Wildlytics Β· Mobile App Case Study

Wild.Data.Advantage.

Boarlytics turns hours of waiting on the high seat into a clear, 4-night, wind-aware forecast of when wild boar will visit each bait site β€” built for hunters, on iOS and Android.

Industry
Hunting Β· Wildlife
Platforms
iOS Β· Android
Market
DE Β· FR Β· EN
Launch
2026
20:42
Your feeding sites at a glance
1
SaukanzelVery good chance
61%
SW 12 km/h 14Β°
2
EichenwegModerate chance
32%
NW 8 km/h 13Β°
3
RothΓ€usleLow chance
28%
S 5 km/h 15Β°
4
HirschgrabenLow chance
18%
NW 15 km/h 11Β°
Add feeding site
Overview
Log entry
Settings
20:41
BoarPoint
61%
Visit forecast tonight
Last visit
Wed/Thu 07/22–23
Baited
0 d. ago
Visits (36h)
15
Visit probability for your boar
Thu/Fri07/23–24
61%
NW 14Β° 0.0mm
Fri/Sat07/24–25
43%
E 18Β° 0.0mm
Sat/Sun07/25–26
34%
W 23Β° 0.0mm
Sun/Mon07/26–27
29%
W 16Β° 9.6mm
Tonight Β· Saukanzel
61%
Wind factor Β· N
1.12Γ—
Forecast horizon
4 nights
No signal?
Works offline
Project Overview

Hunting on data,
not gut feeling.

β€œWild boar come. Or they don't.”— The problem every boar hunter knows

Boarlytics (listed as Boar Forecast) is a mobile app for hunters that calculates how likely wild boar are to visit a specific bait site over the coming nights. It combines the hunter's own visit log with the site's visit rhythm, weather, moon phase and β€” most importantly β€” wind direction.

The result is one clear number per night, colour-coded like a traffic light, so a hunter can decide in seconds whether tonight is worth heading out β€” or whether it's smarter to stay home.

The product spans a native-feeling app for iOS and Android, a statistical forecasting model that learns per bait site, and a trilingual marketing website at boarlytics.com.

Client
Boarlytics Β· Frieder Baumann
Kaiserslautern, Germany
Product
Boar Forecast β€” wild boar visit prediction app
Scope
Product strategy, UX/UI, mobile apps, forecast model, website & store launch
Availability
App Store Β· Google Play
Compatibility
iOS 16.6+, Android, macOS 13.5+ (M1), visionOS
Languages
English Β· German Β· French
Business model
Freemium + one-time β€œWind” unlock
Category
Utilities Β· Outdoor / Hunting
The Challenge

Hours on the stand.
Nothing.

Boar hunting happens at night, at bait sites spread across one or more territories. Hunters invest evening after evening β€” often without a single sighting β€” because the signals that matter are scattered, hard to read and rarely written down.

01

Wasted nights

Without a way to anticipate visits, hunters sit for hours on nights when boar simply don't come.

02

The wind decides

Boar move with the wind β€” but which direction works for this site is knowledge that lives only in the hunter's head.

03

Scattered records

Visits, baiting and conditions sit in paper notes or memory, so patterns never become visible.

04

No signal in the forest

Stands are remote. Any tool has to keep working when the phone has no reception.

01

Answer one question instantly: is tonight worth it? β€” per bait site, for the next four nights.

02

Make logging visits and baiting so fast that it happens on the stand, not later.

03

Be honest: communicate a probability, never a promise β€” and earn trust through transparency.

The Solution

More than just
a hunting journal.

A self-learning forecast per bait site, wrapped in a night-first interface that reads at a glance β€” from the kitchen table or the high seat.

AI-assisted forecast

Data-based probability of a boar visit for each of the next 4 nights β€” tailored to every individual bait site.

Wind analysis

Wind direction and speed feed in automatically. The app learns which directions bring more visits to each site.

Moon phase & weather

Temperature, precipitation and moon phase are matched against historical weather and past visits.

GPS bait sites

Manage multiple territories and bait sites on the map. Each site gets its own model.

Visit journal

Log visits, boar count and baiting in seconds. Every entry makes the forecast smarter.

Baiting traffic light

See at a glance which feeders need refilling, so sites stay attractive between hunts.

Inside the App

Four screens.
One decision.

Personal forecast, wind analysis, an overview of every bait site and a quick-entry log β€” designed dark-first for use in the field at night.

Spotlight Β· Traffic-light forecast

One number per night.
Colour tells the rest.

Probabilities are hard to read at 9 pm in the dark. We reduced every night to a single percentage and a traffic-light colour, so the decision takes seconds.

  • Green β€” high probability: worth heading out.
  • Amber β€” medium: your call, check the wind.
  • Red β€” low: probably better to stay home.
Saukanzel Β· next 4 nightsVisit probability
61%
THU/FRI
NW Β· 14Β°
43%
FRI/SAT
E Β· 18Β°
34%
SAT/SUN
W Β· 23Β°
29%
SUN/MON
W Β· 16Β°
HighMediumLow
Spotlight Β· Wind analysis

The wind
has a say.

Boar move depending on the wind. Boar Forecast learns from each hunter's own records which wind direction brings more visits to a specific bait site β€” and weights the forecast accordingly.

  • Factors above 1.0Γ— are favourable, around 1.0Γ— neutral, below 1.0Γ— unfavourable.
  • Shifting winds are summarised into one representative value per night.
  • Unlocked with the one-time Wind purchase β€” the app's core premium value.
Wind & visit probabilityPer bait site
NESW1.0Γ—
NSlightly more visits1.12Γ—
ENo strong influence0.94Γ—
SFewer visits0.80Γ—
WSlightly favourable1.08Γ—

< 1.0Γ— unfavourable Β· 1.0Γ— neutral Β· > 1.0Γ— favourable

Spotlight Β· Territories & offline

Every bait site.
Its own model.

Hunters create territories and pin bait sites on the map. Each site learns its own rhythm β€” and the latest forecasts stay available when the forest swallows the signal.

  • GPS management of bait sites across multiple territories.
  • Location is captured only when set on the map β€” never tracked in the background.
  • Offline mode shows the most recently loaded forecasts.
Territory Β· Revier Nord4 bait sites
Saukanzel 61%
Eichenweg 32%
RothΓ€usle 28%
Hirschgraben 18%
Offline Β· last sync 20:41
How it works

Four steps to
your forecast.

A statistical model calculates the visit probability for the coming nights β€” learning from the hunter's records and the local conditions.

STEP 01

Create territory & bait site

Set the location on the map. Each bait site gets its own model.

STEP 02

Log visits

Record when boar were present and when you baited. That builds the pattern.

STEP 03

Conditions factored in

Weather, wind and moon phase for the location are pulled in automatically.

STEP 04

Read the forecast

One probability per bait site for each of the next 4 nights.

Honest by design. The forecast is a probability, not a guarantee. First forecasts appear after about 5 logged visits; from 10 visits the model adapts individually to the bait site. Recent entries weigh more than old ones, because sounders, lead sows and cover change over the years.

Design System

Built for
the dark.

A night-forest palette: near-black surfaces keep screen glare low on the stand, while one luminous lime accent carries meaning β€” high probability, favourable wind, primary action.

Colour tokensFrom the app
Night#0A0B0A
Card#17181A
Lime#93D13F
Text#F4F5F2
OK#3FC95A
Amber#E0A83A
Red#E8503A
Sky#4AA3E0
61% Β· Very good 32% Β· Moderate 18% Β· Low 1.12Γ— wind
TypographyVoice & UI
Data. Nature. Advantage.
61% Β· Visit forecast tonight
NW Β· 14Β° Β· 0.0mm Β· 07/23–24
Condensed displayStore creatives & headlines
System sans (SF / Roboto)In-app UI
MonospaceData labels & meta

Dark-first

Low-luminance surfaces for night use; bright colour reserved for what matters.

One number, one colour

Every screen leads with a single decision-ready value before any detail.

Honest data

Probabilities, not promises β€” with clear notes on model limits and data sources.

Store Creatives

Moonlit forest.
Clear promise.

App Store and Google Play screenshots pair the real UI with a moonlit-forest scene and bold condensed headlines β€” each one sells a single benefit.

Store creative: How high is the probability of boar activity at your feeding station tonight?
ForecastChance tonight?
Store creative: Analyze how your boars move according to the wind direction
WindWind direction
Store creative: Keep track of boar activity at your feeding sites
OverviewAll feeding sites
Store creative: Record your wild boar visits at your feeding stations
Log entryRecord visits
Business Model

Simple.
Transparent.

No subscription fatigue. Hunters start free and unlock the premium wind intelligence with a single purchase.

Free

€0to get started
  • Forecast for 4 nights
  • Up to 2 bait sites
  • Visit journal
RECOMMENDED

Wind

€17.99one-time
  • Everything in Free
  • Unlimited bait sites
  • Wind correlation
  • Wind direction display

Prices include VAT and are localised per store (for example β‚Ή1,499 on the Indian App Store).

Privacy & Platform

Trust is part
of the product.

Bait-site locations are sensitive for hunters. Privacy was treated as a feature, not a footnote.

Encrypted locations

Captured only when a hunter sets a site on the map, stored encrypted and never tracked in the background.

No data selling

No third-party data sharing, encryption in transit, and in-app account deletion.

Offline-ready

The latest forecasts stay available without reception; new calculations sync when back online.

Native-feeling appsiPhone (iOS 16.6+) and Android; also runs on Apple silicon Macs and Vision Pro.
Weather servicesWind & weather from specialised numerical weather models, interpolated to each site.
Self-learning modelRecency-weighted per-site model; visits up to 3 years back, wind up to 2 months back.
LocalisedApp, store listings and website in English, German and French.
Launch Snapshot

Live on
both stores.

Boarlytics launched in 2026 on the App Store and Google Play, with a trilingual website and a full set of store creatives.

Forecast horizon
4nights

Per-site visit probability for every upcoming night.

Personalisation
10visits

Until the model adapts individually to a bait site (first forecasts from ~5).

Reach
3languages

English, German and French across app, stores and web.

Platforms
2stores

iOS & Android, plus Mac and Vision Pro compatibility.

Entry barrier
€0start

Free with 2 bait sites; one-time upgrade, no subscription.

History
3years

Of back-dated visits accepted, recency-weighted.

What's next
Get the app

Not every night
is your night.

Now you'll know which one is. Boarlytics is free to start on Android and iOS.

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Here's what our clients have to say about working with CodeChaps.

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