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 (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
- Model A: Current (Free Logged-In)
- Model B: Proposed (Paid Account Always)
Three access levels. Logged-in tracking is free. AI is the paywall.
Live add-ons: Historical Import (29.99 / $49.99 one-time, Pro only).
| Tier | Price | Login | AI | What’s Inside |
|---|---|---|---|---|
| Guest | $0 | — | — | Browse 5,226+ strains, label scanner, strain music, activity recs, blog |
| Free | $0 | Yes | — | Everything in Guest + stash, favorites, manual order entry, profile, submit strains |
| Pro | $12.99/mo | Yes | All current | Notebooks, stats, Gmail sync, receipt parsing, dispensary tracking, Suggest Strain, rankings, badges, Professor High |
| Studio (planned v4.0) | $19.99/mo | Yes | All + media | Pro + AI podcasts, video reports, strain art, session music, vanity referral, early access |
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)
| Feature | Model A | Model B |
|---|---|---|
| Browse 5,226+ strain profiles | Guest | Guest |
| Strain detail pages | Guest | Guest |
| High Family classification | Guest | Guest |
| Strain Discovery hub | Guest | Guest |
| Label Scanner | Guest | Guest |
| Strain Soundtracks (existing) | Guest | Guest |
| Activity Recommendations | Guest | Guest |
| Trending strains | Guest | Guest |
| Blog | Guest | Guest |
Tracking and personal data (the tier that moves)
| Feature | Model A | Model B |
|---|---|---|
| Stash tracking | Free | Basic ($5.99) |
| Favorites | Free | Basic |
| Manual text upload (orders) | Free | Basic |
| Submit strains | Free | Basic |
| Profile / preferences | Free | Basic |
| Rankings | Pro (planned v1.1) | Basic |
| Badges and achievements | Pro (planned v1.2) | Basic |
| Full strain-collection management | Pro | Basic |
| Stash history (read-only timeline) | Pro | Basic |
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)
| Feature | Model A | Model B |
|---|---|---|
| AI Notebooks (text reports) | Pro | AI Pro ($11.99) |
| Stats Dashboard (7 tabs) | Pro | AI Pro |
| Gmail order sync | Pro | AI Pro |
| Receipt parsing (photo) | Pro | AI Pro |
| Dispensary tracking | Pro | AI Pro |
| Suggest Strain | Pro | AI Pro |
| Professor High chat (planned) | Pro | AI Pro |
| Ask AI / Deep Research (planned) | Pro | AI Pro |
| Daily Stories (planned) | Pro | AI Pro |
| Menu Reports (planned) | Pro | AI Pro |
| Cannabis Coach (planned) | Pro | AI Pro |
| Shopping Agent (planned) | Pro | AI Pro |
| Safari / Chrome extension (planned) | Pro | AI Pro |
Unlimited / Creative / Future
| Feature | Model A | Model B |
|---|---|---|
| Historical Import (6mo / 12mo / full) | 29.99 / $49.99 add-on | AI Unlimited (included, full) |
| Unlimited notebooks on any topic | Pro | AI Unlimited |
| Generate notebooks from any past order | Pro (with import) | AI Unlimited |
| AI podcasts | Studio (v4.0) | AI Unlimited |
| Video reports | Studio (v4.0) | AI Unlimited |
| Strain art | Studio (v4.0) | AI Unlimited |
| Session music (terpene soundtracks) | Studio (v4.0) | AI Unlimited |
| Social post captions | Studio (v4.0) | AI Unlimited |
| AI music videos | Studio (v4.0) | AI Unlimited |
| Vanity referral code | Studio (v4.0) | AI Unlimited |
| Early access to new features | Studio (v4.0) | AI Unlimited |
| Priority generation queue | Studio (v4.0) | AI Unlimited |
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 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. 11.99 -> 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 19.99/mo (which exceeds $49.99 in 3 months and continues forever).
Side-by-side: pros, cons, risks
| Dimension | Model A (Current) | Model B (Paid-Account) |
|---|---|---|
| Funnel volume | High — free tier is the engagement engine | Lower — every account is a credit-card decision |
| Conversion rate (Free -> Paid) | Moderate (~5% target) | Moot — there is no “free logged-in” |
| Account-creation rate | High (no friction) | Significantly lower (paywall on signup) |
| ARPU per logged-in user | Low (most users are free) | High (everyone pays >= $5.99) |
| Top-of-funnel CAC efficiency | Better — SEO -> account is frictionless | Worse — SEO -> paywall is a cliff |
| Feature stickiness | High — free users have data they protect | Highest — paid users have already committed cash |
| Churn risk on price increase | Low (Pro is opt-in) | Higher — every billing cycle is a re-evaluation |
| Apple App Store review risk | Low — established model | Low — 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 fit | Studio is a clean v4.0 add | AI Unlimited absorbs all future AI features at one price |
| Add-on revenue | Historical Import = real one-time revenue | Folded into AI Unlimited (subscription instead) |
| Cannibalization risk | Studio risks pushing Pro users sideways | Basic risks pulling AI Pro users down |
| Free-to-Pro upgrade naturalness | Built into the design | Replaced 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.| Cohort | Users (steady state) | Price | MRR |
|---|---|---|---|
| Guest (browsers, no install) | n/a | $0 | $0 |
| Free | 9,500 | $0 | $0 |
| Pro | 500 | $12.99 | $6,495 |
| Studio (planned, ~20% of Pro) | 100 | $7 uplift | $700 |
| Historical Import (10% of Pro/yr) | 50/yr | ~$30 avg | ~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.| Cohort | Users | Price | MRR |
|---|---|---|---|
| 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 MRR | 3,000 paid accts | ~$28,950 |
Sensitivity table — Model B revenue by Basic capture rate
| Capture rate | Basic users | AI Pro (35% of Basic) | AI Unlimited (10% of Basic) | MRR | vs Model A |
|---|---|---|---|---|---|
| 5% | 275 | 165 | 50 | $4,805 | -34% worse |
| 10% | 550 | 330 | 100 | $9,610 | +31% better |
| 20% | 1,100 | 660 | 200 | $19,220 | +163% better |
| 30% | 1,650 | 990 | 300 | $28,830 | +294% better |
| 40% | 2,200 | 1,320 | 400 | $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 4.99 and not $6.99) for Basic
- $4.99 is impulse territory but signals “cheap” — risks devaluing the rest of the ladder.
- **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/mo + $1 framing for marketing (“less than a coffee per month to keep your stash safe”).
Why 12.99) for AI Pro
- 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).
- 11.99 = $17.98 makes the math always favor AI Pro over stacking add-ons, which simplifies the upsell.
- 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 (49.99 one-time) into recurring revenue — pays back the lost one-time SKU in 3 months.
- The 149.99/yr (37% annual discount) tier doubles as the lifetime-value anchor for power users.
Annual pricing (parallel to monthly)
| Tier | Monthly | Annual | Effective | Discount |
|---|---|---|---|---|
| Basic | $5.99 | $49.99 | $4.17/mo | 30% |
| AI Pro | $11.99 | $99.99 | $8.33/mo | 30% |
| AI Unlimited | $19.99 | $149.99 | $12.50/mo | 37% |
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:- 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.
- 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.
- 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.
- 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.
- 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
- ARPU per logged-in account at least doubles in every realistic scenario where Basic capture > 10%.
- Stronger product signal — paid users churn less than free users by every benchmark, and we filter out the dabblers at signup.
- 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.
- 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.
- Higher-quality user feedback loop. Paid users complain louder, in more useful ways, about specific things. Free users churn silently.
- Easier to introduce annual / lifetime / family plans because every account is already a paid account.
Recommended path forward
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.
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
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.
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.
Decision matrix
| Criterion | Weight | Model A | Model B | Hybrid (B with richer Guest) |
|---|---|---|---|---|
| Account growth volume | High | Best | Worst | Good |
| ARPU per logged-in user | High | Worst | Best | Good |
| Risk of catastrophic conversion drop | High | Lowest | Highest | Low |
| AI cost containment | High | Moderate | Best | Good |
| Marketing simplicity | Medium | Best | Worst | Moderate |
| Existing-user disruption | Critical | None | High (mitigated by grandfathering) | None |
| Long-term LTV ceiling | High | Moderate | Best | Best |
| App Store discoverability | Medium | Best | Worst | Good |
| Roadmap absorbability | Medium | Good | Best | Best |
| Weighted overall | Solid | High-variance | Recommended starting point |
Recommended sequence:
- Ship Model B (paid-account-default, no free trial).
- Measure for 90 days against the current Model A baseline.
- If results are clearly better, double down on Model B and add Basic at $4.99 if Pro conversion is weak.
- If results are ambiguous, expand the Guest tier (more pre-paywall value) before considering any trial-like mechanics.
- If results are clearly worse, revert to Model A and revisit only when AI media (Studio) ships.
Summary table — every plan in one view
| Plan | Login? | AI? | Price | Monthly Revenue (per 1,000 users) | Notes |
|---|---|---|---|---|---|
| Guest | No | No | $0 | $0 | The acquisition layer. Always free. |
| Free (Model A only) | Yes | No | $0 | $0 | The upgrade-hook layer. Eliminated in Model B. |
| Basic (Model B only) | Yes | No | $5.99/mo | $5,990 | All tracking, no AI. New tier. |
| Pro / AI Pro | Yes | Yes | 12.99/mo | 12,990 | All current AI features. |
| Studio / AI Unlimited | Yes | Yes + Future | $19.99/mo | $19,990 | All AI + media + future + historical import. |
Open questions to resolve before deciding
Do we have any data on willingness-to-pay for tracking-only?
Do we have any data on willingness-to-pay for tracking-only?
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.
What is the marginal cost of a Basic user?
What is the marginal cost of a Basic user?
Convex storage + sync is the only real cost. If it is under 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.
How does Apple feel about a hard paywall on signup?
How does Apple feel about a hard paywall on signup?
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.
Does Basic cannibalize AI Pro?
Does Basic cannibalize AI Pro?
The risk is that users who would have paid 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.
What about existing Pro subscribers?
What about existing Pro subscribers?
No change. They keep their entitlement at their current price. New Pro subscribers post-switch sign up at the new 12.99 gets grandfathered until they cancel.
Are there family / household plans?
Are there family / household plans?
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.
Related
- 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
