AIDojo Competitive Analysis

Daily Prompt Duel — ChatGPT vs Claude vs Gemini, Side-by-Side, BYOK — Generated 2026-04-20

1. Competitive Overview

The "compare AI models" space splits into three camps: web-only research tools (LMArena, Sider), credit-gated aggregators (Poe, Arcane), and power-user BYOK desktop tools (TypingMind). None of them ship a daily, gamified, TikTok-exportable habit loop on iOS. AIDojo is the first edutainment wedge — Duolingo-shaped habit on top of a side-by-side duel — aimed at the AI-curious 18–34 who already pay for two or more assistants.

🥋

AIDojo

Launching 2026 • iOS 17+ • New

Daily prompt challenge. ChatGPT, Claude, and Gemini streamed side-by-side via BYOK. Foundation Models "AI-taste" profile after 30 days. One-tap TikTok share card. $1.99 unlock + $2.99/mo — a fraction of a single competitor subscription.

Free daily duel $1.99 lifetime unlock $2.99/mo taste
🤖

Poe by Quora

4.6 ★ • 18M MAU • $5–$249.99/mo

Multi-model credit aggregator. GPT-5, Claude 4, Gemini 2.5, Llama, DeepSeek, Grok behind Poe's paywall. $5/mo starter (10K points/day), $19.99, $49.99, $99.99, up to $249.99/mo. Quora distribution + bot-builder creator program. No BYOK, no daily challenge.

FATAL: Credit system is opaque — Reddit calls it "stressful resource roulette." A 380-point chat now exceeds 1,000 as history grows. No side-by-side compare, no habit loop, no TikTok export. Content filters block harmless creative prompts.
$5/mo entry $19.99/mo standard Up to $249.99/mo
🖥

TypingMind

4.5 ★ • ~1.2M users • $39–$198 one-time

Power-user BYOK frontend. Standard $39, Extended $79, Premium $198 (often discounted to $99) — all one-time. Multi-model chat, custom agents, plugins, SOC 2. Mobile companion launched late 2025. Indie-hacker Twitter and YouTube prompt-engineering creator distribution.

FATAL: Aimed at power users who already know their favorite model — no daily challenge, no gamification, no AI-taste discovery, no TikTok export. Desktop-first UX translates poorly to iPhone habit loop. No consumer funnel, no edutainment angle.
$39 one-time $79 extended $99 premium
🏛

LMArena (formerly LMSYS)

Web • ~13M monthly visits • Free

Industry-reference blind-voting leaderboard. a16z-seeded Jan 2026, cited in every major AI paper. Monetizes via API benchmarking licenses to labs, not consumers. Web-first, no official iOS or Android app. Recent "LMArena AI Mobile" on the App Store is a third-party knockoff, not official.

FATAL: "It tells me which model the world prefers, not which one I prefer." No personalization, no daily habit, no push notifications, no offline history. Deliberately avoids consumer app shape. AIDojo mechanic was invented here but left on the table.
Free forever Research / non-profit
📱

Arcane / SideBySide AI

4.3 ★ • ~150K iOS installs • $6.99/mo

iOS-native "three chats glued together." $6.99/mo or $39.99/yr, cloud-proxied ChatGPT + Claude + Gemini (no BYOK). Acquisition via TikTok "ChatGPT vs Claude" demo videos and Apple Search Ads on "compare AI". First-mover on iOS split-screen compare.

FATAL: Users churn after 2 weeks — novelty wears off. No scoring, no learning loop, no daily prompt, no TikTok export, no streak, no personality profile. Proxied API costs squeeze margin; BYOK absence kills power users. Review: "just three chat windows."
$6.99/mo $39.99/yr
🧑

Sider (browser) + Duolingo Max

Sider $4.20–$16.70/mo • Duo Max $29.99/mo

Sider is a Chrome/Edge sidebar that pits GPT-5, Claude, Gemini, Llama, Grok in a single "AI Group Chat" view — browser-only, not iOS. Duolingo Max ($29.99/mo or $168/yr, often $14/mo annual) owns the daily-habit AI layer — but locked to language pedagogy. Khanmigo at $4/mo owns classroom.

FATAL: Sider is desktop browser, not a consumer iOS habit. Duolingo Max's AI Roleplay is curriculum-locked — can't evaluate "which AI should I use?" Khanmigo is education-scoped. None deliver the "learn your own AI taste" loop on mobile.
Sider $4.20–$16.70 Duo Max $29.99/mo Khanmigo $4/mo

2. Feature Comparison Matrix

AIDojo is the only product combining BYOK side-by-side compare, a daily curated prompt, an on-device AI-taste classifier, and a portrait TikTok share card — as a native iOS habit at a sub-$3/mo price. Poe and Arcane have parallel models but no learning loop. TypingMind has BYOK but no daily hook. LMArena has voting but no app.

Feature AIDojo Poe TypingMind LMArena Arcane Sider
Model Coverage
ChatGPT (GPT-5) Via user's key (BYOK) Via Poe credits Via user's key (BYOK) Anonymous, rotated Cloud-proxied Via Sider credits
Claude 4 Sonnet/Opus Via user's key (BYOK) Via Poe credits Via user's key (BYOK) Anonymous, rotated Cloud-proxied Via Sider credits
Gemini 2.5 Pro Via user's key (BYOK) Via Poe credits Via user's key (BYOK) Anonymous, rotated Cloud-proxied Via Sider credits
Simultaneous side-by-side 3-model Streamed in parallel Sequential only Single-model per chat 2 anonymous models 3 cloud-proxied Browser sidebar
Habit & Learning Loop
Daily curated prompt challenge Yes — push at user time None None None None None
Streak + weekly recap Yes — Duolingo-shaped None None None None None
Personal "AI-taste" profile On-device Foundation Models classifier None None Global leaderboard only None None
1–5 vote / winner pick per round Stored to SwiftData None None Blind A/B vote Thumbs up/down None
Viral & Share
Portrait TikTok share card (1080×1920) One-tap ImageRenderer Unlock None None None Screenshot only None
Home Screen widget ("today's winner") WidgetKit, Lock Screen None None None None None
App Intents / Siri trigger "Run today's AI duel" None None None None None
Privacy & Cost Model
BYOK (keys in Keychain, nothing proxied) Yes — shared keychain group No, credit-metered Yes No, anonymous pool No, cloud proxy No, credit-metered
On-device processing (no backend) Yes — Foundation Models classifier Cloud-only Browser / desktop Cloud-only Cloud-proxied Cloud-only
Prompts + responses stored locally SwiftData on-device On Poe servers Local-first option LMArena servers Arcane servers Sider servers
Platform & Distribution
Native iOS app Yes — iOS 17+ SwiftUI Yes Companion, not primary Web only (no official app) Yes Browser extension
CarPlay / Apple Watch / Widget Widget + Watch complication roadmap None None None None None
Pricing Model
Free tier 1 daily duel, 2 models, watermark Limited daily questions None (trial only) 100% free 3-day trial Daily cap
Entry price $1.99 one-time unlock $5/mo recurring $39 one-time $0 $6.99/mo $4.20/mo
Lifetime vs subscription $1.99 unlock + optional $2.99/mo Subscription only One-time license Free forever Subscription only Subscription only

3. Three-Year Cost of Ownership (AI-Curious Multi-Subscriber)

Scenario: an AI-curious user who already pays for ChatGPT Plus ($20/mo) and wants to compare across Claude and Gemini too. AIDojo at $1.99 unlock + $2.99/mo taste tier beats every competitor on both cost AND functionality. Note the stacked alt row: users currently pay $720+/yr for ChatGPT Plus + Claude Pro + Gemini Advanced + Poe + Arcane just to answer "which AI is better for me?"

App / Stack Year 1 Year 2 Year 3 3-Year Total What You Actually Get
AIDojo (unlock + taste sub) $37.87 $35.88 $35.88 $109.63 $1.99 lifetime unlock + $2.99/mo taste tier. BYOK (you pay API providers directly, ~$3–10/mo). Daily duel, AI-taste profile, TikTok export.
AIDojo (unlock only, no sub) $1.99 $0 $0 $1.99 Lifetime 3-model compare + unlimited history + unwatermarked exports. No personality profile. Pure BYOK.
Poe (standard $19.99/mo) $239.88 $239.88 $239.88 $719.64 1M points/mo — can exhaust in days on long chats. Sequential, not side-by-side. No daily challenge.
Poe ($5/mo starter) $60.00 $60.00 $60.00 $180.00 10K points/day. Still no compare view, no habit loop, no BYOK. Points depreciate as chat grows.
TypingMind Premium $99.00 $0 $0 $99.00 One-time Premium (discounted). BYOK. Desktop/web-first. No daily prompt, no gamification, no TikTok.
LMArena $0 $0 $0 $0 Free, web-only. Blind global vote. No personalization, no iOS app, no habit loop, no export.
Arcane annual $39.99 $39.99 $39.99 $119.97 Three cloud-proxied chats side by side. No BYOK, no AI-taste, no daily challenge. Users churn at week 2.
Sider Pro $148.80 $148.80 $148.80 $446.40 Browser extension only — no iOS habit. Credit-metered. AI Group Chat works but sits in Chrome/Edge.
Duolingo Max (annual) $168.00 $168.00 $168.00 $504.00 AI Roleplay + Video Call — language-learning only. Can't evaluate ChatGPT vs Claude.
Stacked alt (ChatGPT+ + Claude Pro + Gemini Adv + Poe $19.99) $959.88 $959.88 $959.88 $2,879.64 What a serious AI-curious user pays today. Three $20/mo subscriptions + Poe aggregator. Still no side-by-side compare on mobile.

* AIDojo's $1.99 unlock is a rounding error against a single month of ChatGPT Plus. The thesis isn't "replace your ChatGPT Plus subscription" — it's "give users a way to decide whether their Claude Pro or Gemini Advanced subscriptions are worth keeping." Users save $20–$40/mo by cancelling the models AIDojo shows them they don't actually prefer. That's a 10x payoff on a $1.99 install.

4. AIDojo: Free vs Pro Unlock vs Taste Sub

Free Forever
$0
BYOK, no ads. iOS 17+.
  • 1 daily prompt challenge
  • 2 models side-by-side (your choice)
  • Basic 1–5 star voting
  • SwiftData history (last 7 days)
  • Push notification reminder
  • Daily streak counter
  • Watermark on share cards
  • No 3rd model slot
  • No AI-taste profile
  • No premium prompt packs
Pro Unlock
$1.99 lifetime
One-time. Yours forever. Keeps BYOK honest.
  • 3+ models side-by-side (GPT-5 + Claude + Gemini + extras)
  • Unlimited history (all votes, prompts, responses)
  • No watermark on TikTok export cards
  • All 1080×1920 export styles
  • Home Screen widget ("today's winner")
  • App Intents — "Hey Siri, run today's AI duel"
  • Shared keychain group with AskRouter
  • CSV export of vote history
  • No AI-taste personality profile
  • No premium prompt packs
Taste Sub
$2.99/mo
The retention hook. On-device Foundation Models.
  • Everything in Pro Unlock
  • AI-Taste personality profile after 30 days
  • Weekly "your model profile" push recap
  • Category breakdown (writing, code, facts, humor)
  • Premium prompt packs (Creative, Coding, Roast, Life Advice)
  • Apple Watch complication (next POI)
  • Auto-rotate daily prompt categories to your weakest taste signal
  • Priority model-list updates (new releases within 48h)
  • Early access to new share card designs
  • Breaks even vs. one Claude Pro cancellation

5. Deep Dive: Poe by Quora

🤖 Poe: The 18M-MAU Credit Aggregator

4.6 ★ • 18M MAU • $8–10M/mo est. revenue • $5 / $19.99 / $49.99 / $99.99 / $249.99 per month tiers • Parent: Quora, Inc. • Launched 2023, API launched July 2025

Strengths

  • Quora distribution — ambient brand awareness via Quora answers linking Poe
  • 18M MAU with GPT-5, Claude 4, Gemini 2.5, Llama, Grok, DeepSeek in one app
  • Bot-builder creator program — third-party prompts, revenue share
  • $5/mo starter tier added March 2025 to counter ChatGPT Plus defection
  • Developer API launched July 2025 — platform layer
  • Heavy Apple Search Ads on "multi AI" and "all AI in one"
  • TikTok creators comparing models drive install velocity
  • Well-funded — Quora raised $75M at $500M valuation on Poe's back

Weaknesses & Vulnerabilities

  • No BYOK — users pay Poe, Poe pays OpenAI/Anthropic — middleman margin
  • No side-by-side compare view — one chat at a time
  • Credit system scales against the user (long chats consume more)
  • Content filters block harmless creative prompts (horror writers, RP)
  • No daily habit loop — usage is task-driven and churns by model
  • No TikTok-ready export — users screenshot, chop, re-record
  • Unused credits on higher tiers expire monthly — "paying twice" complaint
  • Bot creators report unpaid earnings — creator trust erosion

User Complaints (Reddit 2025–2026)

  • "Credit system is stressful resource roulette"
  • "A 380-point chat now exceeds 1,000 as history grows — predatory"
  • "I hit content filters on harmless creative writing prompts"
  • "Feels like paying rent to a middleman when I already have an OpenAI key"
  • "Customer support is non-responsive on earnings disputes"
  • "Unused credits disappear every month — no rollover on cheap tier"
  • "Sequential answers, not side-by-side — I want to see them compete"

AIDojo Advantage

  • BYOK — users pay providers directly, no middleman margin or credit roulette
  • True parallel streaming — 3 models in one screen, not sequential
  • $1.99 one-time unlock vs. $5–$249.99/mo recurring — 120x cheaper at worst
  • Daily prompt challenge + streak — Poe has no habit loop
  • AI-taste profile answers "which one fits me?" — Poe can't, it wants lock-in
  • TikTok 1080×1920 export — Poe forces users to screenshot
  • On-device history — no "your chats are on Quora's servers" privacy concern
  • No content-filter paternalism — user's own API key, user's own TOS

6. Deep Dive: TypingMind

🖥 TypingMind: The BYOK Power-User Standard

4.5 ★ • ~1.2M users • $250–400K/mo est. revenue • $39 Standard / $79 Extended / $99–198 Premium one-time • Mobile companion late 2025 • SOC 2 Type II

Strengths

  • Cleanest BYOK implementation in the category — true local-first
  • One-time pricing ($39–$198) is a strong anchor vs. ChatGPT Plus
  • Multi-model chats within a single thread — power-user killer feature
  • Custom agents, plugins, document upload — serious workflow tool
  • SOC 2 Type II + local deployment option — enterprise-capable
  • Indie-hacker Twitter + YouTube prompt-engineering creator fandom
  • Bulk License ($395 for 10 users) opens small-team B2B
  • No credit meters — users budget against their own provider bills

Weaknesses & Vulnerabilities

  • Desktop/web-first — mobile companion is secondary, not primary
  • No daily challenge, no gamification, no streak — zero retention scaffolding
  • Power-user UX — terrifying to a consumer who's never seen an API key
  • No consumer funnel — relies entirely on Twitter word-of-mouth
  • No TikTok export, no portrait share cards, no social layer
  • No personality profile or taste classifier — "which model fits me" unanswered
  • Aimed at users who already chose their favorite model
  • Tier sprawl (Standard / Extended / Premium / Bulk) confuses casual buyers

User Complaints (2025–2026)

  • "Mobile app feels like an afterthought compared to web"
  • "No way to run the same prompt on two models at once"
  • "API key setup scared my non-technical spouse off instantly"
  • "Premium tier discount is confusing — $198 or $99, which is real?"
  • "Plugin system is powerful but undocumented"
  • "No social or share features — I copy-paste to Twitter manually"
  • "Needs a 'which model should I use' helper, not more options"

AIDojo Advantage

  • Mobile-first, habit-first — TypingMind is productivity, AIDojo is edutainment
  • Daily prompt + streak + push — retention scaffolding TypingMind skipped
  • 3-screen BYOK onboarding with provider-specific deep links — consumer-safe
  • Foundation Models taste classifier answers the exact question TypingMind users ask
  • $1.99 unlock vs. $39–$198 — 20–100x cheaper entry
  • TikTok share card is a viral acquisition loop TypingMind cannot bolt on
  • Shared keychain group with AskRouter — one BYOK keystroke, two apps
  • Positioning: "TypingMind for people who don't know which model is their favorite"

7. Deep Dive: LMArena (formerly Chatbot Arena / LMSYS)

🏛 LMArena: The Category Benchmark, Not a Product

13M monthly web visits • a16z-seeded January 2026 • Free forever • No official iOS/Android app • Cited in every major AI paper • API benchmarking licenses to labs

Strengths

  • Industry-reference leaderboard — the Billboard Chart of LLMs
  • Pioneered anonymous side-by-side voting mechanic AIDojo uses
  • Cited by OpenAI, Anthropic, Google, DeepMind in every launch post
  • a16z Jan 2026 seed round — resource-rich for expansion
  • Deep academic / LLM-researcher fandom in r/LocalLLaMA, HackerNews
  • Trust asset — "Chatbot Arena says X" is widely accepted signal
  • Anonymous model IDs prevent user bias — clean signal
  • Zero user cost — 100% free forever via research-grant funding

Weaknesses & Vulnerabilities

  • Web-first — no official iOS or Android app as of April 2026
  • Aggregates the world — can't tell you which model you prefer
  • No push notifications, no daily cadence, no habit retention
  • No offline history — votes aren't saved to the user's device
  • No streak, no personality profile, no edutainment framing
  • No TikTok share card — research mechanics aren't shareable
  • Third-party "LMArena AI Mobile" on App Store is a knockoff (not official)
  • Deliberately non-consumer — will not pivot to mobile habit loop

User Complaints (2025–2026)

  • "It tells me the world's favorite, not mine"
  • "No iOS app — clunky on mobile Safari"
  • "Nothing to come back to the next day"
  • "The knockoff 'LMArena AI Mobile' on the App Store tricked me"
  • "Can't save my vote history to study my own preferences"
  • "Anonymous models is fun once, frustrating after five rounds"

AIDojo Angle

  • Complementary: LMArena is the category brand, AIDojo is the consumer product
  • Explicit positioning: "LMArena but for you, on your phone, every day"
  • AIDojo saves votes — LMArena doesn't, so personalization lives in AIDojo
  • Daily challenge is the habit loop LMArena will never build
  • Native iOS + widget + App Intents — LMArena's explicit negative space
  • Cite LMArena's ratings in-app as "global consensus" to build credibility
  • No legal risk — different product shape, different audience, different brand

8. Deep Dive: Arcane, Sider, Duolingo Max & Khanmigo

📱 Arcane / SideBySide AI — iOS Incumbent, Shallow Hook

4.3 ★ • ~150K iOS installs • $6.99/mo or $39.99/yr • Cloud-proxied ChatGPT + Claude + Gemini • TikTok "compare AI" videos driver

Strengths

  • First iOS-native three-model side-by-side view
  • TikTok marketing playbook already refined — AIDojo borrows directly
  • Apple Search Ads footprint on "compare AI"
  • Non-BYOK onboarding — zero friction first-run

Weaknesses

  • "Just three chat windows glued together" — recurring review quote
  • No scoring, no learning loop, no AI-taste personality
  • No daily prompt, no streak, no push habit
  • Cloud-proxied = margin squeeze + privacy question marks
  • No TikTok 1080×1920 portrait export
  • Novelty churn by week 2 per review pattern

User Complaints

  • "Works for a week, then nothing brings me back"
  • "$6.99/mo is steep for no real learning"
  • "Would be 5-star if it just told me which is best for me"
  • "No export to share — I screenshot and edit manually"

AIDojo Angle

  • Daily challenge + streak + AI-taste profile = the hook Arcane skipped
  • BYOK — users pay providers directly, not Arcane's proxy margin
  • TikTok export auto-loops back into Arcane's acquisition channel
  • $1.99 unlock undercuts $6.99/mo — payback after week 1 for any user

🧑 Sider & Duolingo Max & Khanmigo — Adjacent, Not Direct

Sider: $4.20–$16.70/mo, Chrome/Edge extension with AI Group Chat. Duolingo Max: $29.99/mo or $168/yr, AI Roleplay + Video Call, language-locked. Khanmigo: $4/mo learner, $9/mo family, 100% free for teachers — but subject-locked.

Adjacency Strengths

  • Sider proves browser users want side-by-side AI comparison
  • Duolingo Max proves $14–$29.99/mo for AI-powered daily habit works at scale
  • Khanmigo proves "AI literacy" framing lands with parents and educators
  • All three validate the daily-habit-with-AI subscription shape

Why They're Not a Threat

  • Sider is a browser extension — no iOS habit shell
  • Duolingo Max is language-pedagogy locked — can't evaluate ChatGPT vs Claude
  • Khanmigo is curriculum-locked to Khan Academy subject tree
  • None have BYOK — can't serve the power-user funnel AIDojo feeds
  • None pivot mid-subject to compare underlying model choice

User Complaints

  • Sider: "Need an iOS app, browser-only is a deal-breaker"
  • Duolingo Max: "$14–$29.99/mo is a lot when only Roleplay is unique"
  • Khanmigo: "Great for homework, useless for anything else"
  • All three: "Locked to their own content — can't bring my own prompt"

AIDojo Angle

  • iOS-native daily habit — Sider can't ship this without rebuilding
  • Open-prompt — Duolingo/Khanmigo deliberately closed to their content
  • $1.99 + $2.99/mo undercuts all three on raw price
  • "Duolingo-for-AI-literacy" is AIDojo's claimed positioning — no one else can honestly use it
  • ASO whitespace: "AI literacy daily", "prompt duel", "AI taste test" all uncontested

9. Competitive Moat

Five structural advantages that compound into a defensible position. Poe can't pivot off credits without tanking $100M+ ARR. TypingMind can't gamify without losing power-user trust. LMArena won't ship an iOS habit. Arcane can't add BYOK without killing proxy margin. None of them can copy all five moves at once.

🗝

BYOK + Keychain Share with AskRouter

One BYOK setup, two apps. Shared keychain group group.com.dreamseeds.ai means AIDojo and AskRouter both read the same user-owned keys. Poe can't do this (no BYOK). Arcane can't (cloud proxy). TypingMind can't (no second consumer app).

🧠

On-Device AI-Taste Classifier

Apple Foundation Models classify 30 days of user votes into a personality profile ("you prefer Claude for writing, ChatGPT for code"). No cloud, no backend, no leak. LMArena produces global opinions; AIDojo produces yours. This is the only thing in the category that answers "which AI fits me?"

📅

Daily-Habit Edutainment Shape

Duolingo proved "60-second daily streak" beats every pro-grade product on retention. AIDojo is the first to apply that shape to AI literacy. Poe, TypingMind, Arcane are all task-driven; none push, none streak, none recap. Adding a streak at Poe's scale would tank chat minutes, so they won't.

📱

Portrait TikTok Share Card as Viral Loop

ImageRenderer to 1080×1920 with prompt, 3 answers, user's vote, and taste stat. "Day 12 of asking every AI 'what's my personality?'" cards are inherently shareable. Arcane has no export, Poe can't watermark its own brand in, LMArena has no user history. AIDojo's acquisition cost drops every week the share cards spread.

💰

$1.99 + $2.99/mo Price Floor

A 120x price gap against Poe Standard ($19.99/mo) and a 10x gap against Arcane ($6.99/mo). "Break even with one cancelled Claude Pro" is a genuine message. Poe can't match without blowing $100M+ ARR. Arcane can't without bleeding proxy margins. AIDojo's willingness to stay free-to-try keeps the floor.

WHITE-SPACE MAP

AIDojo

iOS daily habit • BYOK • 3-model parallel • On-device AI-taste • 1080×1920 TikTok export • $1.99 lifetime + $2.99/mo

Shape: Duolingo-for-AI

Price: $1.99 + $2.99/mo

Closest Competitor (Arcane)

iOS-native • Cloud-proxied • 3-model • No daily challenge • No taste profile • No export • 2-week churn

Shape: Novelty compare

Price: $6.99/mo recurring

10. Marketing Positioning

Primary Tagline

"Which AI fits you? Duel daily. Find out."

Leads with the personal-discovery frame (not "compare AI models" which every competitor already owns). The word "duel" borrows the word everyone is already saying. "Fits you" signals personalization — the exact gap LMArena and Arcane leave open.

vs. Poe

"Stop paying rent to the middleman. Bring your own key."

Targets Poe's #1 Reddit complaint: credit roulette. BYOK + one-time unlock are both structurally cheaper. "Rent to the middleman" is a Poe user's own language re-weaponized. Easy TikTok hook: "I cancelled Poe's $19.99/mo, here's what I use instead."

vs. TypingMind

"TypingMind for people who don't know which model is their favorite yet."

Concedes TypingMind's power-user supremacy (don't attack their base) and positions AIDojo as the top-of-funnel discovery step. "Use AIDojo to find your model, then graduate to TypingMind" is a co-existence story that doesn't threaten their ICP.

vs. LMArena

"LMArena tells the world. AIDojo tells you."

Respectful of LMArena's authority (don't attack an a16z-seeded research brand), then flips the scope: global vs. personal. "They rank for everyone. We rank for you." Invites LMArena citation in-app as social proof without competing for the same user session.

vs. Arcane

"Side-by-side is the start, not the product."

Targets Arcane's 2-week churn directly: three chat windows is cool for a week, then what? AIDojo is the daily habit on top of the compare view. "Compare is table stakes. The learning loop is the product." $1.99 undercuts $6.99/mo on install.

App Store Title + Subtitle

"AIDojo: Compare AI Models"

25/30 chars. Subtitle: "Daily prompt duel • BYOK" (25/30). Primary: Education (secondary: Productivity). ASO keyword whitespace: "prompt duel", "AI taste test", "AI literacy daily", "BYOK AI chat" — all uncontested.

TARGET USER PERSONAS

The Triple-Subscriber

Pays $60+/mo for ChatGPT Plus + Claude Pro + Gemini Advanced. Wants to cancel one but doesn't know which. $1.99 pays back in a week.

The TikTok Prompt Creator

Already making "ChatGPT vs Claude" reaction videos. AIDojo's portrait export saves 30 min of editing. Becomes a distribution node.

The Student / AI-Curious 18–24

Can't afford $20+/mo subscriptions. BYOK free-tier ChatGPT + Claude + Gemini keys, pays $1.99 once. Learns "AI taste" as a literacy skill.

The AskRouter Funnel User

Installs AIDojo via a TikTok share card. Shared keychain means one BYOK setup. Converts to AskRouter for utility routing once taste is clear.

11. Ship Sequence & Defensible Motions

Phase 1 (Launch — 6 weeks)

  • • Ship Free tier + $1.99 Pro Unlock first — no taste sub at launch
  • • Three-screen BYOK onboarding with provider deep links (OpenAI, Anthropic, Google)
  • • Day-one portrait TikTok export — even on free tier with watermark
  • • ASO: "prompt duel", "AI taste test", "chatgpt vs claude" — all uncontested
  • • Seed in r/LocalLLaMA, r/OpenAI, r/ClaudeAI: "I built LMArena as an iOS daily habit"
  • • Pre-record 5 TikTok demos: "Day 1 of asking every AI the same weird question"

Phase 2 (12 weeks)

  • • Ship $2.99/mo Taste Sub once 30+ days of vote data lives on typical device
  • • Foundation Models AI-taste classifier + weekly recap push
  • • Premium prompt packs: Creative, Coding, Roast Mode, Life Advice ($0.99–$2.99 each)
  • • Home Screen widget: "Today's winner", streak counter, next prompt
  • • Pitch The Verge / TechCrunch: "The iOS app LMArena never built"
  • • Shared-keychain integration with AskRouter for cross-install funnel

Phase 3 (6 months)

  • • App Intents + Shortcuts: "Hey Siri, run today's AI duel"
  • • Apple Watch complication showing today's winner
  • • AskRouter cross-promotion card in the weekly recap
  • • Expand model list: Grok, DeepSeek, Llama 4 — ride new-release news cycles
  • • Apple Search Ads on "compare AI", "ai taste", "prompt duel"
  • • Creator partnership: invite TikTok prompt-engineering creators to ship prompt packs

Defensive Moves

  • • Keep BYOK core — Poe / Arcane can't copy without torching their proxy margin
  • • Keep taste classifier on-device — LMArena would need new infra to personalize
  • • Monthly prompt-pack refresh — novelty churn is the Arcane failure mode, avoid it
  • • Trademark "AI Taste Test" and "Prompt Duel" phraseology
  • • If habit retention weak by month 3, pivot to AskRouter-marketing-wedge framing
  • • Monitor Apple Intelligence roadmap — ship shortcuts integration before any first-party "compare" feature