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Updated 2026-10-14 · 2 min read

Is identifying a plant by photo accurate?

Short answer: PotPal does not publish an accuracy figure and does not claim one: identification is an AI model's best guess from a single photo, shown with alternatives when it has them, and you confirm or correct it before the plant is added. If it fails or returns nothing, PotPal takes you to choosing the species by hand with your photo attached.

A fair question deserves a fair answer: no app can promise a perfect match from one photo. Here is what PotPal does with a photo and what protects you when it is wrong.

Source: PotPal's own source code for version 1.3.5 and its privacy policy, checked 2026-10-14. This page contains no accuracy percentage because we have not measured one and will not borrow one.

What happens to your photo

  1. The photo is shrunk on your phone. Only the smaller copy is sent.
  2. It goes to PotPal's server for one identification request. An AI model looks at the photo and returns a species name, the light and pot it can see, and care information.
  3. You see the species, with alternatives when there are any. The server can return up to three other species the photo might show.
  4. You confirm or edit. A confirmation screen lets you change the name and the details before the plant is saved.
  5. If it fails, you pick by hand. A failed or empty result opens the species picker and carries your photo along.

What the percentage next to a species means

The species choices can show a percentage. That number is the model's own estimate for that one photo, not a measured accuracy rate, and a model's self-assessed confidence is often unreliable. PotPal does not use it to accept or block anything automatically. Your confirmation is the gate, not a score.

What protects you when it is wrong

What it is not

Practical tips for the photo

These are our suggestions, not measured results: one plant per photo, leaves in view, ordinary daylight. If the first result looks wrong, retake the photo or pick one of the alternatives.

Privacy and limits

Identification needs the photo to leave your phone. According to PotPal's privacy policy, it is used only for that one request and is not retained or used for training. The free plan allows 10 identifications a day, and PotPal Pro removes the limit.

Frequently asked questions

Does PotPal tell me how accurate an identification is?

Not as a measured figure. The species choices can show a percentage, but that is the model's own estimate for that photo, not tested accuracy. You confirm or correct the result before saving.

What if PotPal gets my plant wrong?

Correct it on the confirmation screen, or choose the species by hand. The species only sets a starting watering range, and a soil check overrides it.

Can PotPal identify any plant I see outside?

It is built for indoor and balcony plants and is optimized for the plants you water yourself, not for naming every plant outdoors.

Is my photo kept?

According to PotPal's privacy policy, the photo is used only for that single identification request and is not retained.

PotPal works out when your plants may need water, and you keep the final say by checking the soil.

Get PotPal on the App Store

Free to download · iPhone · iOS 17 or later · optional PotPal Pro