AuraPic for Business · Seed round

Put customers exactly
where you want them.
Then prove they showed up.

Brands, retailers, and venues pay AuraPic to run branded prize games that route real people to a precise physical location — a specific shelf, storefront, booth, or trail stop. On-device computer vision verifies each arrival by solving the camera's exact position and angle against a reference photo, not a GPS ping. The result: footfall you can audit and prizes that can't be faked — the first physical-world ad unit that only counts when the body is actually in the room.

6-DoF
Pose-verified arrival, not a radius
CPV
Cost-per-verified-visit pricing
0
Spoofable surface — mocks & screenshots fail
$100B+
US retail media this plugs into
The wedge

Businesses will pay to move people to an exact place —
if you can prove they arrived.

Every retailer, brand, mall, venue, and tourism board already spends to drive physical traffic, and every one of them buys that traffic on estimates: panel projections, badge scans, geofence pings, self-reported check-ins. AuraPic sells branded prize games that route real people to the exact spot a business wants them — and our on-device vision engine proves each arrival with sub-meter, looking-the-right-way precision. It's retail media with a measurable body in the room.

The buyer

Teams with footfall budgets

Shopper-marketing and trade teams, retail media networks, mall and district operators, restaurant and QSR marketing, venue sponsorship teams, and tourism boards — all already hold budget to drive and measure physical visits.

The product

A turn-key prize campaign

White-label scavenger campaign: drop "auras" at exact locations, attach a prize, watch verified visits roll into a dashboard. A store manager places an aura in ~60 seconds — no production crew.

Why it's defensible

Verified, so it's billable

Because arrival is geometrically verified, we charge per verified visit and stand behind every prize claim — a measurement and compliance product no geofence, beacon, QR, or check-in can match.

The problem

Physical-world marketing spends billions on traffic it cannot verify.

The dollars are real; the measurement is not. Buyers route trade, experiential, and OOH budgets into the physical world and then accept proxy metrics with wide error bars — and prize promotions carry a fraud tax that takes staff to police.

📊 Footfall is estimated, not observed

Panel data, badge scans, beacon pings, and heatmaps tell you someone was in a 10–30m radius — not which shelf they faced or which booth they reached. Finance gets an impression estimate, not a verified engagement.

🎟️ Prizes invite fraud

Geofences fall to GPS-mock apps. QR codes get photographed and shared from a couch. Check-ins are self-reported. Any real prize needs a fraud operation, which caps prize value and erodes trust.

📍 You can't route people precisely

Under-visited aisles, slow vendor alleys, new-store openings, off-peak trailheads — the spots that need traffic stay starved, because there's no precise, verifiable mechanic to send people exactly there.

The product

auraMode: vision is the gate, GPS is only a hint.

A business places an "aura" by photographing the exact spot, plus a two-second sweep that builds a lightweight 3D anchor. To complete a visit and claim a prize, a customer brings their live camera to that spot — and auraMode solves the camera's full 6-DoF pose against the anchor. Standing three meters to the side, holding a screenshot, or running a GPS mock all fail. Every confirmed arrival becomes a signed, timestamped, pose-verified footfall event.

1

Arrive

GPS gets the customer to the block. auraMode's place-recognition confirms the scene visually — lighting- and season-tolerant — even indoors where satellites can't reach.

2

Frame

They raise the phone at the spot. Neural features bind the live view to the aura's 3D anchor in real time, and on-screen arrows coach them in.

3

Verify

auraMode solves the full 6-DoF pose — standing 3m to the side reads as offset even when the angle agrees. Lock fires only when position and angle hold and liveness passes.

4

Claim

The prize unlocks, bound to the account and non-transferable. A signed, timestamped, pose-verified visit lands in the brand's dashboard.

📸 Place, then prove

SCAN confirms the right scene; GUIDE matches features and solves pose; LOCK fires only when position and angle hold for ~0.7s and the liveness check passes. One photo to author, no map editor.

🔒 On-device & private

Matching runs on the phone in real time; find-loop frames never leave the device. The only image shared is the reference photo the business intentionally publishes. A measurement layer, not a surveillance one.

⚙️ Setup without a crew

A store manager, booth lead, or BID coordinator places an aura in ~60 seconds. A capture-time quality meter blocks bad anchors (blank walls, all-sky) before a campaign goes live.

The unlock

Why pose verification is the whole business, not a feature.

Verification is what converts a fun game into an investable B2B product on two axes at once: prize integrity and footfall authenticity. Both rest on the same fact — to claim, the customer's live camera must solve the same geometry the reference photo encodes, against a metric 3D anchor built from the scene itself.

Prizes self-enforce

A claim requires being physically there, looking the right way. A screenshot has no live parallax; a screen replay collapses to a flat plane at the wrong depth; a shared location is per-device and per-moment. High-value prizes become defensible without a fraud team — and auditable for sweepstakes compliance.

Footfall is a direct observation

Each visit carries pose residuals, a timestamp, and device attestation — a specific person, at a specific camera position and angle, at a specific time. Reportable to finance as a verified engagement, not a modeled impression. The difference between "someone was in the aisle" and "they faced this display."

Precision, priced like a click

A shelf aura is a shelf aura, not a store visit. Sub-meter precision is what lets us charge on a cost-per-verified-visit basis and benchmark against digital media — the physical impression, finally as accountable as a click.

Use cases

One mechanic, every physical-traffic budget.

The same drop-an-aura, attach-a-prize, verify-the-arrival loop spans retail shelves, malls and districts, restaurants, venues and events, and tourism — each unlocking a metric the buyer could never trust before.

🛒 CPG & grocery — shelf-level activation

An aura at the exact shelf bay of a new launch. To claim, the shopper stands arm's length from the display, facing it — a match from the aisle, another department, or a screenshot is rejected. Lock, scan the package, get an instant coupon.

PRIZE Instant rebate / digital coupon + sweepstakes entry, generated only on pose-lock, non-transferable.

METRIC Verified shoppers who actually faced the shelf; redemption lift vs. control; ~$0.30–0.80 per verified engagement vs. $1.20+ for an FSI.

🏬 Mall & district (BID) — traffic routing

A mall drops 12 auras at new-season anchors; a downtown BID places 20 across independent storefronts. Shoppers complete the trail and claim a validated prize only after verified arrival at each spot. Sold to tenants as co-op media, per verified visit.

PRIZE Tenant-funded gift cards ($10–$25) + a completion grand prize; bonus stops for woman- and minority-owned businesses.

METRIC Verified unique visitors per location, cross-store path analytics, weekday/weekend split — a real footfall dashboard, not panel projections.

🍔 Restaurant & QSR — trial & frequency

A new unit runs a first-90-days campaign: an aura at the door for first-visit credit, another at the kiosk to drive digital adoption. Repeat verified visits stack toward a milestone — and rewards can be capped per device per day, because spoofing is impossible.

PRIZE Free item on first verified visit; free entrée after 5 verified visits in 30 days — codes single-use, tied to the visit event.

METRIC New-location trial rate; repeat cadence across D30/D60/D90; verified-visit cost vs. paid-social's $5–$18 per store visit.

🎪 Venues & events — festival / stadium trails

A branded "Passport Quest" with auras at the sponsor village, under-visited stages, and slow merch stands. Standing at the sponsor bar verifies differently than 4m away in the crowd. Theme parks route guests to bypassed paths with an off-peak return voucher.

PRIZE Scarce rewards that drive completion: meet-and-greet slot, seat-upgrade lottery, return-visit voucher — gated behind verified stop count.

METRIC Verified dwell per sponsor zone; sponsors invoiced on certified visits, not impressions, at a 30–60% premium.

🤝 Trade show — booth depth-of-engagement

An aura at a specific feature inside the booth — the demo station, not the entrance. A person at the neighboring booth can't lock it. The organizer sells a premium "Hall Pass Challenge" add-on (e.g. 12 exhibitors at $8K) plus a CPV fee.

PRIZE Tiered: swag for partial completion, an all-access after-party pass or $500+ draw for full completion of required stops.

METRIC Verified arrivals at the demo station (not booth badge scans); median dwell — experiential ROI as rigorous as a digital click.

🗺️ Tourism & destinations — city / park trail

A DMO commissions a "Hidden City" trail: 20–30 auras at lesser-known storefronts, murals, viewpoints. Hit a threshold to earn a badge redeemable for partner discounts. The DMO charges partners a lead fee and gets a verified-visit dashboard for its council ROI report.

PRIZE Explorer badge + partner discount bundle (hotel rate, dining credit) + a grand-prize draw seeded by partners.

METRIC Verified visitors per waypoint; economic-impact proxy (visits × avg spend); shoulder-season lift — auditable for grant and council reporting.

Market & budgets

We pull from five funded budget lines at once.

AuraPic isn't asking buyers to invent a line item. Cost-per-verified-visit maps directly to how performance and shopper-marketing buyers already think, and slots into budgets that exist today — replacing a soft proxy with a verified one.

$100B+
US retail media spend

AuraPic is a verified in-store engagement unit for CPG trade and in-store media budgets.

$45B
US out-of-home

OOH is shifting to performance/CPV pricing; brands now put 20–25% of spend into IRL activation.

$24B
Trade-show exhibitor spend

Demanding certified engagement beyond badge scans — plus $8–14B/yr in live-event & sports sponsorship activation.

Shopper marketing & trade — $25–60B+

US co-op and trade spend. CPV-priced verified visits as an FSI and demo-staff replacement (vs. $1.20+ per FSI and $8–15 per in-store demo interaction).

Destinations & tourism

DMO/BID visitor-economy budgets and grant-reportable engagement (Visit USA members alone spend $2B+/yr) — a slice of the $1.4T experiential tourism economy.

Business model

Five revenue rails — from per-campaign fees to metered CPV to ARR.

A predictable services layer, a performance layer that aligns our upside with results, recurring SaaS for districts and venues, a compliance add-on competitors structurally can't offer, and an agency channel for scale.

1. Campaign placement fee

$5K–$50K per campaign to create and activate a branded set of auras — dashboard, prize-flow tooling, and analytics included. Higher tiers add managed setup.

2. Cost-per-verified-visit — the margin engine

Above a free tier, $0.25–$1.50 per confirmed visit (scaling with volume and prize value); $4–$12 per certified visit for sponsor pass-through at venues. Tamper-evident verification commands a 30–60% premium over unverified foot-traffic estimates.

3. Merchant-trail & venue licenses — the ARR layer

$200–$500/mo per merchant location on a BID/district trail (sold through operators), and $18K–$120K/yr venue licenses for stadiums, parks, museums, and convention centers.

4. Prize integrity & audit export

$500–$2K per campaign for a signed, timestamped, pose-verified completion log, plus per-redemption gatekeeping ($1–$3) for high-value prize pools. The compliance moat.

5. Agency white-label / retail-media API

Co-branded packages and metered API access through shopper-marketing agencies and retail media networks (annual license $25K–$100K + 20–30% revenue share). The scale lever into existing CPG relationships.

Land & expand

One campaign proves verified-visit lift; the dashboard becomes the system of record; the existing aura network is instant reach for the next brand. Pilots → CPV at scale → annual licenses.

Why now

The sensors, the budgets, and the demand for proof arrived at once.

Capability arrived

Foundation-model visual features, edge keypoint matchers, and OS-level VIO (ARKit/ARCore, on ~85% of phones) make a 6-DoF arrival check feasible on-device, in real time, offline — the exact thing the product needs.

Budgets demand it

Retail media has exploded into a $100B+ category starving for in-store attribution as accountable as digital. Experiential and OOH are being pushed to performance/CPV pricing. We're the unit that fits.

Behavior is proven

Consumers already alter their route for a digital reward at massive scale — see Pokémon GO's $6B+ from movement-gated play. The open B2B question was never the behavior, only whether it could be turned into a verifiable, brand-invoiceable event.

Moat

Tamper-evident verification, plus an anchor network that compounds.

Competitors own one corner of the grid — a geofence, a beacon, a QR, a check-in — and every one has a forgery surface or a precision gap. AuraPic owns the intersection: the only platform where the arrival is geometrically verified and the analytics are certified, not estimated.

MechanicSpoof-proofExact spotRight-facingCertified analytics
Geofence / GPSNoNoNoEstimated
Beacon / Wi-FiWeak~RoomNoEstimated
QR / check-inNoSign-levelNoSelf-report
AuraPic auraModeYesSub-meterYesVerified

Verification moat

Sub-meter, anti-spoof, looking-the-right-way arrival is hard to build and harder to fake — the only mechanic that makes both prize integrity and footfall billable.

Data moat that compounds

Every successful arrival appends a posed, condition-tagged view to that aura's anchor, so popular locations converge to robust all-weather, day/night reliability.

Network & registry

A growing registry of verified, game-able real-world locations is instant reach for the next campaign and a licensable cartographic asset to tourism, AR, and ad-tech.

The ask

Raising to turn a verified-arrival engine into a B2B revenue machine.

auraMode is built, shipped as the default engine, and hardened in the field — the wedge is proven mechanically. The raise funds the go-to-market to land shopper-marketing, venue, and tourism buyers, build the campaign console and CPV billing, and stand up the agency channel.

Use of funds

~40% product — self-serve campaign console, CPV billing, prize/compliance tooling, dashboards. ~35% B2B go-to-market — shopper-marketing, venue, and tourism sales. ~25% ops, agency channel & reserve.

Proof points to hit

Paid pilots across retail, a venue/event, and a tourism trail; verified-visit lift vs. control; first annual venue license and first BID merchant-trail subscription.

What you're backing

A measurement and integrity layer for the entire physical-traffic economy, wedged in through prize games — defensible on technology, priced like digital, sold into budgets that already exist.

Now taking pilot & seed conversations

Move real people to the exact spot.
Then prove it, body by body.

Every other way to measure physical traffic has a forgery surface or a precision gap. AuraPic closes both — the first physical-world ad unit that only counts when the customer actually arrives.