○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A nonprofit sport shooting club in Järfälla, Sweden, with beginner nights, training info, and a surprisingly human history page full of member quotes.
Learning & Exams · score 78.0
ACS MasterKey — Private Pilot Checkride Study Guide
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A $59 lifetime study guide that turns the Private Pilot ACS into searchable, checkride-legal FAA source links (with “self-healing” updates).
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A public education accountability project built around a blunt question: “Who do you work for?”
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An open-source “agent firewall” that scans tool calls before deploy, blocks risky calls at runtime, and exports cryptographic audit evidence.
Useful Tools · score 78.0
AggieBikeGuard: a student-run stolen-bike registry + serial checker
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A UC Davis–only bike registry that lets verified Aggies register serials, report theft, and check used bikes before buying.
Learning & Exams · score 78.0
The Thinking Kid: a 5-min/day AI parenting playbook
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A teacher + cognitive-neuroscience pitch for helping kids use AI as a thinking partner—via a 7-day, 15-min/day workshop and a free “Spotter’s Guide.”
Civic & Public Life · score 78.0
ALT·AEMO: adversarial reads of Australia’s ISP 2026
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A sharp, interactive, three-part (plus an “edgier” fourth) critique of AEMO’s 2026 Integrated System Plan—built like a choose-your-own-investigation.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A boutique Southern California studio selling hand-troweled decorative wall finishes with unusually specific, craft-forward copy.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A World of Warcraft roleplay guild site that reads like an in-character scripture and wandering philosophy, complete with ranks, roster, events, map, and a guild log.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A one-time “AI Operator OS Kit” pitch that frames Claude as a governed team with dual-gate guardrails and setup docs.
Useful Tools · score 78.0
Better Value: four taps, one honest unit-price verdict
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A mobile, camera-based unit-price comparison app that claims fully on-device math—built to answer “is the bigger one actually cheaper?” without shelf-math stress.
Developer Corner · score 78.0
Tappa — studio de planification pour l’ultra-cyclisme
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A French ultra-cycling planning studio that turns routes into segments, sleep/control stops, and GPX-ready files.
Human Services · score 78.0
Blue Monkey Foundation: “For Finn” and a mission to end Duchenne
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A charity foundation built around a specific personal story (Finn) and a clear, narrow disease focus (Duchenne), with a memorable “blue monkey” symbol.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A highly specific BQ “buffer” calculator that estimates the 2027 cutoff and replays your buffer against every Boston cutoff since 2014.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An Australia-flavored arcade reflex game (Outback Dash) embedded right inside an editorial-style review page.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A LinkedIn coaching/ghostwriting service that promises “visibility without the cringe,” starting with a free roast/audit.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A no-cringe LinkedIn visibility studio that roasts the platform’s performative culture and sells senior-professional support.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A deadpan, pseudo-federal “Code of Federal Slop” checker that screens your writing for slop and returns a Slop Index with citations.
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A personal, unofficial Wellington burger-festival map with filters, walk-time/distance sorting, and a shareable “scorecard.”
AI Table · score 78.0
CASTMINT — prompt-to-viral autopilot for faceless short video
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
An AI video pipeline that turns a topic into a finished short (script, voiceover, captions, visuals) and positions it for TikTok/YouTube/IG publishing.
Personal Pages · score 78.0
Chanut Wannasarnmetha’s applied AI builder portfolio
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A human, production-heavy applied AI engineer portfolio with real projects (storefront, LINE-first booking SaaS, AutoEDA with 990+ tests, and a DEX trading fleet).
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A real-time directory that tracks active DUI sobriety checkpoints and pings you when one is confirmed near you.
Food, Events & Hospitality · score 78.0
A wedding weekend site that feels like a mini travel guide
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
Christina & Ryan’s wedding page doubles as a weekend itinerary, venue guide, and interactive RSVP for their mountain stay.
Content & Blogs · score 78.0
Christopher Braccia — cyber threat intel & national security research
○Open: public page gives enough substance to understand the site⊠Login: main substance appears gated behind sign-in or app access$Paid: pricing, booking, ecommerce, subscription, or paid access is visible†Ads: visible ad load or ad-supported content✦Pretty: notable design, copy, craft, or presentation●Pro: polished, finished-feeling, serious, or operationally mature◎Niche: specific audience, workflow, or unusually focused use case❧Human: personal, local, community, civic, handmade, or real-person signal⚑Suspicious: scammy, spammy, trust theater, finance fog, or credibility concern
A personal research site with a clear publication trail and externally validated, citation-forward cyber threat intelligence briefs.