Every idea we have scored, newest and highest first. Filter by type, industry and score.
Every public AI contract and RFP — federal down to state and municipal — with alerts for AI vendors selling to government.
68/100
Why it scored lower: B2B sales cycle, cheap generic alerts ($10/month), ambiguous definition of “AI,” data accuracy.
Open ProductBots.ai →Connect your LLM gateway or SDK and every request maps to a customer and a feature; finance sees revenue minus attributed inference cost per account, negative-margin alerts and a board-ready CSV export — no billing migration, self-serve $79–$499/month.
67/100
Why it scored lower: Observability or billing platforms bundle a free per-customer cost view (caps the moat)
Open ProductBots.ai →A web app that runs the open-source day-trader skills for you — scan charts, track news, time entries and replay outcomes before you risk a dollar — no terminal needed.
66/100
Why it scored lower: Financial-advice/regulatory exposure and market-data licensing cost; the MIT code lets anyone host the same thing.
Open ProductBots.ai →Stella is an AI manifestation app (custom visualisations and daily affirmations) that its founder says hit $300K MRR within two months of launch with 12,000 payers and 200,000+ downloads, sold through her own 4M-follower audience; Self-reported, not verified.
66/100
Why it scored lower: No owned audience, unverified revenue
Open ProductBots.ai →Boothie turns one selfie into the aesthetic people keep saving (Canon G7X digicam flash, Kodak Gold film, vintage photobooth, night flash); launched Jun 23 2026, hit $51.5K MRR (Verified) in about 4 months with no paid ads, growing on faceless TikTok carousels from roughly a dozen persona accounts.
66/100
Why it scored lower: Saturation (5+ clones) and trend decay
Open ProductBots.ai →Push Up Arena is a camera-counted push-up RPG with 1v1 duels that launched on May 14 2026 and hit 100K downloads in under 90 days and Top 100 Health & Fitness in 50+ countries within 39 days, growing almost entirely on short-form video; local-language TikTok for this genre is still open outside English.
66/100
Why it scored lower: Crowded category and rep-count accuracy; revenue varies widely across clones
Open ProductBots.ai →New ideas reach subscribers the day they are scored.
The score, the sources, the risks and the next step, by email.
A free, no-signup "astral brain map" in Portuguese and Spanish that turns your birth chart into a shareable cartoon head of what your mind reaches for first, with a partner-invite compatibility view and cheap paid AI readings behind it.
66/100
Why it scored lower: Fad decay: the original's own X mentions are 50% below their peak, so the copy must ship within days and convert traffic into paid readings fast.
Open ProductBots.ai →A free, anonymous index of what tenants actually paid to move in, as the full "total package" (rent, years paid upfront, agency, legal, caution and service fees), by neighbourhood in Lagos, Abuja, Accra and Nairobi, with a shareable "my total package" card and self-serve sponsor slots for movers, furniture and rent-finance brands.
66/100
Why it scored lower: Cold start: the index is useless until each neighbourhood has enough submissions, and fake or extreme entries can skew it.
Open ProductBots.ai →One API key and one MCP endpoint for every agent web-data provider.
66/100
Why it scored lower: Business viability HIGH: crowded and funded field (AgentKey, Agentmuxer YC, ToolRoute, ToolRouter, Monid, SearchRouter, OpenRouter plugins).
Open ProductBots.ai →A paid library of in-house Agent Skills (slides, web, image, video) for Claude Code, Codex, Cursor and other agents, with previewable outputs and CLI/MCP install.
65/100
Why it scored lower: Copyable curation; free alternatives; unknown churn; promo-driven spikes.
Open ProductBots.ai →Ton-piston sells a monthly Pro plan to French students for an internship/apprenticeship search engine with AI CV, cover-letter and fit tools; TrustMRR (Stripe-verified) shows $9,639 MRR and $22,474 all-time revenue about 11 weeks after its 2026-08-03 founding.
65/100
Why it scored lower: Free substitutes and unmeasured clones
Open ProductBots.ai →Hypit gives coding agents (Claude Code, Codex) a language and runtime to clone a viral video's workflow and ship 100 variants; TrustMRR (Stripe-verified) shows $47,621 revenue in 30 days (+191.7%) and $18,220 MRR, six months after its 2026-04-27 founding.
65/100
Why it scored lower: Crowded field, copyright, render cost
Open ProductBots.ai →AbMaxx is an AI fitness app that scans a user's abs and builds a personalised plan; TrustMRR (Stripe/RevenueCat-verified) shows $19.4K MRR, 5,392 active subscriptions and $43.4K revenue in the last 30 days, about 7 months after its Mar 18 2026 founding.
65/100
Why it scored lower: Borderline age, unknown clones, body-image sensitivity
Open ProductBots.ai →cleanyourtv is a 4-day-old open-source repo (14,989 stars, 1,654 forks) that uses a coding agent to strip ads and bloatware from any Android/Google TV over Wi-Fi and installs an Apple-TV-style launcher; HBV builds the no-terminal product layer (model pages, guided cleanup, drift monitoring).
65/100
Why it scored lower: Licence ambiguity and free parent repo
Open ProductBots.ai →A photo-first calorie and macro tracker tuned to Latin American and Spanish dishes and the GLP-1 era, grown with faceless AI-persona UGC and SEO, sold as a mobile subscription.
65/100
Why it scored lower: Cal AI/MyFitnessPal localizing into Spanish with paid ads, and the benchmark itself relied on paid ads later (Forbes) while HBV forbids paid ads.
Open ProductBots.ai →A Portuguese-first AI Bible companion for Brazil, Portugal and Lusophone Africa: ask questions, get a daily devotional and verse on WhatsApp, and share verse cards, sold as a low-price subscription.
65/100
Why it scored lower: Free incumbents (YouVersion) and Bible Chat itself localizing; doctrinal sensitivity across denominations.
Open ProductBots.ai →A CI service that replays a real agent trajectory against every self-hosted framework release and asserts interrupt/stream/checkpoint/durability parity, failing the build before a regression reaches production — self-serve, $35/repo/month.
64/100
Why it scored lower: Adjacent platforms (LangSmith, AgentOps, promptfoo) ship parity checks for free
Open ProductBots.ai →An open-source generator that turns any community's comment history (a subreddit, TabNews, a Discord export, a forum) into a HackerTube-style site of the videos that community keeps recommending, with a hosted version and sponsor slots as derivatives.
64/100
Why it scored lower: Trend fades and platform terms
Open ProductBots.ai →storytold/photocraft, an open-source clean-room Photoshop alternative in Rust, has 70,930 stars and 12,508 forks 22 days after creation (about 3.2K stars a day, Hypothesis for the 7-day pace); HBV builds the no-learning-curve layer: batch product-photo cleanup for marketplace sellers.
64/100
Why it scored lower: Maintainers ship the layer; alpha quality
Open ProductBots.ai →Laper is an AI screenwriting and storyboard 'creative OS' for writers and directors (screenplay formatting, structure views, script-derived production entities, an agent under the user's direction) with Stripe-verified $45,097 MRR from 1,402 active subscriptions.
64/100
Why it scored lower: Regional writers may not pay enough; editor quality bar is high
Open ProductBots.ai →A web service that connects a Google or Microsoft mailbox using only gmail.readonly or Mail.Read, so the token cannot send, move or delete mail even if the code has a bug.
64/100
Why it scored lower: Feasibility HIGH: gmail.readonly is a restricted scope requiring Google verification plus annual third-party CASA ($499-$5,400/yr), several weeks, Gmail limited to test users until cleared.
Open ProductBots.ai →A hosted web app on top of the open-source rea-video engine: paste a winning TikTok/Reels ad (or upload the file) and get a shot-by-shot report of what was filmed, AI-generated or coded, how each shot was lit and edited, a reverse-engineered prompt per AI shot, and a remake plan with your own product.
63/100
Why it scored lower: Crowded paid ad-creative category and free general video models (Gemini, ChatGPT) cover part of the job; the X wave is only 2 days old and could fade.
Open ProductBots.ai →Harmar AI sells captions that keep every word in its own alphabet when speakers switch languages mid-sentence; TrustMRR (Stripe-verified) shows $3,226 MRR, 247 subscriptions and +42.8% 30-day revenue 146 days after its 2026-06-03 founding, and it was listed for sale on 2026-10-26.
63/100
Why it scored lower: Crowded category and low ARPU
Open ProductBots.ai →Tarsi is an offline-first budget tracker with a tarsier mascot, built in one weekend with Codex by a Filipino student, that reportedly made about $20K in its first month as a paid app (founder dashboard shown, not verified).
63/100
Why it scored lower: Saturation and unverified claim
Open ProductBots.ai →Forward a Pix/SPEI/UPI payment screenshot to a WhatsApp number and it logs the expense, category and merchant into a private monthly ledger, no bank linking.
63/100
Why it scored lower: Crowded category
Open ProductBots.ai →An MIT repo of prompts and scripts that lets the AI assistant you already use turn a messy folder of receipts, PDFs and statements into a tax-ready summary, with country packs (Brazil IRPF first).
63/100
Why it scored lower: Virality and liability
Open ProductBots.ai →A new HBV-owned GitHub repo that repeats cleanyourtv's winning template for the other device every home has: a PROMPT.md that lets any coding assistant audit and tune your ISP router over the LAN (default passwords, remote admin, UPnP, DNS, guest Wi-Fi) with per-ISP profiles contributed by the community.
63/100
Why it scored lower: Virality and router-change liability
Open ProductBots.ai →A free consumer tool that compares the final price of the same restaurant order across iFood, 99Food, Keeta and Rappi (coupons, fees, delivery time), fed by user-submitted carts and receipts rather than scraping.
63/100
Why it scored lower: Data access/ToS and crowd cold start
Open ProductBots.ai →Dropmagic is a SaaS that uses AI to build a ready-to-sell online store for a product in about five minutes, aimed at e-commerce and dropshipping beginners; its co-founder says it reached $120K MRR, built with Cursor and Claude Code.
63/100
Why it scored lower: Beginner churn and distribution without paid creator deals
Open ProductBots.ai →Real daycare prices and openings by ZIP code and county, with alerts — starting in the US.
63/100
Why it scored lower: Crowdsourced cold start, price accuracy, weak X fit, local/sensitive/politicized topic.
Open ProductBots.ai →A hosted pub/sub message hub where every agent session (Claude Code, Codex, Cursor, Grok Bot, HARK and others) registers on start, so one orchestrator session can coordinate work across all of them; unregistered sessions are woken via cloud APIs or an optional local bridge.
63/100
Why it scored lower: Free, funded competitors (Reason Network, Agent Relay YC, BAND) and vendors shipping native cross-vendor messaging; per-platform wake reliability.
Open ProductBots.ai →agent-media writes, casts and films vertical short-drama series from one line typed in Claude, ChatGPT or Codex (same cast every episode); episode 1 costs $1, a 10-episode series $49 one-time. TrustMRR shows about $2,960 in 30 days (+1,340%). HBV angle: the same product with Brazilian-Portuguese and LatAm-Spanish stories.
62/100
Why it scored lower: Video margin and crowding in AI drama
Open ProductBots.ai →A no-install web app on top of the open-source LivLiv Player: pick or generate a character, let your voice and webcam move it, and record shorts or use it as your video on calls without showing your face.
62/100
Why it scored lower: Character licence and crowded category
Open ProductBots.ai →Gomotion AI sells one-click AI documentary videos to faceless-YouTube operators; TrustMRR (Stripe-verified) shows $77,852 revenue in the last 30 days (+76.7%), $63,432 MRR and 1,348 active subscriptions only 103 days after its 2026-07-16 founding.
62/100
Why it scored lower: Platform policy on mass-produced channels; crowded category
Open ProductBots.ai →Free PT/ES skill pack that lets Claude or Codex scan B3 and BMV charts, read CVM filings and local news, and replay setups — the day-trader-skill pattern for LatAm.
62/100
Why it scored lower: Small, noisy LatAm demand signal and Hypothesis-only monetization; CVM rules on recommendations.
Open ProductBots.ai →A Claude Code / Codex skill: point it at an app URL or repo and it researches hooks, writes 7 days of slideshow scripts, renders 1080×1920 carousel images in code and exports ready-to-post folders — no face, no video editing.
62/100
Why it scored lower: Repo stars may not convert to paid usage, and TikTok AI-content labelling rules can change.
Open ProductBots.ai →rehan-remade/universal-modder (MIT) teaches Claude Code, Codex and Cursor to mod almost any PC game; it reached about 8.7K stars and 960 forks in 23 days; HBV builds the no-terminal player layer: mod recipes plus a hosted builder.
62/100
Why it scored lower: Publisher IP, anti-cheat, generation cost
Open ProductBots.ai →CreativeClaw is a remote MCP server that gives Claude (and other agents) one creative studio across the top image, video, audio and 3D models; bootstrapped, one person, it did $100,077 in the last 30 days (Verified, Polar) after $5,254 in August, selling credits ($10 = 1,000) with no subscription.
62/100
Why it scored lower: Margin and spike risk
Open ProductBots.ai →Send any file to a WhatsApp number — iPhone HEIC photos, PDFs, Word, voice notes, videos — reply with the format you need and get it back converted in seconds, powered by the open-source Filee engine; plus PT/ES/EN SEO pages for every conversion pair.
62/100
Why it scored lower: Filee is desktop-first; its Linux/headless CLI path must be proven, and WhatsApp messaging costs could eat the margin.
Open ProductBots.ai →Parents connect their child's YouTube history (or install a browser extension) and get a weekly report: % of AI-made videos watched, the worst channels, and one-tap block lists. Aplicação global; Versão LatAm in Portuguese and Spanish.
61/100
Why it scored lower: YouTube adds an "AI content" filter for kids, erasing the product; access to watch history is clumsy.
Open ProductBots.ai →A crowdsourced calendar of which stores restock trading cards on which day and time, by town, with alerts when a nearby store reports a fresh batch.
61/100
Why it scored lower: Cold start and competition
Open ProductBots.ai →A pay-per-call API and MCP server that gives AI agents clean, cached Brazilian data (CEP, CNPJ, holidays, FIPE) with agent-friendly schemas, so agents never scrape or guess.
61/100
Why it scored lower: Agents may not pay
Open ProductBots.ai →"Describe it, find it" for normal people: a Portuguese/Spanish/English desktop app that indexes WhatsApp Desktop media, Downloads and screenshots on-device, so "the boleto from the school" or "mom's audio with the address" is one sentence away.
61/100
Why it scored lower: Desktop installs are heavier than web; Apple/Google may ship similar on-device search; WhatsApp Desktop folder formats may change.
Open ProductBots.ai →Konvo lets you keep Instagram DMs and drop the feed so you can quit scrolling without losing your friends; a 16-year-old solo founder launched in Sep 2026 and reports $10K/month, 220K+ LinkedIn impressions in 3 days and a 2M-view reel in under 24 hours.
61/100
Why it scored lower: Platform policy and DM access method
Open ProductBots.ai →A private, portable 'passport' of your AI context (memory, projects, preferences, chat history) that you can import into ChatGPT, Claude or Gemini in one click, so switching models never costs you your history.
61/100
Why it scored lower: Gap may already be closed by vendors
Open ProductBots.ai →An MCP/API that personal AI agents call to actually cancel a user's subscription: it finds the official cancellation path, executes it with the user's explicit approval, and returns proof (protocol number or confirmation) — paid only on success.
61/100
Why it scored lower: Vendors block automation or require phone calls; success rate may be too low to earn a per-success fee.
Open ProductBots.ai →An agent-facing MCP/API where a personal or business AI agent that gets blocked on a website or needs a phone call hands the task to a vetted remote human operator, who completes it under the user's approval and returns structured proof — the digital 'last mile' counterpart to RentAHuman.
61/100
Why it scored lower: Trust & safety incidents and RentAHuman/agent vendors moving into digital tasks
Open ProductBots.ai →Hosted drop-in 2.5D lip-sync avatar widget for sites (docs, support, marketing) with API/seat billing — player infrastructure, not a creation studio.
60/100
Why it scored lower: Owner LivLiv already monetizes hosting and a partner Web SDK; thin whitespace
Open ProductBots.ai →SaaS/API talking-avatar studio (upload face/audio → embeddable talking clip or live web avatar).
60/100
Why it scored lower: Free OSS competition: Apache-2.0 player with 877 stars in 2 days; featured characters non-commercial only.
Open ProductBots.ai →A searchable, multilingual finder of fully funded study-abroad routes (government scholarships, tuition-free countries, paid PhDs, paid apprenticeships) built on the official-source list from the PaidToStudyAbroad repo.
60/100
Why it scored lower: Crowded scholarship-directory market and unclear content license.
Open ProductBots.ai →Resend launched Inboxes on Oct 22 2026: an address on your own domain per agent, threaded, exposed to apps, teams and agents through one API; HBV's consumer angle is a no-code agent inbox with approve-by-reply.
60/100
Why it scored lower: Bundling and unproven consumer demand
Open ProductBots.ai →Unknown
60/100
Why it scored lower: Young market and native verification
Open ProductBots.ai →A free, SEO-first library of interactive "how it works" machines (watch movements, jet engines, the heart, seasons, Pix payments) built with the open-source Anatomy skill, in Portuguese, Spanish and English, with embeddable figures for teachers and paid custom figures on request.
60/100
Why it scored lower: Generation cost and quality: good figures take from minutes to many hours of agent time and the skill admits Claude does not always see visual faults, so the library may grow slowly and need human review; the MIT lice…
Open ProductBots.ai →NoMac.app rents disposable Apple-silicon Macs to AI agents by the minute (US$0.90/h Verified list price); TrustMRR shows about US$2,617 revenue in 30 days (+1,217%). HBV angle: a NoMac-style copycat with LATAM billing and distribution.
59/100
Why it scored lower: Apple licence + hardware economics (fleet cost vs utilization unknown; sub-24h terms Hypothesis) and crowded category
Open ProductBots.ai →A watchable, SSH-able agent cloud devbox billed on bring-your-own Claude/ChatGPT subscription — wedge vs Aether/Cursor black-box agents.
59/100
Why it scored lower: Aether/Cursor category entry; unclear BYO wedge durability
Open ProductBots.ai →A French stealth startup sells EUR 79 to EUR 299 per month real-time deal alerts to second-hand resellers; TrustMRR (Stripe-verified) shows $14,460 MRR and 101 active subscriptions 73 days after its 2026-08-15 founding, and it was listed for sale on 2026-10-26.
59/100
Why it scored lower: Marketplace terms and data access
Open ProductBots.ai →A searchable "does this app work on my foldable?" tracker that separates Apple or developer claims, release notes and owner reports — copied for Portuguese, Spanish and Hindi speakers and extended to Samsung, Google and other foldables.
59/100
Why it scored lower: Short-lived need (most top apps update within weeks) and Apple's free badge cover the core job.
Open ProductBots.ai →MausBot is an open-source alternative to Grok Bot, Muse, Cue and Dots: bots that browse, fill forms and run scheduled routines; TrustMRR (Stripe-verified) shows $5,438 revenue in 30 days, about 10 weeks after its 2026-08-11 founding.
59/100
Why it scored lower: Big-lab competition, run-cost margin
Open ProductBots.ai →A hosted, no-terminal version of the exploding replica-skill pack: paste an App Store, Play or website link, and Replica's recon → architect → build → deploy skills produce a clean-room spec, a list of fixes from user reviews and a running MVP on Vercel — for founders who are not engineers.
59/100
Why it scored lower: Crowded prompt-to-app market plus legal exposure for "clone any app" positioning.
Open ProductBots.ai →Self's Agent Vault (launched Oct 15 2026) lets AI agents transact and log in without seeing a user's card numbers or passwords; the launch post reached 306,472 views and 616 likes, and paid tiers shipped on day one.
59/100
Why it scored lower: Money-movement licensing and commoditisation
Open ProductBots.ai →Model-specific, settings-only 'turn off the ads and tracking' passports for the TVs that cleanyourtv cannot touch (Samsung, LG, Roku, Fire), generated per model and country and updated after firmware changes.
59/100
Why it scored lower: Low revenue per visitor and overlap with E4
Open ProductBots.ai →A one-snippet 'door' that lets a small merchant or site decide, per personal AI agent (Muse, Dots, Grok Bot, Instinct), whether to allow, block or charge it, and serves agents a clean machine-readable menu of bookable actions (availability, catalog, quotes).
59/100
Why it scored lower: Incumbents moving down-market; unproven merchant demand
Open ProductBots.ai →A free "how much of my country have I seen" map at district level (India first, then Indonesia) that people colour in and share, with district guides, trip planner and games behind it, monetized with self-serve tourism sponsor slots and premium map posters.
59/100
Why it scored lower: No proven monetization (the original has no ads or revenue) and the X trend signal is unmeasurable because the wave lived on Facebook.
Open ProductBots.ai →A free, anonymous index of what Nigerian weddings and owambe parties actually cost (venue, plates, aso-ebi, décor, MC, DJ, photography), by city and guest count, with a shareable "my owambe cost" card and self-serve vendor sponsor slots priced with traffic.
59/100
Why it scored lower: Cold start and vendor willingness to pay: the index needs hundreds of real submissions before vendors see value.
Open ProductBots.ai →Pre-built AI agents that find leads, do cold email, LinkedIn and Reddit outreach and SEO on a schedule, sharing one memory that outside AI tools reach through MCP.
58/100
Why it scored lower: Crowded agent-GTM category with funded players; revenue concentrated on a few large purchases; X demand Unknown.
Open ProductBots.ai →A LatAm-localized, supported version of the open-source Cicada app: live bilingual subtitles for any call or livestream, structured meeting notes, and hold-a-key speak-back so the other side hears your words translated, with a paid plan that bundles the AI service so users don't need their own API key.
58/100
Why it scored lower: Big-tech meeting apps already ship translated captions and the category is crowded; desktop installs with a virtual microphone add friction.
Open ProductBots.ai →Ask any Islamic question and get an answer researched across thousands of classical books, with openable citations — copied for Indonesian, Malay, Turkish and Urdu speakers.
58/100
Why it scored lower: A wrong religious answer can destroy trust instantly; incumbents add the same feature.
Open ProductBots.ai →A hosted, no-API-key web version of the open-source LearnHarness tutor (measure → plan → teach → practice, with a personal knowledge graph), in Portuguese and Spanish.
58/100
Why it scored lower: The maintainer is likely to launch the same hosted, managed-key version.
Open ProductBots.ai →Forward a suspicious photo, video or voice note to a WhatsApp number and get, in Portuguese or Spanish, "likely AI / likely real / can't tell" with three simple reasons and a ready-to-paste reply for the family group. Aplicação global (any WhatsApp market); Versão LatAm first (Brazil, Mexico, Colombia, Argentina).
58/100
Why it scored lower: Free incumbents and detector accuracy on WhatsApp-recompressed media.
Open ProductBots.ai →One rules screen for Android: calls always loud, messages vibrate, social apps silent, everything else muted, by app and by category, with a 'why did my phone ring' log.
58/100
Why it scored lower: Low willingness to pay
Open ProductBots.ai →Give AI agents a real local phone: a self-serve pool of cloud Android devices (later real handsets) with Brazilian and Mexican app stores and locales, so Claude Code, Codex or Cursor agents can use iFood, Mercado Livre, 99 or Rappi-style apps for their users.
58/100
Why it scored lower: App terms and anti-bot detection: emulators are easier to detect than retail phones, and consumer apps may block automated sessions; legal exposure if users automate against terms.
Open ProductBots.ai →One MCP connection and one prepaid balance that gives AI agents Latin American tools (CNPJ/CEP lookups, Mercado Livre, NFC-e prices, WhatsApp, Pix receipts), funded by Pix and priced per call in BRL.
58/100
Why it scored lower: Agentik or Monid adds Pix and local tools first; brand chatter for the benchmark is already 57% below its in-window peak, so the timing signal is weak.
Open ProductBots.ai →A crowd-timed index of how many minutes of ads each streaming ad tier (Netflix, Prime Video, Disney+, Max, Globoplay, YouTube) actually shows per hour, by country and by show — so people know what the "cheaper" plan really costs in time.
58/100
Why it scored lower: Cold start and noisy timings; services may change ad loads per user, making averages contested.
Open ProductBots.ai →GeoSports is a free daily game where players drop a pin on a globe to answer five sports questions; it was vibe-coded in 12 hours in May 2026, reached 1M users in a month and 15M rounds by September, and monetizes with a $4.99/month Pro tier.
58/100
Why it scored lower: Late timing, many clones, low Brazil ARPU
Open ProductBots.ai →A free, no-download browser arcade game where you drive a city's iconic minibus (Nairobi matatu first, then Mexico City microbús and Bangkok tuk-tuk), with local radio, leaderboards and sponsored runs sold self-serve to local brands.
58/100
Why it scored lower: Short novelty half-life: the original's X mentions are already far below the launch peak, and many Lagos copycats appeared within weeks, so the target city must be shipped within 7 days.
Open ProductBots.ai →A WhatsApp bot for the Philippines and Mexico where shoppers send a photo of shelf tags or a receipt and get the cheapest nearby store for their basket, powered by crowdsourced prices; free for shoppers, paid by self-serve sponsored store and brand slots.
58/100
Why it scored lower: Cold-start data density (stale prices kill trust) and WhatsApp conversation costs against a low-ARPU, sponsor-only model.
Open ProductBots.ai →Self-serve API and web app: upload AI images or short videos you own, strip or normalize SynthID-style watermarks and C2PA manifests in batch, get webhooks and usage billing.
57/100
Why it scored lower: Legal/ToS risk and free OSS kill willingness to pay; platforms may punish stripped provenance.
Open ProductBots.ai →Drop-in agent checkout and prepaid credits wallet for solo SaaS: MCP tool + embed so coding agents can buy credits or unlock features; merchant dashboard with card and LatAm PIX.
57/100
Why it scored lower: Incumbent rails ship the same wedge; regulated payments support load.
Open ProductBots.ai →Web app and API: upload an image or short clip, apply a library of code-defined pixel effects, export PNG/GIF/MP4 or an effect pack for games and sticker packs.
57/100
Why it scored lower: Free desktop tools and a cooling GitHub wave.
Open ProductBots.ai →Paste the address of a website or web app and get your own clean-room rebuild (new code, your brand) as a running preview, using the open-source Craft Anything engine on our servers — no Rust build or Claude Code account needed.
57/100
Why it scored lower: Unknown and possibly high model cost per run (no verified figure) combined with IP/terms-of-use risk of cloning other people’s sites; generic builders already do "copy this site".
Open ProductBots.ai →Hold a keyspeak, and it types in any app — the open-source Hex dictation engine packaged with Portuguese and Spanish vocabulary, custom word lists and optional AI clean-up, for Mac, Windows and Linux.
57/100
Why it scored lower: Weak X signal (340 posts/7d, below the 400 floor) in a crowded paid-dictation category where the engine itself is free.
Open ProductBots.ai →Turn Latin American websites that have no API (government, tax, banking, invoice and delivery portals) into ready-made tools that ChatGPT, Claude or any agent can call — a Pomerado copy aimed at LatAm portals.
57/100
Why it scored lower: Credential custody and portal terms of use (security and LGPD exposure) in a crowded field where the benchmark itself is free and open source.
Open ProductBots.ai →A free, fast, Portuguese- and Spanish-first GTA VI companion: interactive Leonida map, progress checklists synced across devices, and an AI assistant that answers "where is…/how do I…" with spoiler controls.
57/100
Why it scored lower: SEO is dominated by large publishers within days of launch, and map assets carry IP risk.
Open ProductBots.ai →Forward supermarket receipts or Pix/ticket photos on WhatsApp and get "your inflation vs the official one" each month — a shareable card plus a city leaderboard of what really got pricier — for Argentina, Turkey, Nigeria, Brazil and Egypt.
57/100
Why it scored lower: Weak current X signal (69 posts/7d) and receipt-forwarding friction; Nottei or INDEC could cover the angle.
Open ProductBots.ai →Upload a few screenshots of your feeds (TikTok For You, Instagram Explore, Pinterest, YouTube) and get an AI portrait of "who the algorithm thinks you are"; then invite friends to answer six quick questions and get a side-by-side "Algorithm vs Friends" card to share.
57/100
Why it scored lower: Fad decay: the core X trend fell 67% from its peak within three days, so the friend-invite loop must carry growth after the trend moment.
Open ProductBots.ai →A browser extension and web app that measures how much of your feed is rage bait and AI slop, gives you a shareable Rage Score card, publishes a weekly public Rage Index of the most rage-farming accounts and topics, and sells a calm-feed filter and digest.
57/100
Why it scored lower: Legal and reputational risk of naming accounts publicly, plus platform DOM changes breaking the extension.
Open ProductBots.ai →An agent-native second-hand marketplace where people's AI agents list, price, negotiate and buy used goods through an MCP and API, with owner approval rules, escrow and Pix payments, starting in Brazil.
57/100
Why it scored lower: Two-sided cold start (no inventory, no agent buyers) and payments/escrow and fraud liability in Brazil.
Open ProductBots.ai →An AI coach that reads your skills and suggests side gigs you can start today, plus a second agent that turns vague buyer requests into bookable gigs — a Serbiz-style app for Brazil's "bico" culture.
56/100
Why it scored lower: Two-sided liquidity in a market with GetNinjas and Workana; traction evidence is self-reported only.
Open ProductBots.ai →A catalogue of Brazilian experiences and local deals that AI agents can search, compare and put in a cart without an API key, while the human approves and pays — the LivingSocial agent-first model for Brazil.
56/100
Why it scored lower: Agent traffic to third-party catalogues may never materialise; assistants may use GetYourGuide/Viator directly.
Open ProductBots.ai →Ritmo is a dating and activity-partner app for active singles (pilates, tennis, running); launched Sep 2026, it reached $4,195 MRR with 442 active subscriptions (Verified, RevenueCat) and was named TrustMRR's fastest-growing startup of the week.
56/100
Why it scored lower: Cold start and trust & safety
Open ProductBots.ai →A 'look to camera' finder for the Y2K digicam trend: pick the TikTok look you want (G7X flash, CCD, Ixus), see which used cameras really produce it, what they should cost in your country, and which listings look fake or overpriced.
56/100
Why it scored lower: Low revenue per visitor
Open ProductBots.ai →One searchable list of every game that has a native port, recompilation or decompilation for Apple Silicon, iPhone/iPad and Android handhelds, with install guides.
55/100
Why it scored lower: Legal gray zone of some recomps and existing wikis already cover the job.
Open ProductBots.ai →Upload raw gameplay or entertainment footage, describe the edit in plain words, and get a finished cut plus an editable Premiere Pro project — copied for PT/ES creators.
55/100
Why it scored lower: Crowded, fast-moving category with heavy compute costs and a one-day-old signal.
Open ProductBots.ai →Type a vibe or upload a photo and get a matched pair of wallpapers sized for the foldable's outer and inner screens (and the fold seam), ready to save — free with paid packs.
55/100
Why it scored lower: Small, short-lived demand and free wallpaper incumbents adding foldable sizes.
Open ProductBots.ai →One MCP call returns "likely AI / likely human / unsure" with reasons and C2PA credentials for an image, video frame or text, so agents can avoid reposting, citing or buying AI-made content by mistake.
55/100
Why it scored lower: Commodity detection — margins squeezed by wholesale API costs and open models.
Open ProductBots.ai →A new HBV GitHub repo: give it a script or topic and it renders a 9:16 faceless short in one of dozens of code-made styles (kinetic type, diagrams, retro film), with captions and voice, ready for TikTok, Reels and Shorts — no camera, no stock footage.
55/100
Why it scored lower: HeyGen or lemo-opuscar ship a vertical-shorts preset and the repo has no reason to exist.
Open ProductBots.ai →A faceless weekly index that runs the same real-world money tasks (groceries, flights, bills, refunds) through consumer AI agents such as Meta Muse, ChatGPT and Gemini and publishes which one actually saved the most money, with a public leaderboard, newsletter and sponsor slots.
55/100
Why it scored lower: Reproducibility and vendor terms (agents change weekly; some actions need real purchases), plus perceived bias if affiliates are involved.
Open ProductBots.ai →AgentaOS (Aristokrates OU, Estonia) becomes the official seller for its users' digital products and services, handling card checkout, subscriptions, VAT/sales tax in 135+ jurisdictions, invoices and chargebacks, and paying out twice a month in EUR or USD to the seller's own bank in ~85 countries, Brazil included.
55/100
Why it scored lower: Regulatory and partner dependency (licenses, acquiring, Pix requires licensed partner); thin per-sale margins; crowded fee war (Creem 3.9%, Dodo 4%, Paddle 5%); large sellers churn to cheaper rails; Paddle already sup…
Open ProductBots.ai →A one-click installer and desktop app that sets up the open-source Kimi K3 in C engine (a 2.78-trillion-parameter model in 8.24 GB of RAM, CPU only) with a guided weights download, disk check, and a slow-but-private 'overnight jobs' queue for long documents.
54/100
Why it scored lower: Physics of the product: 10–30 s per token and a 1.56 TB download make it a curiosity for hobbyists, not a daily tool; the star spike may be a one-off novelty wave.
Open ProductBots.ai →A rally-style voice co-driver that calls out every corner, speed bump and speed camera ahead — copied for Brazil and LatAm, where lombadas, radars and potholes are a daily pain.
54/100
Why it scored lower: Moderate-to-hard mobile build with background GPS and offline maps, and Waze already covers radars for free.
Open ProductBots.ai →Drop a CV and get a fast, SEO-ready personal site with your own subdomain or domain, recruiter-friendly and in your language.
54/100
Why it scored lower: Crowded field with free tiers.
Open ProductBots.ai →A searchable index of agent-ready CLIs (JSON output, non-interactive, auth via env) tested weekly by an agent, with copy-paste skill files and TrustMRR-style sponsor slots.
54/100
Why it scored lower: Several registries already exist, including one from a 55K-star project.
Open ProductBots.ai →One click removes AI-generated images, videos and text from your feeds: a Bouncer-style filter for Portuguese and Spanish speakers that covers YouTube, Instagram and Pinterest on the web, not just X.
54/100
Why it scored lower: Free, open-source, well-funded leader plus six look-alike extensions; detection accuracy on short video is weak.
Open ProductBots.ai →An agent-native quote network for local services in Brazil: consumers' AI agents post a structured job (cleaning, electrician, plumbing, moving), verified local pros reply with quotes on WhatsApp, and the agent returns options for the owner to approve; pros pay per lead, GetNinjas-style.
54/100
Why it scored lower: Two-sided cold start and uncertain agent demand: consumer agents may not route service requests to third-party networks yet, and WhatsApp Business policies limit automated outreach to pros.
Open ProductBots.ai →Unknown
53/100
Why it scored lower: One-week novelty with no revenue model; LLM cost spikes during virality (the creator reports ~€200).
Open ProductBots.ai →Pick the portal you are uploading to (gov.br, INSS, Detran, ENEM, US DS-160, Schengen visa, UK visa), drop your file, and get it converted, compressed and cropped in your browser to that portal's exact published spec — no upload, no rejected forms.
53/100
Why it scored lower: Weak social signal; success depends on search rankings against large converter sites.
Open ProductBots.ai →A packaged version of the open-source Mika phone agent: install from the store, no API key, and say "order lunch with the best discount" or "summarise my group chat" while it works apps on a hidden background screen.
52/100
Why it scored lower: The wave may be fading (X −79% from peak) while big-tech phone agents ship free, and Play Store policy on automation apps is unverified.
Open ProductBots.ai →Open digital packs of real trading cards on your phone, keep the card digitally or have the physical card shipped — copied for Brazil and LatAm collectors.
52/100
Why it scored lower: Gambling-regulation exposure plus physical inventory and fulfilment, outside the tiny-software HBV model.
Open ProductBots.ai →A playful app that turns your phone into tiny working retro computers (Mac, C64, Windows 95…) — copied for Android and Android foldables, where no equivalent exists.
52/100
Why it scored lower: Novelty fades in weeks and a one-time price cannot build recurring revenue.
Open ProductBots.ai →A personal notebook where you draw your letters once and then type every note in your own handwriting — copied for Android and Android foldables.
52/100
Why it scored lower: Crowded font-maker category and novelty tied to the iPhone Duo launch.
Open ProductBots.ai →A chat concierge that plans and books trips and local experiences end to end — copied for Brazilian and LatAm travelers in Portuguese and Spanish.
51/100
Why it scored lower: Falling buzz and a crowded, booking-reliability-heavy category.
Open ProductBots.ai →A hosted, no-terminal version of Wes Bos's 3D Model Anything: scan a room on a LiDAR iPhone, upload the export, and an AI agent rebuilds it as an editable Three.js scene with dollhouse and walk-through views and a share link.
51/100
Why it scored lower: Crowded room-scanning market with polished free/cheap apps, and the agent workflow is slow and iterative, not one-click.
Open ProductBots.ai →Your AI agent answers market-research surveys about you and you get paid — a panel where brands query consenting users' agents instead of the users.
50/100
Why it scored lower: Brands may not pay for agent answers, and fraud (fake agents) can kill data quality.
Open ProductBots.ai →Rented cloud iPhones that AI agents drive via MCP/API; crowded (≥8 vendors); Hold.
49/100
Why it scored lower: Crowded category (≥8 hosted agent-iPhone vendors) + hardware/ops fit weak for HBV software thesis; AGPL licence risk if code reused.
Open ProductBots.ai →Paste a recipe URL and instantly see every step you must start hours or a day ahead (soak, marinate, proof, thaw), with a reminder.
49/100
Why it scored lower: Tiny demand and free alternatives (ChatGPT).
Open ProductBots.ai →A personal agent that acts before you ask — reminders, bookings, bill follow-ups — delivered inside WhatsApp in Portuguese and Spanish, where Meta's Muse is not yet available.
49/100
Why it scored lower: Meta launches Muse in Brazil (WhatsApp is Meta's) and the copy is erased overnight.
Open ProductBots.ai →Before you install a casual mobile game, see its Fair Play Score: how often it forces ads, whether levels get harder to push purchases, and real player reports. Aplicação global; Versão LatAm in Portuguese and Spanish.
49/100
Why it scored lower: Weak demand and legal pushback from studios.
Open ProductBots.ai →An Android app (plus a guided iOS flow) that sorts WhatsApp media into "keep / back up / delete" with AI — memes, good-morning images, duplicates and big videos first — and frees gigabytes in one tap.
48/100
Why it scored lower: Free built-in tools plus Android permission limits and no iOS access.
Open ProductBots.ai →A paid service and one-click setup around the open-source terminal-mac engine that gives AI coding agents a separate virtual macOS desktop (MCP tools: screenshot, click, type) on the user's Mac or on rented Apple hardware, so agents can test Mac and iOS apps without touching the real desktop.
47/100
Why it scored lower: Hardware-bound unit economics and macOS licence limits for hosted VMs; the star wave may be a 2-day novelty.
Open ProductBots.ai →Connect your TV once and let your AI agent switch inputs, find a show, set kid limits or clean up bloat, through one hosted MCP endpoint.
47/100
Why it scored lower: Platform owners (Google, Amazon, Roku) ship native agent control and the need disappears.
Open ProductBots.ai →A hosted MCP and REST "news layer" that gives AI agents short, source-linked updates on companies and crypto — copied for Portuguese and Spanish sources and LatAm tickers.
47/100
Why it scored lower: Crowded, low-moat category and publisher licensing.
Open ProductBots.ai →A paid add-on service around the open-source Quiet.md desktop notes app (MIT): end-to-end-encrypted sync between Macs and PCs, a mobile and web reader/editor for the same DocxXML notes, and one-click import from Notion, Obsidian and Feishu/Lark, while the desktop app stays free and local-first.
46/100
Why it scored lower: A paid hosted layer on a deliberately local-first app in the most crowded consumer category; the maintainer could ship official sync at any time.
Open ProductBots.ai →A no-install web tool where you lock a message, photo, playlist, coupon or link behind N camera-counted push-ups or squats, send the link, and the recipient must do the reps to open it.
45/100
Why it scored lower: Unproven willingness to pay; easy to copy
Open ProductBots.ai →A WhatsApp-first bot that tells chronically late people exactly when to leave, correcting for how much they personally underestimate traffic, with no app to install.
45/100
Why it scored lower: Unit economics and adjacent competitors
Open ProductBots.ai →Create a one-link "vaquinha" for a small bill in 30 seconds; friends pay by Pix and a live progress card spreads it.
44/100
Why it scored lower: Crowded market plus payments regulation and fraud.
Open ProductBots.ai →Tiny Little Office is a free, open-source suite of ten micro-apps (docs, sheets, slides, calendar, trip planner) where the whole document lives inside the link, built with Claude in about 10 days and launched Oct 14 2026 to 697 points on Hacker News.
44/100
Why it scored lower: No monetization evidence; free open-source original
Open ProductBots.ai →An AI agent that lives inside a group chat, answers everyone, plans trips and dinners, splits bills and spins up tiny shared apps — copied for WhatsApp groups in Brazil, Mexico and India.
40/100
Why it scored lower: Platform risk: Meta restricts general-purpose AI bots on WhatsApp and ships its own group AI.
Open ProductBots.ai →