AI Bid Intelligence

Win the right impressions. At the right price.

PredictBid layers hardware-confirmed OCPP signals onto your CPM — vehicle tier, live dwell time, income proxy, make/model match — and shows you the exact win probability before you spend. No probabilistic guesswork. No mobile location pings. Every signal is read from the wire.

See how it works
100% cookieless · No PII · IAB OpenRTB 2.6 · Deterministic signals only

PredictBid · Live model

Win-Rate Forecast

LIVE
50%win rate
Your CPM bid$26.30
$10$25$40
Market floor
$22.00
Kiosk base
AI target
$26.30
PredictBid rec
Your delta
+$0.00
above target
24.8%
Yield lift
avg across live campaigns
$142K
Value added
incremental revenue / month
4,281/min
AI decisions
real-time bid adjustments
98.4%
Accuracy
delivery trust score

How it works

Three steps. Zero guesswork.

01
01
Step

Connect your campaign

Link PredictBid to any VideoEV campaign in the DSP. Set your target CPM range and audience priorities. Takes under 60 seconds.

02
02
Step

PredictBid reads hardware-confirmed signals

At bid time, six real-time dimensions from OCPP telemetry — vehicle tier, live dwell, MSRP-derived income proxy, make/model, location, daypart — compute a signal-boosted effective CPM. These are deterministic hardware signals, not probabilistic mobile location inferences.

03
03
Step

CPM + win-rate, before you spend

You see the recommended bid, expected win probability, and which deal tier PredictBid is targeting. Approve or override — the model learns either way.

Audience signals

Six signal dimensions. None of them exist in legacy DOOH.

Vistar Media, OUTFRONT Media, and Gas Station TV cannot read live dwell time, vehicle MSRP, or make/model at bid time — their audience data is estimated after the fact from panels or mobile pings. PredictBid reads all six signals from OCPP telemetry in real time, before the auction fires. Each one stacks independently; when multiple trigger together, their CPM lifts compound.

+$2.60
CPM lift
Vehicle Tier

Luxury and ultra-luxury VIN classifications attract premium bids from automotive, hospitality, and lifestyle brands.

+$2.10
CPM lift
Income Proxy

VIN-inferred household income lets financial, travel, and luxury brands bid selectively on high-net-worth EV drivers.

+$1.80
CPM lift
Dwell Time

Sessions over 45 minutes unlock extended-format inventory with completion rates 2.4× the network average.

+$1.40
CPM lift
Make / Model Match

Direct brand-affinity targeting — serve Porsche drivers Rolex ads, Rivian drivers Patagonia, Jaguar drivers Macallan.

+$0.90
CPM lift
Location Premium

Station clusters in high-demand metros receive geo-premiums from local and regional advertisers bidding for reach.

+$0.50
CPM lift
Weather / Daypart

Contextual bid modifiers fire automatically — coffee brands at 7am, insurance in rain, sunscreen in July.

AI modules

Three engines. Running continuously.

01
Dynamic CPM Floors
+12.4%
yield lift

Floors adjust in real-time using a demand-weighted model across all live campaigns. When fill rate dips, floors compress; when demand spikes, they expand — every impression clears at its true market rate.

4,281 decisions / min
02
Audience Signal Boost
+8.6%
signal uplift

When multiple premium signals fire simultaneously — luxury vehicle + high dwell + income proxy — PredictBid compounds their CPM lifts without increasing your stated campaign budget.

6 signal dimensions
03
Fill-Rate Maximizer
+4.2%
fill rate gain

Prevents under-delivery by reallocating bid weight to stations with available inventory. Campaign pacing stays smooth even during low-demand windows.

98.4% delivery rate

Deal tiers

Four ways to buy. One intelligence layer.

PredictBid works across all four deal types and automatically routes your bid to the tier with the highest expected win probability.

Deal tierCPM floorBuyer accessBest for
Open Auction$18Any DSP buyerTesting & discovery
Private Marketplace$24Invited buyersScale with efficiency
Preferred Deal$28.50Direct invitePremium placements★ PredictBid picks this
Programmatic Direct$34NegotiatedGuaranteed fill
Open Auction$18
Any DSP buyer · Testing & discovery
Private Marketplace$24
Invited buyers · Scale with efficiency
Preferred Deal$28.50
Direct invite · Premium placements
★ PredictBid recommends this tier
Programmatic Direct$34
Negotiated · Guaranteed fill
Early access

Stop bidding blind.

PredictBid is available to VideoEV network buyers today. Request access or book a 20-minute live walkthrough with the product team.

🔒SOC 2 in progress
✓No minimum spend
◎VIN data never leaves the session