How We Identify
What happens to your photograph, where the facts come from, and what we check before a danger claim goes on the site.
What happens to your photo
The photograph is resized in your browser, sent to our identifier, and deleted the moment we have answered. We keep a hash of the image and the resulting identification — never the image itself. The hash lets us return an instant answer if the same photograph is submitted again, and it cannot be turned back into a picture.
How the identification works
A vision model examines the photograph against a written identification guide covering body plan, leg count and arrangement, eye arrangement, wing structure and markings — the same characters a field key uses. Where it helps, the identifier magnifies specific regions of the photograph to check a character before committing to a group, rather than judging the whole frame at once.
It answers at the most precise rank the photograph honestly supports. Some animals cannot be taken to species from a photograph at all — hobo spiders famously need a microscope — so a family-level answer there is the correct answer, not a failure.
The safety rule
Identification precision and danger assessment are separate problems, and we treat them separately. If the identification is uncertain and the animal falls in a group containing something medically significant, we will not publish a harmless verdict — regardless of what the model concluded. That check is a fixed rule in our code, not an instruction the model can overlook.
The full detail, including what we still get wrong, is on accuracy & limits.
Where the species facts come from
Every record on this site carries the sources its identity and danger claims were checked against, with the date they were checked, shown at the bottom of the page. A record cannot be published without them — that is enforced when the site is built, not by someone remembering.
- BugGuide — Actias luna (Luna Moth, Hodges#7758)
- BugGuide — Antheraea polyphemus (Polyphemus Moth, Hodges#7757)
- BugGuide — Hemaris thysbe (Hummingbird Clearwing, Hodges#7853)
- BugGuide — Hyalophora cecropia (Cecropia Moth, Hodges#7767)
- BugGuide — Hyles lineata (White-lined Sphinx, Hodges#7894)
- CDC — About Lyme Disease
- CDC — What to Do After a Tick Bite
- CDC/NIOSH — Venomous Spiders
- CDC/NIOSH — Venomous Spiders (hobo spider removed 2017)
- Frontiers — Centipede Predation on Vertebrates
- Missouri Department of Conservation — Cecropia Moth
- Missouri Department of Conservation — Luna Moth
- Missouri Department of Conservation — Polyphemus Moth
- Missouri Department of Conservation — Stag Beetles (Lucanids)
- NC State Extension — Camel Crickets
- NC State Extension — Multicolored Asian Lady Beetle in the Landscape
- Ohio State University Extension (Ohioline) — Lady Beetles
- Poison Control — Centipede Stings
- Poison Control — Scorpions
- PubMed — Scolopendra gigantea Envenomation in a Newborn
- Texas A&M AgriLife Extension
- University of Arizona — Scorpions of the Desert Southwest
- University of California IPM — Ants
- University of California IPM — Blister Beetle (Alfalfa)
- University of California IPM — Carpenter Ants
- University of California IPM — Carpenter Bees
- University of California IPM — Carpet Beetles
- University of California IPM — Recluse Spiders
- University of California IPM — Red Imported Fire Ant
- University of California IPM — Spiders
- University of California IPM — Widow Spiders
- University of California IPM — Yellowjackets and Other Social Wasps
- University of Florida Featured Creatures
- University of Florida Featured Creatures — Argiope
- University of Florida Featured Creatures — Golden Silk Spider
- University of Florida IFAS — Puss Caterpillar
- University of Kentucky Entomology — Brown Recluse
- Washington State University Extension
- iNaturalist — Acharia stimulea
- iNaturalist — Anthrenus verbasci
- iNaturalist — Archispirostreptus gigas
- iNaturalist — Argiope aurantia
- iNaturalist — Armadillidium vulgare
- iNaturalist — Automeris io
- iNaturalist — Bathynomus giganteus
- iNaturalist — Battus philenor
- iNaturalist — Blatta orientalis
- iNaturalist — Blattella germanica
- iNaturalist — Bombus impatiens
- iNaturalist — Camponotus pennsylvanicus
- iNaturalist — Centruroides sculpturatus
- iNaturalist — Centruroides vittatus
- iNaturalist — Chauliognathus pensylvanicus
- iNaturalist — Cheiracanthium inclusum
- iNaturalist — Cimex lectularius
- iNaturalist — Coccinella septempunctata
- iNaturalist — Colias philodice
- iNaturalist — Collembola
- iNaturalist — Ctenocephalides felis
- iNaturalist — Cubaris
- iNaturalist — Danaus plexippus
- iNaturalist — Dasymutilla occidentalis
- iNaturalist — Dolichovespula maculata
- iNaturalist — Dynastes hercules
- iNaturalist — Dysdera crocata
- iNaturalist — Epicauta pensylvanica
- iNaturalist — Eratigena agrestis
- iNaturalist — Forficula auricularia
- iNaturalist — Gromphadorhina portentosa
- iNaturalist — Hadrurus arizonensis
- iNaturalist — Harmonia axyridis
- iNaturalist — Hogna carolinensis
- iNaturalist — Hymenopus coronatus
- iNaturalist — Ixodes scapularis
- iNaturalist — Kukulcania hibernalis
- iNaturalist — Latrodectus geometricus
- iNaturalist — Latrodectus mactans
- iNaturalist — Lepisma saccharinum
- iNaturalist — Limenitis archippus
- iNaturalist — Lophocampa caryae
- iNaturalist — Loxosceles reclusa
- iNaturalist — Lucanus capreolus
- iNaturalist — Mantis religiosa
- iNaturalist — Mastigoproctus giganteus
- iNaturalist — Megalopyge opercularis
- iNaturalist — Mezium americanum
- iNaturalist — Oniscus asellus
- iNaturalist — Papilio polyxenes
- iNaturalist — Paraphrynus mexicanus
- iNaturalist — Parasteatoda tepidariorum
- iNaturalist — Pepsis grossa
- iNaturalist — Periplaneta americana
- iNaturalist — Phidippus audax
- iNaturalist — Pholcus phalangioides
- iNaturalist — Phyllocrania paradoxa
- iNaturalist — Pieris rapae
- iNaturalist — Pogonomyrmex barbatus
- iNaturalist — Polistes carolina
- iNaturalist — Polistes fuscatus
- iNaturalist — Porcellionides pruinosus
- iNaturalist — Pseudocreobotra wahlbergi
- iNaturalist — Pyrrharctia isabella
- iNaturalist — Salticidae
- iNaturalist — Sceliphron caementarium
- iNaturalist — Scolopendra gigantea
- iNaturalist — Scutigera coleoptrata
- iNaturalist — Solenopsis invicta
- iNaturalist — Sphecius speciosus
- iNaturalist — Sphex pensylvanicus
- iNaturalist — Stagmomantis carolina
- iNaturalist — Steatoda grossa
- iNaturalist — Supella longipalpa
- iNaturalist — Tachycines asynamorus (= Diestrammena asynamora)
- iNaturalist — Tegenaria domestica
- iNaturalist — Tenodera sinensis
- iNaturalist — Trichonephila clavipes
- iNaturalist — Vespula maculifrons
- iNaturalist — Xylocopa virginica
- iNaturalist — Xyloryctes jamaicensis
What we don’t do
We don’t give medical advice, and we don’t recommend pesticides. This is an identification site. If you have been bitten or stung and symptoms develop, see a doctor — and if something is in your house that you want gone, identifying it correctly is the first step, but the removal is somebody else’s trade.