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iNaturalist

Hacker Approved

Plant identification app in Learning

Free app and website for identifying and recording wildlife, with community experts confirming IDs; critics find location privacy hard to find and the interface confusing.

Free app and website for identifying and recording wildlife, with community experts confirming IDs; critics find location privacy hard to find and the interface confusing.

70 people gave an opinion

recommend it
52
criticize it
18
approval share
74%
Each figure is one person. RecommendsCriticizes

Recommended in 6 of 13 months

  1. November 2025: recommended
  2. December 2025: not recommended
  3. January 2026: recommended
  4. February 2026: recommended
  5. March 2026: not recommended
  6. April 2026: recommended
  7. May 2026: not recommended
  8. June 2026: not recommended
  9. July 2026: not recommended
  10. August 2026: recommended
  11. September 2026: not recommended
  12. October 2026: recommended
  13. November 2026: not recommended (month in progress)

Owned for 6 years

Median of the 3 owners who said how long they have had it.

Each square is one year.

Why it carries the badge

  • 52 people recommend itNeeds 10 or more, met.
  • 2.9 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 6 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Identifies plants and animals well

    “I have found great value in assistive tools Merlin and Seek/iNaturalist for bird and plant identification.”

    Comment from 6 Aug 2026 in “Crime Pays but Botany Doesn't”

    “I use it to ID cool insects I come across, I get responses within few minutes to hours.”

    Comment from 9 Jan 2026 in “Why I Left iNaturalist”

    “it's great, it really helped me learn about my local fauna”

    Comment from 3 Apr 2026 in “iNaturalist”
  • Data useful for science and research

    “The fact that a citizen science platform accidentally produced one of the most important biodiversity ML datasets is kind of remarkable.”

    Comment from 3 Apr 2026 in “iNaturalist”

    “It's a massive dataset. There's nothing quite like it. The way people collaborate and verify information on iNat is invaluable.”

    Comment from 9 Jan 2026 in “Why I Left iNaturalist”

    “It's a living biodiversity record. That kind of data has had an impact on things like”

    Comment from 9 Jan 2026 in “Why I Left iNaturalist”
  • Easy to use, good usability

    “I really like how easy it is to use, the various views on the data (incl. geofenced projects and places), the fact you can export it all back out again”

    Comment from 3 Apr 2026 in “iNaturalist”

    “in terms of usability it's uncommonly good compared to most biodiversity platforms”

    Comment from 3 Apr 2026 in “iNaturalist”

    “it does everything Seek does, but better and it’s generally also faster”

    Comment from 9 Jan 2026 in “Why I Left iNaturalist”
  • Fun, like Pokémon for wildlife

    “iNaturalist [1] is kind of "gamified". Has a rather large "bird" taxon observation amount.”

    Comment from 11 Nov 2025 in “Ask HN: What Are You Working On? (Nov 2025)”

    “the app is great, feels like pokemon for animals in chicago”

    Comment from 4 Apr 2026 in “iNaturalist”

    “It's the closest thing to real-life Pokemon I know of.”

    Comment from 4 Apr 2026 in “iNaturalist”

What people warn about

Each mark is one comment

  • Exposes home locations by default

    “it's also a significant doxxing risk especially for the large number of non-technical users”

    Comment from 3 Apr 2026 in “iNaturalist”

    “a fair number of users add enough detail to make me think that they don't realize that their info is so public”

    Comment from 3 Apr 2026 in “iNaturalist”

    “I do agree, and on iNat I can clearly see my house and the house of a few other people in the neighborhood.”

    Comment from 4 Apr 2026 in “iNaturalist”
  • Models and process not open

    “as they don't publish their models or model-building-process, it's non-replicable, so in my view it's not Science”

    Comment from 4 Apr 2026 in “iNaturalist”

    “it's not capital-S Science unless they make the model build path open and others can replicate and test it freely”

    Comment from 5 Apr 2026 in “iNaturalist”

    “They should publish their models and build process. If it's not available for replication, it's not science.”

    Comment from 3 Apr 2026 in “iNaturalist”
  • Location privacy controls hard to find

    “It has options to hide or obscure the location, which I use whenever I'm anywhere near my house, but it should be a little better about prompting users to use that.”

    Comment from 3 Apr 2026 in “iNaturalist”

    “There's an option to obscure the exact location of plants, but it's not obvious.”

    Comment from 3 Apr 2026 in “iNaturalist”
  • Confusing interface and buttons

    “the little infographic that shows "how it works" looks like the cloudflare warning when cloudflare can't connect to the host”

    Comment from 3 Apr 2026 in “iNaturalist”

    “iNaturalist confuses even me about what buttons I'm supposed to be pressing”

    Comment from 4 Apr 2026 in “iNaturalist”

What people recommend instead

The same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

iNaturalist compared with 1 alternative
ProductRecommendCriticizeApprovalMonthsOwnedBadge
iNaturalistThis page521874%66 yrs3 ownersApproved
Flora Incognita6275%2——

What people said

40 of the 81 comments that mention it, newest first. Each links to the original comment.

“much more the same kind of endless opportunity for discovery that computers felt like”

RecommendsComment from 20 Aug 2026 in “I should have loved biology”

“I have found great value in assistive tools Merlin and Seek/iNaturalist for bird and plant identification.”

RecommendsComment from 6 Aug 2026 in “Crime Pays but Botany Doesn't”

“iNaturalist is and the apk can be directly installed from the GitHub releases page”

RecommendsComment from 6 Aug 2026 in “Crime Pays but Botany Doesn't”

“iNaturalist is great for stuff like this as it allows organizations to create projects for data collection on specific species.”

RecommendsComment from 13 Apr 2026 in “Android now stops you sharing your location in photos”

“it's not capital-S Science unless they make the model build path open and others can replicate and test it freely”

CriticizesComment from 5 Apr 2026 in “iNaturalist”

“iNaturalist confuses even me about what buttons I'm supposed to be pressing”

CriticizesComment from 4 Apr 2026 in “iNaturalist”

“I do agree, and on iNat I can clearly see my house and the house of a few other people in the neighborhood.”

CriticizesComment from 4 Apr 2026 in “iNaturalist”

“as they don't publish their models or model-building-process, it's non-replicable, so in my view it's not Science”

CriticizesComment from 4 Apr 2026 in “iNaturalist”

“the app is great, feels like pokemon for animals in chicago”

RecommendsComment from 4 Apr 2026 in “iNaturalist”

“a huge unexpected benefit has been having my photos catalogued and findable by species, family, date or location”

RecommendsComment from 4 Apr 2026 in “iNaturalist”

“It's the closest thing to real-life Pokemon I know of.”

RecommendsComment from 4 Apr 2026 in “iNaturalist”

“Merlin, ebird, rock identifier, and inaturalist are some of the great apps to use while out in nature.”

RecommendsComment from 4 Apr 2026 in “iNaturalist”

“Helped me ID some ink caps growing on a bale of hay”

RecommendsComment from 4 Apr 2026 in “iNaturalist”

“I really like how easy it is to use, the various views on the data (incl. geofenced projects and places), the fact you can export it all back out again”

RecommendsComment from 3 Apr 2026 in “iNaturalist”

“The fact that a citizen science platform accidentally produced one of the most important biodiversity ML datasets is kind of remarkable.”

RecommendsComment from 3 Apr 2026 in “iNaturalist”

“This app sparked a kind of existential change for me, also during the pandemic.”

RecommendsComment from 3 Apr 2026 in “iNaturalist”

“The data is really useful for science and for machine learning.”

RecommendsComment from 3 Apr 2026 in “iNaturalist”

“a fair number of users add enough detail to make me think that they don't realize that their info is so public”

CriticizesComment from 3 Apr 2026 in “iNaturalist”

“the little infographic that shows "how it works" looks like the cloudflare warning when cloudflare can't connect to the host”

CriticizesComment from 3 Apr 2026 in “iNaturalist”

“It has options to hide or obscure the location, which I use whenever I'm anywhere near my house, but it should be a little better about prompting users to use that.”

MixedComment from 3 Apr 2026 in “iNaturalist”

“There's an option to obscure the exact location of plants, but it's not obvious.”

MixedComment from 3 Apr 2026 in “iNaturalist”

“in terms of usability it's uncommonly good compared to most biodiversity platforms”

RecommendsComment from 3 Apr 2026 in “iNaturalist”

“the default should be low precision location data with a random offset per item”

CriticizesComment from 3 Apr 2026 in “iNaturalist”

“it's also a significant doxxing risk especially for the large number of non-technical users”

MixedComment from 3 Apr 2026 in “iNaturalist”

“They should publish their models and build process. If it's not available for replication, it's not science.”

CriticizesComment from 3 Apr 2026 in “iNaturalist”

“it's great, it really helped me learn about my local fauna”

RecommendsComment from 3 Apr 2026 in “iNaturalist”

“it'd be a lot cooler if they released their models”

MixedComment from 3 Apr 2026 in “iNaturalist”

“iNaturalist is great for identification and information, but it lacked the fun and soul we were looking for.”

MixedComment from 16 Feb 2026 in “Show HN: Wildex – we built Pokémon Go for real wildlife”

“people would pile on with species-level IDs on pictures that were obviously ambiguous between different species”

MixedComment from 13 Jan 2026 in “Why I Left iNaturalist”

“iNaturalist data is often a good starting place for determining which government bodies/NGOs”

MixedComment from 10 Jan 2026 in “Why I Left iNaturalist”

“I really feel inatuslist is the best tool for the average person to do this.”

RecommendsComment from 9 Jan 2026 in “Why I Left iNaturalist”

“it does everything Seek does, but better and it’s generally also faster”

RecommendsComment from 9 Jan 2026 in “Why I Left iNaturalist”

“iNaturalist is a really powerful tool for initial data exploration.”

MixedComment from 9 Jan 2026 in “Why I Left iNaturalist”

“I didn't see papers where the data was part of researching the plants and animals”

MixedComment from 9 Jan 2026 in “Why I Left iNaturalist”

“I think the iNaturalist app is great and I've used it before and enjoyed it.”

RecommendsComment from 9 Jan 2026 in “Why I Left iNaturalist”

“I use it to ID cool insects I come across, I get responses within few minutes to hours.”

RecommendsComment from 9 Jan 2026 in “Why I Left iNaturalist”

“I tried getting into the iNaturalist app several times and it just never stuck.”

MixedComment from 9 Jan 2026 in “Why I Left iNaturalist”

“It's a massive dataset. There's nothing quite like it. The way people collaborate and verify information on iNat is invaluable.”

RecommendsComment from 9 Jan 2026 in “Why I Left iNaturalist”

“It's a living biodiversity record. That kind of data has had an impact on things like”

RecommendsComment from 9 Jan 2026 in “Why I Left iNaturalist”

“iNaturalist [1] is kind of "gamified". Has a rather large "bird" taxon observation amount.”

RecommendsComment from 11 Nov 2025 in “Ask HN: What Are You Working On? (Nov 2025)”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.