LureScore app iconLureScoreGet it onGoogle Play
AI lure fishing assistant for Android

Stop guessing where the fish are holding

Record a short video of the water. LureScore reads the surface flow, finds the backflows, shear lines and slow-flow pockets that hold predatory fish, and tells you which spot to cast first. Add a daily fishing index built from weather and barometric pressure, and you know when to go as well as where.

Free to download · 5 water analyses a day at no cost · Optional Premium and Pro

LureScore water flow analysis screen ranking casting spots

What LureScore is

LureScore is an AI fishing app for Android, built on two jobs the rest of the fishing category leaves undone. It reads the water in front of you — five to thirty seconds of video, computer-vision flow analysis, and the backflows, shear lines and vortices that hold predatory fish are marked and ranked on your own frame. And it keeps an index of your own: the trips you log gradually weight the daily score toward the conditions that have actually produced on your waters, for the species you chase.

The category already covers forecasts, maps, catch logs and community pins. None of them reads how the water is actually moving where you are standing, and none of them turns your own record into the score. Those two things are the whole product.

All six capabilities →  ·  The free daily index, published by state and city →

Six tools that work together

From the first look at the forecast to the log entry afterwards — one loop, not six separate apps.

01

AI water flow analysis

Record five to thirty seconds of the water surface. Optical flow tracks how it moves frame by frame and marks the backflows, shear lines, vortices and slow-flow zones worth casting to.

More on analysis →

02

Daily fishing index

A 0 to 100 score for the day and the water you pick, built from air temperature, barometric pressure and its trend, wind, humidity and light level.

More on index →

03

Weather and pressure trends

Live conditions plus a multi-day trend line, because the change in pressure matters more than the number itself.

More on trends →

04

Personal AI model

Log your trips and LureScore builds a per-species model from your own history, refining recommendations toward the waters and patterns that actually produce for you.

More on model →

05

Catch records and photo ID

Log a trip in under a minute. Attach a photo and the app identifies the species, so your record stays consistent across seasons.

More on id →

06

Species library

Built around the classic lure targets — bass, pike, trout, salmon, walleye and their coastal cousins — so the index, the analysis and your personal model all speak the same language.

More on library →

How it works

Three steps, no extra hardware, nothing to mount on a boat.

1

Check the index

Open the app and look at today's index for the water you have in mind. Check the pressure trend. If the window is good, go — if it is not, the forecast shows you a better day.

2

Record the water

At the bank, take a short video of the surface and let LureScore analyse it. You get the flow structures marked on screen and a ranked list of spots to work through.

3

Log and improve

Record the trip, the baits and the fish. Over a season that log becomes a personal model, and the recommendations start weighting your waters.

The full explanation →

Screenshots

The analysis screen, the species model and your trip log.

Water flow analysis result screen
Water flow analysis
Fish species analysis screen
Species model
Fishing trip records screen
Trip records

Fishing conditions across the US

LureScore is an app. The daily condition data behind it is published free in a browser, for every US state and a representative destination in each — useful when you want to plan before you have your phone out, or when you are scouting water you have never fished.

Same index, same inputs, no account required. It is also where the longer written guides live — how current shapes where fish hold, and how to read conditions for bass water.

Open in your browser

Levels and membership

Start free. Levels never go down — once you unlock one, it stays.

LevelWater analyses per dayExtra
L1 — Free5Full fishing index, weather and pressure trends, catch records and species ID
L2 — Premium20Date-based fishing index queries, so you can look up any day
L3 — Pro50The heaviest daily analysis allowance for guides and anglers who fish most days

Subscriptions are optional, renew automatically and can be cancelled at any time from your Google Play account. Full membership detail →

Target species

Built for the fish lure anglers actually chase.

Largemouth bassSmallmouth bassNorthern pikeMuskieWalleyeRainbow troutBrown troutSalmonStriped bassBluefish

Frequently asked questions

The questions anglers ask before installing.

How does the AI water flow analysis work?

You record a short video of the water surface. Computer-vision optical flow tracks how the surface moves frame by frame, and the app detects hydrodynamic structures such as backflows, shear lines, vortices and slow-flow zones. Those are the places where baitfish collect and predatory fish hold. LureScore marks them on the frame and ranks the spots so you know where to cast first.

What exactly is the fishing index?

A 0 to 100 score for a given day and location. Air temperature, barometric pressure and pressure trend, wind, humidity and light are combined into one number that indicates how likely fish are to feed. Alongside the system index, LureScore builds a personal index from the trips you log.

Do I need an account, and what does it cost?

Registration is by email with a six-digit verification code, which keeps your catch log tied to you across devices. New accounts start at L1 with 5 water analyses per day at no cost. Premium (L2) and Pro (L3) are optional subscriptions.

Do I need special hardware, or a specific camera?

No. A modern phone camera is all you need. The analysis runs on the video you record in the app — no extra sensors, no drone and no boat required. It works from the bank.

Is my data private?

Your fishing records and photos are private to your account. Location is used only to provide weather and water analysis for the spots you select. Full detail is in our privacy policy.

All questions, including billing and privacy →

Your next session starts here

Bring a sharper plan
to the river.

Get it onGoogle Play