The best bets for your venture idea, re-ranked with fresh evidence

What the evidence says

• OU Daily reports students citing roaches and poor conditions in off-campus housing and asking for better apartment rating systems and guidance. [1]
• College Pads calls itself the official OU marketplace and lists properties, maps and landlord contacts. The OU Housr page mentions verified housing providers. Neither page I opened mentions resident ratings or reviews. [2] [3]
• Review pools look thin even for a student-focused complex: Millennium Student Living shows 35 Yelp reviews and 8 on ApartmentRatings. [4] [5]
• Find My Place lists 19 Norman properties, and its Aug 2026 article gives student ratings for three of them (Millennium 4.0 out of 5, Montara Park 2.7, The 2900 1.3). I couldn't see how many reviews back each rating or whether the other 16 have any. Its home page features other campuses. [6] [7]
• A competitor's article says only Find My Place and ApartmentRatings confirm that a reviewer actually lived there, while Google, Yelp and Reddit don't. Treat that as a claim, not a finding. [8]

What is new since the Sep 23 atlas

• Sep 24: Housr's official OU launch advertises listings, roommate matching, discounts and community resources, and still no ratings. [9]
• Find My Place's Norman ratings mean this space is no longer empty. Your edge would be depth, verification and landlord replies, not being first. [6]

Solution

Week one is a web form and a landing page. Renters prove residency (a lease page or utility bill with details blurred, or a .edu email plus address), answer eight questions and get a public score. Publish scorecards for the roughly 20 complexes near campus and let landlords claim a page and reply.

Value

Renters learn about pests, maintenance and deposit fights before they sign. Good landlords get a fair, verified reputation and a way to answer complaints.

Who pays

Property owners and managers

Revenue: what I found, and what is only a guess

• The payer is property owners and managers, who already pay to be found. Find My Place charges private owners $20 per unit per month for a regular listing and $40 for a featured one. [7]
• Housr sells local businesses packages at $199, $349 or $599 a month with a three-month minimum, which shows what marketing to OU students costs today. [11]
• Use these as anchors in landlord interviews. They are not proof that a Norman landlord would pay for a review page.

Who else is here

Test it in a week

1. Days 1 to 2: ask 15 renters to rate their own complex on the eight questions, show them Find My Place's Norman page and record what's missing.
2. Days 3 to 5: collect five verified reviews from friends and post a one-page scorecard for one complex.
3. Days 5 to 6: show the scorecard to three landlords or leasing agents and ask what they would pay for a claimed page.

Drop it if

• Most renters say Google, Yelp or friends are good enough.
• You can't get five verified reviews from people you know in two days.
• Every landlord says they'd never pay for a page or a reply tool.

Interview plan

Who

Students who signed or renewed a lease near OU in the last 18 months (aim for 12), plus 3 leasing agents or landlords.

Where

Class group chats, apartment lobbies and laundry rooms, Greek houses, Campus Corner.

Screener

Rented off campus near OU in the last 18 months.

First question

Tell me about the best or worst thing about your place that you only learned after moving in.

Then ask

What did you check before you signed, and where did you look?; What did it cost you, in money or time, when something went wrong?

Timing

Works any week. Leasing for 2027-28 starts early, so renters are already thinking about it.

Access 5/5

Every renter is a student; screen for near-campus leases.

Pain 4/5

OU Daily documents the complaint, and review pools for big complexes look thin.

Spend 4/5

Landlords already pay per unit elsewhere; willingness in Norman is untested.

Prototype 4/5

A form plus a landing page is enough for week one.

Whitespace 2/5

Find My Place lists 19 Norman properties and shows ratings for at least three; OU's official channels show no reviews.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• FTC: about 65,000 rental-scam reports and $65 million in reported losses from Jan 2020 to Jun 2025, with a median loss of $1,000. People 18 to 29 were three times as likely to report a loss, the FTC flags college students who use Facebook groups to find housing, and Facebook accounted for about half of reported scams in the year to June 2025. [12]
• In Aug 2024, OUPD warned that scammers were posing as season-ticket sellers with fraudulent OU student ID cards, asking buyers for a photo of their ID and never delivering tickets. [13]
• OU's 2026 student ticket policy sets prices and rules (guest tickets cost full public face value) but doesn't address resale or transfer. [14]
• The official OU housing marketplace page I opened lists properties and landlord contacts but doesn't mention sublets, roommate matching or tenant verification. [2]
• Move-out is a national waste spike: the University of New Hampshire's monthly waste rose from about 25 to 105 tons in May. I found no OU figure. [15]

What is new since the Sep 23 atlas

• Housr's Sep 24 launch lists listings and roommate matching, not subleases, and the official marketplace page shows no sublets either. [9] [2]
• OU's ticket policy is silent on resale, which is the gap the 2024 OUPD scam warning shows students filling on their own. [14] [13]

Solution

Start as a verified sublease board: a Sooner ID or .edu check, a lease-transfer checklist that reminds the sublessor to get landlord approval, and a deposit-handling guide. Add tickets and furniture once you have users.

Value

Sellers fill rooms faster with less spam, and buyers get a trust signal and a checklist instead of a gut feeling.

Who pays

Users (small fees) and property owners (featured listings)

Revenue: what I found, and what is only a guess

• Featured lease-transfer listings: Find My Place sells featured lease-transfer placement and charges $20 to $40 per unit per month for listings. [7]
• A small per-transaction fee is the obvious model but has no local price anchor. Test it with 15 students.

Who else is here

Test it in a week

1. Days 1 to 3: interview 15 students who subleased, bought tickets from another student or sold furniture at move-out, and ask how they verified the other person.
2. Days 3 to 5: post a fake-door landing page ('Verified OU sublets') with an email signup and count signups.
3. Days 5 to 6: ask three property managers whether they allow subleases and would promote a verified board.

Drop it if

• Renters say their Facebook group works fine and nobody has felt a scam.
• OU or its ticketing terms don't allow peer resale. Check before you build the tickets piece.
• You can't seed both sides (people leaving and people looking) in a week.

Interview plan

Who

Students who subleased, bought tickets from a student, or sold furniture at move-out (aim for 15).

Where

Class chats, Greek houses, apartment lobbies.

Screener

Bought or sold something big to another student in the last year.

First question

Walk me through the last time you bought or sold something with another student.

Then ask

How did you know they were real?; What almost went wrong?

Timing

Sublease and move-out demand peaks in April to May and August, and tickets track home games (next: Oct 17). You can't watch transactions before Oct 1, so use recall.

This topic is Medium sensitivity. Ask how people verify, not whether they were scammed.

Access 4/5

Medium-sensitivity topic, so frame interviews around how people verify, not whether they were scammed.

Pain 4/5

The FTC and OUPD evidence is documented; OU-specific scam counts aren't public.

Spend 3/5

A featured-listing price anchor exists; a per-transaction fee is untested.

Prototype 3/5

Two-sided, but a sublease-only fake-door test is doable in a week.

Whitespace 3/5

Facebook dominates, and the official OU marketplace page shows no sublets or verification.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• OEQA (Mar 2026): educator-prep completions fell 39.3% from 2013 to 2024. In 2025-26, only 45.5% of first-year teachers had standard certification and 33.5% had emergency certification. First-year retention was 87% for standard-certified teachers versus 69% for emergency-certified. [16]
• OU launched PROPEL, fully funded by the Oklahoma State Department of Education, for emergency-certified teachers working toward full certification. About 40 teachers began the first cohort in June 2026, and a second cohort starts in May 2027. [17]
• July 2026 news coverage (search summary only; the articles were blocked) reports that emergency-certified teachers were 38.8% of first-year teachers in 2025 and that a survey of 300 districts counted 536 vacancies on Aug 1, with special education hardest to fill. That is a different year and definition from the OEQA figures above. [18]

What is new since the Sep 23 atlas

• OU's PROPEL (July 2026) shows the state pays for teacher support and covers coursework and professional support for about 40 teachers. Whether anyone coaches new teachers day to day is unverified. [17]

Solution

Eight five-minute classroom-management modules and a monthly peer call, piloted with OU education students who are student teaching.

Value

First-year teachers feel less alone and stay longer, and districts spend less on turnover.

Who pays

School districts or state grants

Revenue: what I found, and what is only a guess

• The payer would be districts or state grants. The state already pays for PROPEL in full, but I found no price for district professional development. [17]

Who else is here

Test it in a week

1. Interview OU education majors and student teachers first, and ask them for introductions to first-year teachers.

Drop it if

• Districts say they have mentoring covered.
• You can't reach 15 teachers or education students in time.

Interview plan

Who

OU College of Education students, student teachers, and first- and second-year teachers (aim for 15).

Where

The College of Education, student-teaching placements, alumni groups.

Screener

Teaching or preparing to teach in Oklahoma.

First question

Tell me about your hardest day in a classroom this year. What did you do?

Then ask

Who helped you, and what was missing?; What would you have paid for or asked your district for?

Timing

The pain is documented; the risk is reaching 15 teachers before Oct 1. Start with education majors.

Access 3/5

Teachers are harder to reach; education majors are the shortcut.

Pain 5/5

State data is strong.

Spend 3/5

The state funds PROPEL, but I couldn't find district PD prices.

Prototype 3/5

Modules are easy; testing with teachers is slower.

Whitespace 3/5

PROPEL covers certification coursework; day-to-day coaching is unverified.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• DoorDash Marketplace charges 15% (Basic), 25% (Plus) or 30% (Premier) commission on delivery orders and 6% on pickup orders, with no monthly fee. [19]
• ChowNow sells flat monthly plans ($229 to $449 a month depending on tier and billing) with commission-free direct orders plus 2.95% + $0.29 card processing. It says third-party commissions average 22%, which is a vendor claim. [20]
• Norman: closures around Campus Corner begin four hours before kickoff, and parking near the stadium is permit-only. [21]
• Campus Corner is four blocks of shops, restaurants and bars, a compact group of customers to reach. [22]
• National small-business survey (NFIB, Dec 2025): 10% of owners name poor sales as their single most important problem. [23]

What is new since the Sep 23 atlas

• DoorDash's commission tiers and ChowNow's flat prices are now confirmed on the vendors' own pages. The atlas listed online ordering as untested. [19] [20]
• Housr sells local merchants student-reach packages ($199 to $599 a month). It doesn't do ordering, but it shows Campus Corner owners can already buy student attention. [11]

Solution

A concierge pilot: one mobile menu and pre-order page with text confirmation for three restaurants, pickup windows before and after home games, and a shared QR code on Campus Corner.

Value

Owners keep more of each order and own the customer list. Students skip lines on game days.

Who pays

Restaurant owners

Revenue: what I found, and what is only a guess

• The payer is restaurant owners. Anchors: DoorDash 6% on pickup and 15% to 30% on delivery, ChowNow $229 to $449 a month, Housr $199 to $599 a month. [19] [20] [11]
• A price to test (my guess, not a fact): a flat monthly fee below ChowNow's, or a per-order fee below DoorDash's 6% pickup rate.

Who else is here

Test it in a week

1. Days 1 to 3: walk Campus Corner between 2 and 4 pm and interview 12 to 15 owners or managers.
2. Days 4 to 6: show three owners a mock pre-order page and ask what they would pay.

Drop it if

• Owners say delivery fees aren't their problem or they already have direct ordering.
• Owners won't move customers off the apps.
• You can't get past the front counter to reach owners.

Interview plan

Who

Owners and managers of Campus Corner restaurants and cafes (aim for 12 to 15).

Where

Walk-ins on weekday afternoons (2 to 4 pm), the Campus Corner Association, Instagram messages.

Screener

Takes pickup or delivery orders.

First question

Tell me about the last game-day Saturday. What happened to your orders and staffing?

Then ask

Which apps do you use for orders, and what does each one cost you?; What did you do the last time a road closure hurt you?

Timing

No home game until Oct 17, so ask about Sept 19 (New Mexico) and Sept 4 (UTEP).

Access 4/5

Owners are busy but walk-in friendly on four blocks.

Pain 3/5

The fees are documented; local pain is untested.

Spend 4/5

A clear payer with three price anchors.

Prototype 4/5

A mock menu page plus text confirmations.

Whitespace 3/5

Direct ordering exists; nothing Campus Corner or game-day specific turned up.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• OU lists more than 500 active registered student organizations. [24]
• OU's RSO resources page: renewals for 2026-27 opened Aug 24, 2026 and require updated officer rosters. RSOs must use OU Engage for events, funding and group management, and funding approval typically takes three to five weeks. The page has no officer-transition guidance and lists no required officer training. [25]
• OU Daily headline: 'Slightly blindsided': OU student organizations respond to lack of spring auxiliary funding from SGA. The article wouldn't load, so I can't describe the details. [26]
• Other universities publish officer-transition guides (Wayne State is one), and vendors sell roster and transition tools to universities. [27] [28]
• Campus guides describe recruitment, retention and engagement as standing problems for student orgs. [29] [30]

What is new since the Sep 23 atlas

• The OU RSO page confirms a three-to-five-week funding process and no transition guidance. The atlas only had the org count. [25]

Solution

A Notion or Google template plus reminder emails and a 30-minute handoff script. Later, a lightweight web app that puts OU deadlines (renewal, funding windows) on each org's calendar.

Value

New officers start with answers, and orgs lose less momentum each spring.

Who pays

Unclear (orgs, SGA or Student Affairs)

Revenue: what I found, and what is only a guess

• The payer is the open question. Candidates: orgs (dues), SGA or Student Affairs as a pilot sponsor, or national chapters. I found no price anchor, and the tools I saw are sold to universities. [28]
• Test whether an officer or advisor would pay $5 to $15 a month, or whether OU would sponsor a pilot. That number is my guess, not a fact.

Who else is here

Test it in a week

1. Days 1 to 3: interview 15 presidents, treasurers and secretaries, especially those who took over in the last year.
2. Days 4 to 6: give three orgs a one-page kit and check whether they fill it in.

Drop it if

• Officers say their advisor already holds the handoff.
• Nobody would adopt it unless OU required it.

Interview plan

Who

Presidents, treasurers and secretaries of OU RSOs, especially newly elected ones (aim for 15).

Where

Org meetings, the Union, OU Engage listings, Greek houses.

Screener

Took over an officer role in the last 12 months.

First question

Tell me about the moment you took over. What did you wish you'd been handed?

Then ask

Who did you ask when you got stuck?; What deadline or process surprised you?

Timing

Timely: renewals opened Aug 24, and fall is peak time for new officers.

Access 5/5

500+ orgs, and officers are students.

Pain 3/5

Turnover is a standing problem elsewhere; OU-specific pain isn't measured.

Spend 2/5

No payer identified yet.

Prototype 5/5

A template test takes a day.

Whitespace 3/5

OU Engage covers rosters; no handoff layer on the RSO page I opened.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• OU Daily: students say they must sign leases early to get premium rates, and no residence hall rooms are available to upperclassmen in 2026-27. Traditions Square is the only on-campus option. [1]
• 932 applications were on the Traditions Square waitlist as of Feb 16, 2026, and Traditions East becomes first-year housing. [31]
• The Regents' March 2026 agenda proposes a $145 meal-plan increase to $3,310 and hall-rate increases of roughly $95 to $260 depending on the hall. [32]
• OU's Class of 2030 is 6,437 students, a sixth straight record. Enrollment has far outpaced OU's 1% a year housing plan, and a 677-bed tower near campus isn't due until summer 2028. [33] [34]

What is new since the Sep 23 atlas

• Sep 11 report: Atmosphere Norman is the first new institutional student housing near campus in more than a decade and finishes in summer 2028, so the squeeze continues through 2027-28 leases. [34]
• Housr (Sep 24) and College Pads cover the search, and neither page I opened offers a cost or timing planner. [9] [2]

Solution

A calculator plus a dated email checklist. Enter your options and get an all-in monthly cost (rent, utilities, meal plan, parking) and a timeline for when to tour, apply and form a group.

Value

Students make the biggest housing decision of the year with a clear number and date, and stop signing early out of fear.

Who pays

Landlords (lead fees), if any

Revenue: what I found, and what is only a guess

• The payer would be landlords, on the lead-fee model Find My Place uses ($20 to $40 per unit per month for listings). [7]
• The catch: students won't pay, and Housr and College Pads already sell landlord reach, so a planner may be a feature rather than a company.

Who else is here

Test it in a week

1. Days 1 to 3: interview 15 sophomores and juniors and ask them to walk you through their last housing decision.
2. Days 3 to 5: build the calculator in a spreadsheet, watch five people use it and note what they ask.

Drop it if

• Students say they already know when to sign ('everyone signs in October') and cost isn't the problem.
• No landlord would pay for leads.

Interview plan

Who

Sophomores and juniors deciding where to live in 2027-28 (aim for 15).

Where

Class chats, dorm lounges, Greek houses, Traditions Square and Kraettli residents.

Screener

Has signed, or is choosing, a lease for next year.

First question

Walk me through how you decided where you'd live next year.

Then ask

When did you start looking, and what pushed you to sign when you did?; What numbers did you compare, and what did you leave out?

Timing

Timely: leasing pressure for 2027-28 builds through the fall.

Access 5/5

Every sophomore and junior is reachable.

Pain 4/5

Documented by OU Daily and the Traditions Square waitlist.

Spend 2/5

Students won't pay, and landlords already have two OU channels to reach them.

Prototype 4/5

A spreadsheet is enough to test it.

Whitespace 2/5

Search is covered by two OU channels; a cost and timing planner isn't on their pages.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Student Voice (Aug 2025): 50% of students say balancing academics with financial or family responsibilities stresses them. [35]
• A 2025 Quizlet survey (vendor; 2,000 people ages 18 to 28, half enrolled) found 55% of Gen Z college students hold a job or side hustle. [36]
• OU's Career Center runs Handshake, OU lists many student jobs, and supervisors set schedules around classes (search summary). [37]
• Instawork already sells temporary restaurant, catering and event staff in Norman. [38]
• Scheduling software has free tiers: Homebase's free plan covers one location with up to 20 employees and 7shifts' free tier covers up to 30 (vendor blog summary). [39]
• Oklahoma voters rejected the $15 minimum-wage question (SQ 832) on June 16, 2026, so the state minimum stays $7.25. [40]

What is new since the Sep 23 atlas

• Instawork and free scheduling tiers make a generic staffing app a poor bet. Only class-schedule matching is a wedge. [38] [39]

Solution

A concierge test. Put 10 students' class schedules and 3 businesses' shift needs in one sheet, match them by text and charge per filled shift.

Value

Students earn around class, and owners fill hard shifts with local, reachable staff.

Who pays

Businesses (per filled shift)

Revenue: what I found, and what is only a guess

• The payer is businesses, per filled shift. Instawork's model (an hourly rate that includes fees) shows businesses pay for on-demand staff, but I couldn't find its prices. [38]

Who else is here

Test it in a week

1. Days 1 to 3: interview 15 working students about how they found and keep their jobs.
2. Days 4 to 6: interview 3 owners about last month's unfilled shifts.

Drop it if

• Working students say Handshake and word of mouth work fine.
• Owners say they already fill shifts and won't pay per shift.

Interview plan

Who

Students with part-time jobs (aim for 12), plus 3 owners or managers.

Where

Campus Corner, the Union, dining halls, class chats.

Screener

Works at least 8 hours a week.

First question

Tell me about the last time your work schedule and class schedule collided.

Then ask

How did you find this job?; What would make you switch jobs?

Timing

Any week.

Access 5/5

Every working student is reachable.

Pain 3/5

Survey evidence only; local pain untested.

Spend 3/5

Businesses pay for staffing, but I found no price anchor.

Prototype 3/5

Two-sided; a manual match takes a week.

Whitespace 2/5

Handshake and Instawork cover most of it; schedule-fit matching is the wedge.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Oklahoma ranked third nationally in 2025 for homes damaged by hail (38,737), per Cotality's March 2026 report as cited by Yahoo Finance. [41]
• OU Daily reports Norman has no public storm shelters. On-campus halls have shelters that open at a tornado watch, and off-campus renters need landlord approval to add one. The article's date is unverified. [42]
• News reports say Oklahoma has no state law requiring storm shelters in apartments. I couldn't verify that at a primary source.

What is new since the Sep 23 atlas

• Nothing new since Sep 23. [41]

Solution

A one-page plan per address showing the safest room or nearest shelter, plus a checklist and alerts sign-up.

Value

Renters know what to do before a storm, not during.

Who pays

None identified (landlords, insurers or the city)

Revenue: what I found, and what is only a guess

• No payer identified. Landlords, insurers or the city could sponsor it.

Who else is here

Test it in a week

1. Interview 15 renters about the last tornado warning and where they went.

Drop it if

• Renters say they know where to go or their building handles it.

Interview plan

Who

Students who rent off campus (aim for 15).

Where

Apartment lobbies, class chats.

Screener

Lives off campus in a house or apartment.

First question

Tell me about the last time there was a tornado warning while you were home.

Then ask

Where did you go, and how did you know to go there?; What would you have wanted to know beforehand?

Timing

Any week, though tornado season peaks in spring.

Access 5/5

Every renter is reachable.

Pain 3/5

Regional risk is documented; renter behavior is untested.

Spend 2/5

No payer identified.

Prototype 4/5

A per-address plan page is buildable in a week.

Whitespace 3/5

No renter-specific tool surfaced.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Your own course is built around it: teams of 3 to 5, a team contract with a Consequences section, and the Five Dysfunctions reading.
• Research on student teams reports unequal contribution and communication breakdowns as common problems (summary only). [43]
• CATME, built at Purdue with National Science Foundation support, lets students rate teammates on contribution, communication and more, and instructors run it. [44]
• CoStudy markets mid-project check-ins as an alternative to CATME's end-of-project evaluation (vendor page). [45]

What is new since the Sep 23 atlas

• CATME and CoStudy are instructor-facing, so a student-started tool is untested. [44] [45]

Solution

A shared sheet and a five-minute weekly check-in that logs tasks and hours, flags gaps by midpoint and produces a one-page summary for the instructor.

Value

Teams catch free-riding early, and fair contributors have a record.

Who pays

None identified (instructors or departments, not students)

Revenue: what I found, and what is only a guess

• The payer is unclear. Instructors or departments would pay, not students, and I found no price anchor.

Who else is here

Test it in a week

1. Interview 15 students about their worst team project, then run the weekly check-in with two teams for two weeks.

Drop it if

• Students say the problem is rare or that instructors already handle it.
• No one would pay.

Interview plan

Who

Students with a team project this term (aim for 15).

Where

Class chats, the library, the Union.

Screener

Is on a graded team project now or last term.

First question

Tell me about the last team project where the work wasn't split evenly.

Then ask

What did you do about it?; What would have made it easier to raise?

Timing

Any week.

Access 5/5

Every student on a team project.

Pain 3/5

Indicative; research summaries only.

Spend 2/5

Instructors, not students, would pay.

Prototype 4/5

A shared sheet and a weekly check-in test it.

Whitespace 2/5

Peer-evaluation tools exist but are instructor-facing.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Norman: six home games; Lindsey Street is one-way before and after games and Brooks and Jenkins are one-way after; closures near Campus Corner start four hours before kickoff. The City warns that 'Navigation apps may not reflect temporary game-day road closures, traffic-control measures or significant delays.' [21]
• Visit Norman lists Lindsey, Jenkins, Brooks, Boyd, White, Buchanan and Asp as often closed or restricted, and recommends Waze. [46]
• OU says fans should use its new routing maps instead of GPS and that, new in 2026, its app sends push alerts about parking and traffic. This comes from a search summary because the OU page text wouldn't load. [47]
• The stadium seats 80,126, and OU hosts six home games in 2026. The next is Oct 17. [48] [49]
• Game-day information is split across OU Athletics, the City, Visit Norman and CART, and CART's page lists no real-time tracking. [50] [46] [21]

What is new since the Sep 23 atlas

• OU's official app now pushes parking and traffic alerts to fans (summary only). The open gap is people who aren't fans: residents, employees and deliveries. [47]
• There is no home game before Module 1 is due. The next is Oct 17. [49]

Solution

A text-alert list and a one-page map showing which streets close when, for a given address and shift time. Recruit Campus Corner employees and off-campus residents with a QR code.

Value

People get to work and home without being trapped, and delivery drivers plan around closures.

Who pays

Unclear (merchants, apartment complexes or a sponsor)

Revenue: what I found, and what is only a guess

• The payer is unclear. Likely candidates are Campus Corner merchants or their association, apartment complexes in the zone, or a sponsor. The only anchor is Housr's $199 to $599 a month merchant packages for student reach. [11]
• Fans already have free maps, a $5 Lloyd Noble shuttle and free lots, so don't build for them. [46]

Who else is here

Test it in a week

1. Days 1 to 3: interview Campus Corner employees, managers and nearby renters about the Sept 19 game day.
2. Days 4 to 6: draft a one-page closure timeline for Oct 17 and ask 10 people whether they'd want it by text.

Drop it if

• Residents and employees say the official maps and app alerts are enough.
• No one would pay for closure information.

Interview plan

Who

Campus Corner employees and managers, off-campus renters near Lindsey, Jenkins and Brooks, and delivery drivers (aim for 15).

Where

Campus Corner at shift change, apartment complexes in the zone.

Screener

Works or lives within four blocks of the stadium closures.

First question

How did you get to or from work on the last home game Saturday?

Then ask

Which map or app did you use, and did it get you stuck?; Who tells you about closures, and when?

Timing

Ask about the Sept 19 and Sept 4 games, or plan to observe Oct 17.

Access 4/5

Employees and neighbors are reachable but scattered.

Pain 4/5

The City documents the problem.

Spend 2/5

No payer identified; only merchant-package anchors.

Prototype 4/5

A text list plus a one-page timeline.

Whitespace 2/5

Official maps and app alerts serve fans; workers and residents are less served.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• National small-business survey (NFIB, Dec 2025): 10% of owners name poor sales as their single most important problem. [23]
• OU's Housr collaboration adds a student-discount channel for local businesses (Aug 25, 2026). [52]
• Housr sells local businesses packages of $199, $349 or $599 a month (three-month minimum) and reports 90,000 users and 150+ brand partners worldwide. [11]
• Housr's Sep 24 release says it closed a $10 million Series A and grew revenue 186% year over year. It says housing providers and local businesses engage with it about 'engagement opportunities and platform services,' which points to a business-paid model. [9]

What is new since the Sep 23 atlas

• Housr's Sep 24 launch and Perk packages put a funded, OU-endorsed competitor in this lane, which is why this pick fell from #12. [9] [11]

Solution

A punch-card style wallet tied to a student ID, offered to Campus Corner shops as one shared program.

Value

Shops get repeat visits from a transient customer group, and students earn rewards across many shops.

Who pays

Campus Corner shops

Revenue: what I found, and what is only a guess

• The payer is shops. Housr's $199 to $599 a month packages are the price anchor and show that shops will pay for student reach. [11]

Who else is here

Test it in a week

1. Reuse the same 15 owner interviews as the direct-ordering bet and add one question about Housr.

Drop it if

• Owners already have Housr or say discounts don't drive repeat visits.

Interview plan

Who

Owners and managers of Campus Corner shops and restaurants (aim for 12 to 15).

Where

Walk-ins on weekday afternoons, the Campus Corner Association.

Screener

Depends on student customers for a meaningful share of sales.

First question

What have you tried to get students to come back a second and third time?

Then ask

Have you looked at Housr, and what did it cost or promise?; How do you know who your repeat customers are?

Timing

Any week.

Access 4/5

Same owners as the direct-ordering bet.

Pain 3/5

Untested locally.

Spend 4/5

Housr shows merchants pay for student reach.

Prototype 4/5

A paper punch card can test loyalty.

Whitespace 1/5

An OU-endorsed, funded incumbent already sells this.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Student PIRGs (fall 2025, 4,000+ students at 107 campuses): 70% skipped buying a required material at some point because of cost, 38% said material costs influenced their course choices, priorities or enrollment, and 36% of classes used only free materials. [53]
• OU's bookstore runs Inclusive Access: it bills on the last day to drop with a refund, and students must opt out before then. [54]
• Its Rental+ program credits the rental price toward buying the book and says rental pricing is 'updated throughout each semester to compete with the entire marketplace.' The page still shows 2024-25 dates, so it may be out of date. [55]

What is new since the Sep 23 atlas

• OU's own bookstore programs and price-matching claim make a generic price comparison a poor bet. The open gap is knowing whether you need the book at all. [54] [55]

Solution

A crowdsourced 'did you need it?' rating per course, with links to free or cheaper options.

Value

Students avoid paying for books they never open.

Who pays

None identified (affiliate fees at best)

Revenue: what I found, and what is only a guess

• Affiliate fees or partnerships with open-materials providers are the usual model, but margins are thin and I found no anchor.

Who else is here

Test it in a week

1. Interview 15 students about their last skipped or regretted purchase, then collect 'did you need it?' ratings for one department's courses.

Drop it if

• Students say the bookstore rental price is good enough.
• They won't rate books for strangers.

Interview plan

Who

Students in courses with paid materials (aim for 15).

Where

Class chats, the bookstore, the library.

Screener

Bought or skipped a required material this term.

First question

Tell me about the last required book or access code you bought. Did you use it?

Then ask

What did you do when it cost too much?; How did you decide what to buy?

Timing

Any week. Inclusive Access opt-out deadlines follow the drop date.

Access 5/5

Every student buys or skips materials.

Pain 4/5

PIRG is national and documented; OU-specific numbers weren't found.

Spend 2/5

Margins are thin and OU's bookstore already competes on price.

Prototype 4/5

A crowdsourced rating sheet for one department tests it.

Whitespace 1/5

OU's bookstore rental and inclusive-access programs occupy the price lane.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Your own NVD II files show it: late penalties and AI rules differ by assignment. One assignment bans AI outright, while Module 1 allows it with a statement.
• OU's Center for Faculty Excellence guidance leaves AI rules to instructors, according to a search summary I couldn't confirm on the page. [56]
• Student Voice (Jul 2025, 1,047 students): 85% used generative AI for coursework in the past year and 53% want education on ethical AI use, but only 6% blame unclear policies for misuse. [57]
• Many AI apps already turn syllabi into calendars, including Syllabus-AI, DormWay's AI Syllabus Analyzer and StudentHubAI. DormWay says its tool extracts deadlines, grading scales and late policies. [58] [59]

What is new since the Sep 23 atlas

• The syllabus-to-calendar lane is full. The only wedge left is instructor-specific rules such as AI permissions. [58] [59]

Solution

Students paste or upload syllabi and get one table of each class's late policy, AI-use rule and grading weights, with due dates.

Value

Students stop guessing which rule applies and avoid accidental violations.

Who pays

None identified

Revenue: what I found, and what is only a guess

• Students rarely pay for planners, and I found no price anchor for OU students.

Who else is here

Test it in a week

1. Days 1 to 3: interview 15 students. Ask each to list every class's late and AI policy from memory and time how long it takes.

Drop it if

• Students say Canvas and a calendar are enough.
• They don't care about AI rules.

Interview plan

Who

Students taking four or more classes (aim for 15).

Where

Class chats, the library, the Union.

Screener

Has at least three syllabi this term.

First question

Which of your classes allows AI, and how do you know?

Then ask

Tell me about a time you were unsure a rule applied.; What do you use to track deadlines today?

Timing

Any week.

Access 5/5

Every student has syllabi.

Pain 3/5

Your own files show it, but national data says unclear policy isn't the main AI issue.

Spend 2/5

Students rarely pay for planners.

Prototype 5/5

A prototype takes an afternoon with an AI tool.

Whitespace 1/5

Many AI syllabus apps already exist.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• OU's Class of 2030 is 6,437 students; 28% of the class is first-generation, and about 37% of Oklahoma freshmen are. [33]
• Brookings: over 40% of entering students nationally are first-generation, and about a third of graduating students. [60]
• OU already runs a First-Generation Hub and a TRIO center, according to a search summary of OU pages. [61]

What is new since the Sep 23 atlas

• OU's official supports make this crowded. Only a slice they miss would be worth a bet. [61]

Solution

A peer-written guide and a Q&A page answering the questions first-gen students say nobody explained.

Value

First-gen students get answers faster and feel less alone.

Who pays

None identified (OU or donors)

Revenue: what I found, and what is only a guess

• The payer would be OU or donors. I found no commercial anchor.

Who else is here

Test it in a week

1. Interview 15 first-generation students about what they wish someone had told them, then check which answers OU's programs already give.

Drop it if

• OU's programs already answer what students say is missing.

Interview plan

Who

First-generation OU students (aim for 15).

Where

Class chats, first-gen events, the Union.

Screener

First in the family to attend college.

First question

Tell me about a time you didn't know how something at OU worked and how you found out.

Then ask

Who did you ask?; What do you wish you'd known in your first month?

Timing

Any week.

Access 4/5

A large group, though not identifiable on sight.

Pain 4/5

Documented nationally and at OU.

Spend 2/5

OU or donors would pay, not students.

Prototype 4/5

A guide and Q&A page test quickly.

Whitespace 1/5

OU already runs a First-Generation Hub and a TRIO center.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• OU sells commuter permits for students who commute; they are not valid on campus overnight (2 a.m. to 7 a.m.). [62]
• OU Daily (Feb 2026): more commuter spaces open in the Jenkins Avenue Parking Facility this fall, Traditions East moves to first-year housing to ease congestion, and a commuter permit costs $288 a year (up from $274 in 2022). It quotes no students, so this is a live topic rather than measured pain. [63]
• CART runs a Campus Loop and a Lloyd Noble Center shuttle, and its page lists no real-time tracking. [50]
• Enrollment keeps growing: 6,437 freshmen this fall. [33]

What is new since the Sep 23 atlas

• Nothing new since Sep 23. Held because no payer has appeared. [63]

Solution

A shared sheet or group chat where commuters post lot status by time, plus an arrival-time suggestion based on their class schedule.

Value

Commuters save time and stop being late.

Who pays

None identified

Revenue: what I found, and what is only a guess

• No payer identified. Students already pay OU $288 a year and OU controls the lots, so a sponsor or an OU Parking pilot is the only path I can see. [63]

Who else is here

Test it in a week

1. Interview 15 commuters, then post a lot-status form in a commuter group chat for three days and count responses.

Drop it if

• Commuters say parking is a minor annoyance, not a daily problem.
• OU Parking isn't interested and no sponsor would pay.

Interview plan

Who

Students with commuter permits (aim for 15).

Where

Commuter lots at 8 to 10 a.m., class chats, the Union.

Screener

Holds a commuter permit.

First question

Walk me through your last commute to class. Where did you park and how long did it take?

Then ask

What do you do when the lot you want is full?; What has parking cost you besides the permit?

Timing

Any week.

Access 5/5

Commuters are easy to spot in the lots.

Pain 3/5

A live topic, but no measured pain.

Spend 2/5

No payer: students already pay OU.

Prototype 3/5

Crowdsourcing needs volume.

Whitespace 3/5

No availability tool found, and OU is adding spaces.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Other campuses report big spikes: the University of New Hampshire's monthly waste rose from about 25 to 105 tons in May, Tufts collects 230+ tons a year, and Michigan's donation program collected 16.5 tons. I found no OU figures. [15]
• Habitat for Humanity's ReStore has a Norman location, so donation outlets exist locally. [64]

What is new since the Sep 23 atlas

• No OU move-out program surfaced in search, but I couldn't confirm there is none. [15]

Solution

A May and August pickup day for one complex: collect, list on a shared sale page, donate the rest.

Value

Students skip hauling, complexes cut dumpster costs, and buyers get cheap furniture.

Who pays

Apartment complexes (unverified)

Revenue: what I found, and what is only a guess

• Payers would be apartment complexes (cleanup savings) plus resale margin. I found no anchors.

Who else is here

Test it in a week

1. Interview 15 students and 2 apartment managers about last May's move-out, then decide whether it's worth waiting for the next peak.

Drop it if

• Students say they donate or sell easily, or complexes don't care.

Interview plan

Who

Students who moved out last spring (aim for 15), plus 2 apartment managers.

Where

Class chats, apartment lobbies.

Screener

Moved out of a dorm or apartment last May.

First question

Tell me what you did with your stuff at the end of last year.

Then ask

What did you throw away that you wish you hadn't?; What did it cost you in time or money?

Timing

Peaks in May and August, so there is nothing to observe before Oct 1. Use recall.

Access 5/5

Every renter and dorm resident is reachable.

Pain 3/5

National data only; no OU figures found.

Spend 2/5

No payer or price anchor found.

Prototype 3/5

Logistics and seasonality make testing hard.

Whitespace 3/5

No OU program surfaced, and ReStore exists locally.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• The Regents' March 2026 agenda proposes a $145 meal-plan increase, from $3,165 to $3,310, for 2026-27. [32]
• I gathered no other evidence on how well plans fit how students eat.

What is new since the Sep 23 atlas

• Nothing new since Sep 23. [32]

Solution

A calculator that takes your meals per week and shows the cost per meal under each plan versus cooking or eating out.

Value

Students pick, or skip, a plan with real numbers.

Who pays

None identified

Revenue: what I found, and what is only a guess

• No payer identified. Local restaurants might sponsor it, but that is a guess.

Who else is here

Test it in a week

1. Interview 15 students on meal plans, then let five try a spreadsheet version.

Drop it if

• Students say plans are required or already a good deal.

Interview plan

Who

Students on or considering a meal plan (aim for 15).

Where

Dining halls, dorm lounges.

Screener

Has a meal plan or opted out of one.

First question

Tell me how you decided which meal plan to get and how it has worked out.

Then ask

How many of your meals actually happen in a dining hall?; What do you do when the plan doesn't fit?

Timing

Any week.

Access 5/5

Every dorm resident is reachable.

Pain 3/5

Rates are rising; whether plans mismatch is untested.

Spend 1/5

No plausible payer identified.

Prototype 5/5

A calculator is a one-day build.

Whitespace 3/5

No comparison tool turned up.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Goddard Health Center is open Monday to Friday 8 a.m. to 5 p.m. (closed Wednesday 8 to 9 a.m.), offers online scheduling and points to an after-hours option, with 911 for emergencies. [65]
• Goddard's page sends students to their insurance carrier for costs and doesn't show prices. [65]
• I found no current wait-time data.

What is new since the Sep 23 atlas

• Nothing new since Sep 23. The atlas mentioned free 24/7 virtual care from a search summary I couldn't confirm on Goddard's page, so I left it out. [65]

Solution

A one-page guide by time of day: Goddard hours, after-hours line, urgent care options and what each typically costs.

Value

Students get care sooner and avoid unnecessary emergency-room visits.

Who pays

Urgent-care clinics (unverified)

Revenue: what I found, and what is only a guess

• Urgent-care clinics might pay for patient referrals, but health marketing can be regulated. This is unverified.

Who else is here

Test it in a week

1. Interview 15 students about their last time needing care after hours.

Drop it if

• Students say they know where to go.

Interview plan

Who

Students who needed care in the last year (aim for 15).

Where

Class chats, dorm lounges.

Screener

Sought care for something non-emergency in the last 12 months.

First question

Tell me about the last time you needed to see someone about your health. How did you decide where to go?

Then ask

What was hard about it?; What did it cost you?

Timing

Any week.

Medium sensitivity: ask about logistics and decisions, never diagnoses.

Access 5/5

Every student needs care at some point.

Pain 3/5

Untested; I found no current wait-time data.

Spend 2/5

Clinic referral marketing is unverified and may be regulated.

Prototype 3/5

A guide page is easy; real data is hard.

Whitespace 2/5

Goddard and Google listings cover part of it.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Oklahoma Insurance Department: renter's premiums average $15 to $30 a month depending on location, limits and history. The page doesn't address whether landlords can require it. [66]
• Lemonade markets renters insurance to college students with plans starting around $5 a month (search summary). [67]
• I gathered no OU-specific evidence on how many students lack insurance or struggle with setup.

What is new since the Sep 23 atlas

• A search summary claimed Oklahoma bars landlords from requiring renters insurance. The Insurance Department page doesn't say that, so I did not use it. [66]

Solution

A dated move-in checklist with links and a short quiz that recommends coverage limits, plus reminders for utilities and internet.

Value

Students avoid gaps in coverage and last-minute setup problems.

Who pays

Insurers and providers (referral fees, unverified)

Revenue: what I found, and what is only a guess

• Referral fees from insurers and internet providers are the standard model, but I haven't verified commission rates.

Who else is here

Test it in a week

1. Interview 15 recent movers about their last move-in and what they forgot.

Drop it if

• Renters say setup is easy or their landlord handles it.

Interview plan

Who

Students who moved into a new place in the last year (aim for 15).

Where

Apartment lobbies, class chats.

Screener

Signed a lease or moved off campus in the last 12 months.

First question

Walk me through the week you moved in. What did you set up and what did you forget?

Then ask

Did you get renters insurance, and how did you pick it?; What surprised you about the first month's bills?

Timing

Any week.

Access 5/5

Every renter is reachable.

Pain 2/5

No OU-specific evidence gathered.

Spend 2/5

Referral fees are unverified.

Prototype 4/5

A checklist page tests interest.

Whitespace 2/5

Lemonade and other insurers already market to students.

These are my judgments from the evidence above. Change any of them in section 4.

What the evidence says

• Y Combinator's Fall 2026 requests include 'Proving You're Human,' a trust layer for verifying real people online. This is investor interest, not measured student pain. [68]

What is new since the Sep 23 atlas

• Nothing new since Sep 23. If verification interests you, build it inside the marketplace bet rather than as a product on its own. [68]

Solution

A shared verification step that other bets, like the marketplace, could reuse.

Value

People can trust who they're dealing with.

Who pays

None identified

Revenue: what I found, and what is only a guess

• No payer identified.

Who else is here

Test it in a week

1. Skip this as a standalone bet. Ask verification questions inside the marketplace interviews.

Drop it if

• Nobody describes an actual incident.

Interview plan

Who

Students who met someone online to buy, sell or rent (aim for 15).

Where

Class chats, Greek houses.

Screener

Has done a deal with a stranger online.

First question

Tell me about the last time you had to decide whether someone online was real.

Then ask

What did you check?; What almost went wrong?

Timing

Any week.

Access 3/5

Everyone is affected, but it's an abstract topic to interview.

Pain 2/5

Only an investor-interest signal.

Spend 2/5

No payer identified.

Prototype 3/5

Verification needs OU data access.

Whitespace 2/5

Platform checks exist; unclear who owns campus-specific proof.

These are my judgments from the evidence above. Change any of them in section 4.