share.
Tallow: Healthy Food Scanner · best category chart rank · Oman
Why we wrote this
The other side: OpenClaw hosting / one-click deploy tools are cooling off. Big companies just turned "personal agents that do things for you" into mass-market apps.
AuraClaw · Monthly revenue (payment-platform verified)
Why we wrote this The "help beginners deploy OpenClaw" business was valuable because the barrier was high.
Faith apps (Bible reading, prayer, Quran, daily verse widgets): supply exploded in 2026, and most indie devs are declining. The ones that worked are influencer-driven paid acquisition and switching platforms (iMessage).
BibleScroll · Global cumulative installs
Why we wrote this In the first half of 2026, "faith + widgets / short video / AI" was treated as a blue ocean, and a flood of templated apps rushed in.
AI interactive story / character plot apps (chat with an AI character to move the plot forward; subscription + in-app purchase credits): a dozen-plus appeared in 2026, and generic versions are crowded. The only differentiator is switching the "format" (e.g., solving cases by going through strangers' phones).
Peekie: Stories & Choices · Top Free overall chart rank · Australia store
Why we wrote this
The other side: AI coding usage trackers / mobile companions for coding agents (check Claude Code and Codex quotas, remote control and notifications) are already crowded and barely make money.
Limits: AI Usage Tracker · Best category chart rank · US store
Why we wrote this These apps stand out on the charts and are easy to misread as opportunities.
Not promising: Mac notch tool apps. Launches spike, revenue stays tiny, and Apple just brought Dynamic Island to the Mac.
OmniNotch · Monthly verified revenue
Why we wrote this Once Apple opened Live Activities to the Mac, features like 'music, timers, and calendar in the notch' get overridden by the system itself.
Not promising: the paid-acquisition hits on GP (AI palm reading, 'copy the challenge' party games) are Vietnamese studios' ad-monetization playbook. Small teams, don't chase them.
AI Palm Reading · Global cumulative installs
Why we wrote this These apps flood GP's rising chart and look like demand is exploding, but it's really arbitrage on paid installs plus interstitial ads.
Not promising: security scanners for AI coding extensions, Agent Skills, and MCP. The incidents are real, but big companies give the supply away free and open source, so indie devs make no money here.
NVIDIA/SkillSpector · Stars
Why we wrote this Every poisoning incident makes 'build a scanner' look like an opportunity.
Not promising: four Mac red oceans (clipboard managers, auto-zoom screen recorders, menu bar managers, notch tools). Free open source has pushed prices down to 0, and one-time purchase revenue falls back to a few hundred to a few thousand dollars within two or three months of launch.
Supaste · Monthly verified revenue
Why we wrote this All four categories share one shape: a pretty UI plus the founder's audience. They sell around $6,000 in launch month, then fall back to a few hundred to a few thousand dollars within two or three months.
Not promising: AEO / GEO for Shopify merchants, 'get ChatGPT to recommend your store', billed monthly.
Why we wrote this 270 apps showed up in half a year. Looks like a trend.
Not promising: the most spammed categories on Shopify. Bundle / add-on / quantity discounts, AI store builders / dropshipping, AI product photos and virtual try-on, WhatsApp broadcasts (plus a free review-farming model: study it to understand it, don't copy it).
Why we wrote this These categories flood Shopify's 'new apps' and 'review growth' charts and look like demand is surging, but really 2,000 people a month are building the same thing.
Not promising: short-drama apps (BlinkDrama, FreeReels and the like). They top the charts and paid acquisition, but the money comes from content licensing, dubbing capacity, and tens-of-millions-of-dollars ad spend. Small teams, don't chase.
BlinkDrama - Short Dramas · Top Grossing overall chart rank · Spain store
Why we wrote this Whether you check the App Store, GP's new-app charts, or the Meta ad library, short dramas rank first, and every product builder will ask 'should we follow?'
Not promising: paid-acquisition 'utility shells' with dark-pattern weekly subscriptions. Family locators / phone trackers, cleaners / 'software updaters' / deleted-message recovery, and subscription shells that ride on brand names.
Locato: Family GPS Locator · overall Top Grossing rank · NI
Why we wrote this These categories always have new launches and always grow. They're very visible on iOS and GP's accelerating charts and category Top Grossing charts.
Not promising: the profit is real, but it's gray-area or needs a license. IPTV / CarPlay video players, VPNs, consumer loans / cash advances.
CarTV - M3U IPTV Player & Cast · Free overall chart rank · Italy store
Why we wrote this Read any listing for sale and you'll see 'solo IPTV player, $590k a year profit'. Read the iOS charts and you'll see CarTV pick up 20k+ ratings in a month, so this one needs its own write-up.
Not promising: template factories. 'Hobby community' token shells, voice room / live dating disguises, and 'interest guides' sold at one-time prices of $30–40. The formula is copyable, but only the factory makes money.
Berk: Ski Tracker & Community · overall Top Grossing rank · DZ
Why we wrote this This batch stands out on iOS's accelerating charts and in the number of stores where they're charted in category Top Grossing. Berk, a ski app, made the Lifestyle Top Grossing top 50 in 14 major markets.
Not promising: AI selfie / photo-edit / video-generation shells. Paid acquisition plus weekly subscriptions, with revenue decaying within weeks (the exception is vertical players, see [029]).
Prettier · Monthly verified revenue
Why we wrote this This category shows gorgeous revenue numbers on indie showcases and sale listings (Boothie grew 12x in four months, listed at $1.5M), so it's the easiest to want to copy.
Not promising: gray-area traffic for stars and downloads. Console game reverse-port cracks, jailbroken / free-model reverse proxies, the REA reverse-engineering craze, star-farming and bait repos, knockoff apps riding famous names.
seedds/nxnative · Stars
Why we wrote this These are the fastest-growing repos on GitHub's star-growth charts and the China store's Tools chart.
Not promising: free add-ons for coding agents. Local 'firewalls', multi-agent desktop shells, token-compression proxies, open-source voice agent bases. Funded companies give them away free to build enterprise funnels, and individuals don't pay.
hardenrun/aif · Stars
Why we wrote this All four categories placed top three on PH's daily charts and have thousands to hundreds of thousands of stars on GitHub. Looks like a trend.
Not promising: yet another general Merchant of Record, collecting payments for indie devs as the merchant. Five or six players have already saturated the 3.9%–5% fee range and are all raising money. The only open slot is 'people they've rejected'.
Effortless Backlinks · Monthly verified revenue
Why we wrote this Getting paid is a hurdle every indie dev hits. 'Build a Stripe alternative friendlier to emerging markets' looks like certain demand and a low barrier.
Not promising: link-in-bio / bento personal pages. You can max out PH votes, but users just won't pay.
Liinks · Monthly verified revenue
Why we wrote this With Bento.me shut down, the spot looks open, and PH is willing to vote.
Not promising: per-article AI SEO content at low prices, plus 'directory submission / backlink' services. The buyers are other indie devs, and they farm each other.
RankSpot ❤️ · Monthly verified revenue
Why we wrote this AI-written SEO articles and 'we'll get you listed on 100 directories for backlinks' are the most common side hustle in indie dev circles. Buyers are mostly other indie devs: launchers pay the directory sites, and the directory sites then beg PH for votes and link to each other.
Downside: sports betting, and 'AI prediction' trading and auto-trading bots. Revenue follows the season and single big bets, and the bots run into regulation.
Kickly · Monthly revenue (verified by payment platform)
Why write this Products like this stand out on the TrustMRR charts (Kickly July $15k, BreadSync $11,850 in a single day), and are easy to mistake for evidence that "AI forecasting makes people pay"
Downside: 'uncensored model' APIs and AI companions. Revenue can look great, but payment channels and platform policy can zero it out at any time.
SHANNON LAB LLC (ONLY STRIPE MRR COUNTED) · Monthly revenue (verified by payment platform)
Why we wrote this 'Uncensored' APIs and companion apps are growing fast, and companion apps are even growing steadily. It looks like demand big tech has left on the table.
Downside: two business-model mismatches. Low-frequency, one-time needs sold as annual subscriptions, and a two-sided marketplace built on day one.
Why we wrote this These two mismatches keep showing up in new ideas.
Crossed the bar today 2026-11-08
"Threshold" = something new that crossed a line today in a database (rating acceleration, star gains, revenue ramp, ads going live...). It's a candidate, not a conclusion. App Store new 5 / tracked 29 · Google Play new 4 / tracked 41 · GitHub new 10 / tracked 84 · TrustMRR new 2 / tracked 8 · Product Hunt new 4 / tracked 0 · Meta Ad Library new 5 / tracked 31
Agent Skill / MCP
Skill packs and MCP services for coding agents like Claude Code / Codex
Emulators / game ports
Console emulators and libraries that recompile games to run on PC / Mac
Bookkeeping / personal finance
Personal finance apps for bookkeeping, budgeting and expense tracking
Diet / calories / meal plans
Diet apps for counting calories, logging food and planning a weekly menu
Manifestation / divination / spirituality
Spirituality apps for manifestation, tarot, horoscopes and meditation
Women's health / cycle
Women's health apps for periods, ovulation, trying to conceive, and pregnancy
Full list of today's crossings →
In-depth reports
Platform reports (batch 1)
App Store, Google Play, GitHub, indie product revenue, Product Hunt, Meta ad library, Shopify, sale listings... One report per database, grouped by opportunity, with every number dated.
Full report: Stringers, November 2026 (PDF)
Findings from every platform, ranked together, with a separate list of things that look hot but that we don't recommend chasing.
Another 3,879 product profiles: products launched on Product Hunt and what happened after. Revenue, users, whether self-reported numbers match reality, and why they did or didn't make it.