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Status: Brainstorm Phase: Pricing decision | Tier: All Tiers Companion docs: Pricing Strategy | Tier Comparison

Why this page exists

The High IQ mobile app currently runs a three-tier access model — Guest (no login), Free (logged in), Pro (12.99/mo),withStudio(12.99/mo), with **Studio** (19.99/mo) planned for v4.0. That model treats logged-in tracking (stash, favorites, manual order entry) as free, and puts every AI feature behind Pro. A different structural option is on the table: make every logged-in account a paid account, and split paid users into three rungs based on what they actually use — non-AI tracking, current AI features, and unlimited / future AI features. This page lays the two models next to each other so we can see exactly what we gain, what we lose, and which one is more likely to maximize lifetime revenue and profit. This is a comparison page. It does not pick a winner inside the doc — it surfaces the trade-offs clearly enough that the decision becomes obvious once we look at the numbers.

The two models at a glance

Three access levels. Logged-in tracking is free. AI is the paywall.
TierPriceLoginAIWhat’s Inside
Guest$0Browse 5,226+ strains, label scanner, strain music, activity recs, blog
Free$0YesEverything in Guest + stash, favorites, manual order entry, profile, submit strains
Pro$12.99/moYesAll currentNotebooks, stats, Gmail sync, receipt parsing, dispensary tracking, Suggest Strain, rankings, badges, Professor High
Studio (planned v4.0)$19.99/moYesAll + mediaPro + AI podcasts, video reports, strain art, session music, vanity referral, early access
Live add-ons: Historical Import (14.99/14.99 / 29.99 / $49.99 one-time, Pro only).
The single biggest difference: Model A keeps logged-in tracking free and uses AI as the only paywall. Model B charges from the moment you create an account, on the bet that the privilege of having an account that holds your data is itself worth $5.99/mo, and that AI is a separate climb on top of that.

Feature-by-feature: who gets what

This is the same feature set as the Tier Comparison page, but mapped against both models so we can see exactly which features move tiers under Model B.

Browse and discovery (no change between models)

FeatureModel AModel B
Browse 5,226+ strain profilesGuestGuest
Strain detail pagesGuestGuest
High Family classificationGuestGuest
Strain Discovery hubGuestGuest
Label ScannerGuestGuest
Strain Soundtracks (existing)GuestGuest
Activity RecommendationsGuestGuest
Trending strainsGuestGuest
BlogGuestGuest

Tracking and personal data (the tier that moves)

FeatureModel AModel B
Stash trackingFreeBasic ($5.99)
FavoritesFreeBasic
Manual text upload (orders)FreeBasic
Submit strainsFreeBasic
Profile / preferencesFreeBasic
RankingsPro (planned v1.1)Basic
Badges and achievementsPro (planned v1.2)Basic
Full strain-collection managementProBasic
Stash history (read-only timeline)ProBasic
Model B promotes rankings, badges, and basic collection management down from Pro to Basic. The reasoning: these are gamification + tracking features, not intelligence features. They reward identity and engagement, which is exactly what the Basic tier is selling.

Intelligence (current AI features)

FeatureModel AModel B
AI Notebooks (text reports)ProAI Pro ($11.99)
Stats Dashboard (7 tabs)ProAI Pro
Gmail order syncProAI Pro
Receipt parsing (photo)ProAI Pro
Dispensary trackingProAI Pro
Suggest StrainProAI Pro
Professor High chat (planned)ProAI Pro
Ask AI / Deep Research (planned)ProAI Pro
Daily Stories (planned)ProAI Pro
Menu Reports (planned)ProAI Pro
Cannabis Coach (planned)ProAI Pro
Shopping Agent (planned)ProAI Pro
Safari / Chrome extension (planned)ProAI Pro

Unlimited / Creative / Future

FeatureModel AModel B
Historical Import (6mo / 12mo / full)14.99/14.99 / 29.99 / $49.99 add-onAI Unlimited (included, full)
Unlimited notebooks on any topicProAI Unlimited
Generate notebooks from any past orderPro (with import)AI Unlimited
AI podcastsStudio (v4.0)AI Unlimited
Video reportsStudio (v4.0)AI Unlimited
Strain artStudio (v4.0)AI Unlimited
Session music (terpene soundtracks)Studio (v4.0)AI Unlimited
Social post captionsStudio (v4.0)AI Unlimited
AI music videosStudio (v4.0)AI Unlimited
Vanity referral codeStudio (v4.0)AI Unlimited
Early access to new featuresStudio (v4.0)AI Unlimited
Priority generation queueStudio (v4.0)AI Unlimited
In Model B, Historical Import is no longer a separate one-time SKU. Buying “AI Unlimited” is the way to get the full archive. This trades a $49.99 one-shot purchase for a subscription that re-pays itself every ~3 months while adding everything else as well.

What each model is really betting on

Model A is betting that…

  • Free is a real feature. A free logged-in tier creates investment (stash, favorites) before the paywall. The user has data they do not want to lose, which lifts conversion.
  • AI is the universal paywall. Every AI feature is gated, and AI is what people will pay for. Tracking is free because tracking is not the moat.
  • A high free-to-paid funnel matters more than ARPU at the bottom. Capturing as many free accounts as possible expands the eventual paid pool.
  • Studio (v4.0) lifts ARPU later. When AI media ships, the most engaged users move from 12.99to12.99 to 19.99 without disrupting today’s structure.

Model B is betting that…

  • An account is itself the product. If you want your data persisted on our servers, in the cloud, with sync across devices, that is worth $5.99/mo on its own. Free email, free Notion, free everything has trained users to expect this — but the cannabis vertical has fewer free incumbents and a higher willingness to pay.
  • The paid-only floor lifts ARPU dramatically. Today, the average revenue per logged-in user is dragged down by the free tier. Model B forces every account to pay something, which uplifts ARPU on every logged-in user.
  • AI is a climb, not a wall. 5.99>5.99 -> 11.99 -> 19.99isaladderofupsell,notabinary"youpayoryoudont."Mostusersthatpay19.99 is a *ladder* of upsell, not a binary "you pay or you don't." Most users that pay 5.99 will eventually try AI Pro.
  • Historical import is a retention hook, not a one-time SKU. Folding it into AI Unlimited turns a one-shot 49.99intorecurring49.99 into recurring 19.99/mo (which exceeds $49.99 in 3 months and continues forever).

Side-by-side: pros, cons, risks

DimensionModel A (Current)Model B (Paid-Account)
Funnel volumeHigh — free tier is the engagement engineLower — every account is a credit-card decision
Conversion rate (Free -> Paid)Moderate (~5% target)Moot — there is no “free logged-in”
Account-creation rateHigh (no friction)Significantly lower (paywall on signup)
ARPU per logged-in userLow (most users are free)High (everyone pays >= $5.99)
Top-of-funnel CAC efficiencyBetter — SEO -> account is frictionlessWorse — SEO -> paywall is a cliff
Feature stickinessHigh — free users have data they protectHighest — paid users have already committed cash
Churn risk on price increaseLow (Pro is opt-in)Higher — every billing cycle is a re-evaluation
Apple App Store review riskLow — established modelLow — but a hard paywall on signup gets more scrutiny
Marketing simplicity”It’s free, with a Pro upgrade""Three tiers, starting at $5.99” — needs more explanation
Long-term product roadmap fitStudio is a clean v4.0 addAI Unlimited absorbs all future AI features at one price
Add-on revenueHistorical Import = real one-time revenueFolded into AI Unlimited (subscription instead)
Cannibalization riskStudio risks pushing Pro users sidewaysBasic risks pulling AI Pro users down
Free-to-Pro upgrade naturalnessBuilt into the designReplaced by Basic-to-AI-Pro

Revenue modeling: Model A vs Model B at the same scale

To compare apples to apples, assume the same top-of-funnel: 10,000 monthly app installs. The difference is what happens after install.

Model A (Current)

Standard freemium funnel. 95% of installs become Free, 5% of Free converts to Pro over time.
CohortUsers (steady state)PriceMRR
Guest (browsers, no install)n/a$0$0
Free9,500$0$0
Pro500$12.99$6,495
Studio (planned, ~20% of Pro)100$7 uplift$700
Historical Import (10% of Pro/yr)50/yr~$30 avg~1,500/yr(1,500/yr (125/mo)
Total MRR~$7,320

Model B (Paid-Account)

Account creation friction reduces sign-ups by ~60-70% (this is the key risk). But every account that does sign up pays. Assume 30% of would-be Free users convert to Basic, and within Basic, 35% climb to AI Pro and 10% reach AI Unlimited.
CohortUsersPriceMRR
Guest (no account)unlimited$0$0
Basic ($5.99)1,650$5.99$9,884
AI Pro ($11.99)990$11.99$11,870
AI Unlimited ($19.99)360$19.99$7,196
Total MRR3,000 paid accts~$28,950
The 30% capture assumption is the ballgame. If only 10% of would-be Free users will pay 5.99tocreateanaccount(insteadof305.99 to create an account (instead of 30%), Model B revenue drops to ~9,650/mo and is roughly equivalent to Model A. If the rate is 5%, Model B underperforms Model A. The decision rests on a single empirical question that we can answer with a paywall A/B test before fully committing.

Sensitivity table — Model B revenue by Basic capture rate

Capture rateBasic usersAI Pro (35% of Basic)AI Unlimited (10% of Basic)MRRvs Model A
5%27516550$4,805-34% worse
10%550330100$9,610+31% better
20%1,100660200$19,220+163% better
30%1,650990300$28,830+294% better
40%2,2001,320400$38,440+425% better
Break-even capture rate is roughly 7.5%. Above 7.5%, Model B is more profitable than Model A. Below 7.5%, Model A wins. Most cannabis-tracking tools historically convert under 2% of installs to paid, but they are competing against truly free alternatives. With no free logged-in tier as a fallback, the conversion rate is closer to a paid-app conversion rate (10-30% on the App Store for utility apps with strong value props).

Pricing psychology — what each tier signals

Why 5.99(not5.99 (not 4.99 and not $6.99) for Basic

  • $4.99 is impulse territory but signals “cheap” — risks devaluing the rest of the ladder.
  • **5.99isstillunderthe5.99** is still under the 6 mental threshold but earns 20% more revenue per Basic user vs $4.99.
  • $6.99 crosses the perceived “premium tier” line and may pull users either down to Guest or up to AI Pro — both bad outcomes for Basic specifically.
  • 5.99isalsoacleaner5.99 is also a cleaner 5/mo + $1 framing for marketing (“less than a coffee per month to keep your stash safe”).

Why 11.99(not11.99 (not 12.99) for AI Pro

  • 12.99istheexistingProprice,so12.99 is the existing Pro price, so 11.99 represents a deliberate $1 price cut on AI to soften the optics of charging for things that used to be free (rankings, badges, collection).
  • 5.99+5.99 + 11.99 = $17.98 makes the math always favor AI Pro over stacking add-ons, which simplifies the upsell.
  • The 6jumpfromBasictoAIProispsychologicallysymmetricwiththe6 jump from Basic to AI Pro is psychologically symmetric with the 8 jump from AI Pro to AI Unlimited — each step roughly doubles in value.

Why $19.99 for AI Unlimited

  • Matches the previously analyzed Studio price point (see Pricing Strategy).
  • Industry-standard “premium creative” price (Spotify Premium, Headspace, NotebookLM via Google AI Premium are all $11-20/mo).
  • Folds Historical Import (14.9914.99-49.99 one-time) into recurring revenue — pays back the lost one-time SKU in 3 months.
  • The 19.99/moand19.99/mo and 149.99/yr (37% annual discount) tier doubles as the lifetime-value anchor for power users.

Annual pricing (parallel to monthly)

TierMonthlyAnnualEffectiveDiscount
Basic$5.99$49.99$4.17/mo30%
AI Pro$11.99$99.99$8.33/mo30%
AI Unlimited$19.99$149.99$12.50/mo37%
Pushing annual on AI Unlimited harder is intentional — the deepest discount is reserved for the highest-LTV plan, which compresses churn risk and front-loads cash for the long-tail features (AI media generation costs are real).

What we lose if we switch to Model B

This is the part that should not be glossed over. Moving away from a free logged-in tier costs us real things:
  1. The “data hostage” lever disappears. Today, Free users build a stash and favorites. Their data is the reason they convert to Pro. In Model B, they never build that data unless they pay first. We lose the strongest in-product upgrade hook — having something to lose.
  2. Account growth slows down dramatically. Top-of-funnel for the SEO -> install -> sign-up pipeline narrows. Even if revenue per account is higher, total accounts drops. That has knock-on effects on social proof, network effects (rankings, leaderboards, community badges), and our marketable user count.
  3. App Store positioning shifts. “Free with in-app purchases” reads differently than “Subscription required.” Many users filter out the latter without ever opening the listing.
  4. The Free tier was the upgrade story. “Track your stash for free, upgrade for AI” is a well-understood pitch. “Pay $5.99 to track your stash, pay more for AI” is a harder pitch, especially against Leafly / Weedmaps / AllBud which all have free tracking.
  5. Historical Import as a one-time purchase generates revenue from users who never subscribe to AI. In Model B, those users would not exist — they would either be Basic (no historical import) or AI Unlimited (subscription).

What we gain if we switch to Model B

  1. ARPU per logged-in account at least doubles in every realistic scenario where Basic capture > 10%.
  2. Stronger product signal — paid users churn less than free users by every benchmark, and we filter out the dabblers at signup.
  3. AI cost containment. Every AI Pro and AI Unlimited user is paying for the AI cost of generation. There are no free-tier users hammering AI features that cost us money to serve.
  4. Cleaner roadmap framing. Future AI features ship into AI Unlimited automatically. There is no “is this a Pro feature or a Studio feature?” debate every quarter.
  5. Higher-quality user feedback loop. Paid users complain louder, in more useful ways, about specific things. Free users churn silently.
  6. Easier to introduce annual / lifetime / family plans because every account is already a paid account.

1

Don't switch cold-turkey

Migrating existing Free users to Basic = mass churn event. Anyone with a stash needs to be grandfathered as “Legacy Free” indefinitely. Only new accounts after the switch see the paid signup wall.
2

Run a 90-day paywall A/B test

Build the Model B onboarding (paywall on account creation) for a 25% randomized cohort of new app installs. Measure:
  • Account creation rate vs control
  • Day-7 retention vs control
  • Revenue per install (90 days) vs control
  • Apple App Store star rating impact
The break-even is 7.5% Basic capture. If we hit 12%+ in the test, ship Model B.
3

Hybrid as the soft-launch option

If A/B is ambiguous, lean into stronger pre-paywall value (richer Guest tier, better paywall messaging) rather than introducing a free trial. No free trials, ever is the brand and economic decision — see Rollout Plan.
4

Reuse the Studio plan for AI Unlimited

The product, pricing, and RevenueCat scaffolding for Studio is already designed (see Pricing Strategy). AI Unlimited is functionally Studio renamed and repositioned. No additional engineering work to introduce it under either model.
5

Keep Historical Import as a fallback one-time SKU

Even under Model B, keeping Historical Import available as a one-shot $49.99 purchase gives Basic users a way to spend money without subscribing to AI. This recaptures revenue from the “I’ll never subscribe to AI but I want my full history” segment.

Decision matrix

CriterionWeightModel AModel BHybrid (B with richer Guest)
Account growth volumeHighBestWorstGood
ARPU per logged-in userHighWorstBestGood
Risk of catastrophic conversion dropHighLowestHighestLow
AI cost containmentHighModerateBestGood
Marketing simplicityMediumBestWorstModerate
Existing-user disruptionCriticalNoneHigh (mitigated by grandfathering)None
Long-term LTV ceilingHighModerateBestBest
App Store discoverabilityMediumBestWorstGood
Roadmap absorbabilityMediumGoodBestBest
Weighted overallSolidHigh-varianceRecommended starting point
Recommended sequence:
  1. Ship Model B (paid-account-default, no free trial).
  2. Measure for 90 days against the current Model A baseline.
  3. If results are clearly better, double down on Model B and add Basic at $4.99 if Pro conversion is weak.
  4. If results are ambiguous, expand the Guest tier (more pre-paywall value) before considering any trial-like mechanics.
  5. If results are clearly worse, revert to Model A and revisit only when AI media (Studio) ships.
This sequence captures the upside of Model B without taking on the full downside risk.

Summary table — every plan in one view

PlanLogin?AI?PriceMonthly Revenue (per 1,000 users)Notes
GuestNoNo$0$0The acquisition layer. Always free.
Free (Model A only)YesNo$0$0The upgrade-hook layer. Eliminated in Model B.
Basic (Model B only)YesNo$5.99/mo$5,990All tracking, no AI. New tier.
Pro / AI ProYesYes11.9911.99-12.99/mo11,99011,990-12,990All current AI features.
Studio / AI UnlimitedYesYes + Future$19.99/mo$19,990All AI + media + future + historical import.

Open questions to resolve before deciding

Survey 100 current Free users with a single question: “Would you pay $5.99/mo to keep your stash, favorites, and order history?” Yes/No is enough. If under 40% say yes, Model B is high-risk. If over 60% say yes, Model B is the strong play.
Convex storage + sync is the only real cost. If it is under 0.10/moperuser,Basicisessentiallypuremargin(northof0.10/mo per user, Basic is essentially pure margin (north of 5.89/mo gross profit). If we are paying $1+/mo for AI features that we accidentally let Free users access, switching to Model B closes that leak.
Apple App Store rules permit hard paywalls on signup. A free trial would lift conversion in absolute terms but introduces low-intent users, AI/server cost on non-paying users, and trial-churn behavior in the first 30 days. Apple’s automatic 14-day refund window provides the same risk reversal effect without us marketing a free trial. High IQ ships with no free trials, ever.
The risk is that users who would have paid 12.99forProunderModelAinsteadpay12.99 for Pro under Model A instead pay 5.99 for Basic under Model B and never upgrade. The countermeasure is making AI features extremely visible inside Basic — preview thumbnails, blurred content, locked-state UI — so Basic users feel the gap every day. This is the same upgrade-hook design pattern documented in Pricing Strategy.
No change. They keep their entitlement at their current price. New Pro subscribers post-switch sign up at the new 11.99price(orwhateverfinalpricewelandon).Anyonepaying11.99 price (or whatever final price we land on). Anyone paying 12.99 gets grandfathered until they cancel.
Out of scope for this comparison, but worth flagging. Once every account is paid, a family plan ($24.99 for 4 accounts on AI Pro, e.g.) becomes a clean LTV expansion play. Hold for v2 of Model B.

  • Pricing Strategy — Original three-option analysis (Studio, Add-Ons, Hybrid)
  • Tier Comparison — Full feature-by-tier matrix for Model A
  • What’s in Pro — Customer-facing version of the current model
  • Roadmap — When Studio / AI Unlimited features actually ship