If you are not sure if the website you would like to visit is secure, you can verify it here. Enter the website address of the page and see parts of its content and the thumbnail images on this site. None (if any) dangerous scripts on the referenced page will be executed. Additionally, if the selected site contains subpages, you can verify it (review) in batches containing 5 pages.
favicon.ico: developer.android.com/ai - AI on Android  |  Android Deve.

site address: developer.android.com/ml redirected to: developer.android.com/ai

site title: AI on Android     Android Developers

Our opinion (on Wednesday 16 September 2026 22:43:04 UTC):

GREEN status (no comments) - no comments
After content analysis of this website we propose the following hashtags:



Meta tags:

Headings (most frequently used words):

android, your, ai, with, app, the, intelligence, ml, and, gemini, system, new, intelligent, solutions, support, to, models, apps, kit, aicore, developer, preview, studio, integrate, find, pathway, features, case, studies, traditional, accelerate, development, latest, news, videos, community, prepare, connect, bring, into, use, build, appfunctions, computer, control, apis, gemma, kakao, mobility, boosts, conversions, by, 45, innovative, using, firebase, talkback, uses, nano, for, image, accessibility, summarize, voice, recordings, common, user, flows, custom, litert, mediapipe, play, on, device, delivery, in, cli, join, google, more, discover, devices, releases, documentation, downloads,

Text of the page (most frequently used words):
android (90), and (66), play (51), the (43), with (35), your (33), for (31), more (31), app (26), learn (24), google (21), #gemini (18), get (17), studio (16), #device (16), build (15), libraries (14), apps (13), tools (13), all (12), you (11), api (10), features (10), latest (10), feature (10), experiences (10), wear (9), developer (9), using (9), user (9), overview (9), games (9), cars (8), thumb (8), code (8), nano (8), development (8), services (8), design (8), privacy (7), devices (7), samples (7), started (7), models (7), preview (7), use (7), new (7), updates (7), compose (7), join (6), support (6), documentation (6), developers (6), guides (6), explore (6), delivery (6), kit (6), how (6), apis (6), users (6), console (6), core (6), news (5), platform (5), reference (5), releases (5), chromeos (5), health (5), blog (5), community (5), down (5), form (5), that (5), performance (5), powered (5), experience (5), solutions (5), intelligence (5), appfunctions (5), programs (5), phones (5), tablets (5), foldables (5), quality (5), guidelines (4), firebase (4), studies (4), media (4), are (4), lets (4), test (4), help (4), cli (4), best (4), custom (4), model (4), case (4), our (4), optimize (4), from (4), develop (4), sdk (4), index (4), monetization (4), jetpack (4), write (4), areas (4), excellent (4), glasses (4), world (4), brand (3), download (3), camera (3), fitness (3), security (3), enterprise (3), connect (3), find (3), touch (3), prompts (3), access (3), aicore (3), agents (3), can (3), resources (3), debug (3), level (3), deploy (3), genai (3), control (3), essentials (3), mobile (3), training (3), capabilities (3), voice (3), accessibility (3), read (3), gemma (3), automation (3), designed (3), intelligent (3), workflow (3), system (3), integrate (3), stay (3), together (3), projects (3), data (3), work (3), technical (3), ide (3), adaptive (3), plan (3), details (3), 한국어 (2), 日本語 (2), ภาษาไทย (2), বাংলা (2), हिंदी (2), فارسی (2), العربيّة (2), עברית (2), русский (2), türkçe (2), tiếng (2), việt (2), português (2), brasil (2), polski (2), italiano (2), indonesia (2), français (2), español (2), américa (2), latina (2), deutsch (2), english (2), tips (2), manage (2), cloud (2), report (2), bug (2), downloads (2), discover (2), source (2), linkedin (2), out (2), youtube (2), easy (2), problem (2), other (2), need (2), too (2), group (2), building (2), generative (2), based (2), tool (2), prototype (2), early (2), production (2), faster (2), companion (2), generate (2), practices (2), errors (2), save (2), time (2), tasks (2), focus (2), accelerate (2), while (2), optimized (2), mediapipe (2), open (2), own (2), provides (2), built (2), litert (2), common (2), harness (2), audio (2), provide (2), offline (2), inference (2), recordings (2), talkback (2), detailed (2), image (2), their (2), kakao (2), mobility (2), agentic (2), prepare (2), computer (2), assistants (2), supported (2), mcp (2), logic (2), bring (2), into (2), evolving (2), content (2), events (2), tos (2), product (2), categories (2), authors (2), marketing (2), bundles (2), install (2), referrer (2), reviews (2), asset (2), dev (2), center (2), policies (2), integrity (2), fundamentals (2), better (2), tech (2), bench (2), gradle (2), plugin (2), command (2), line (2), connectivity (2), files (2), background (2), interfaces (2), multidevice (2), fraud (2), prevention (2), identity (2), permissions (2), value (2), kotlin (2), multiplatform (2), testing (2), modularization (2), navigation (2), introduction (2), architecture (2), widgets (2), headsets (2), desktop (2), sandbox (2), experimental (2), productivity (2), social (2), messaging (2), category (2), googlebook (2), factor (2), verification (2), hello (2), grow (2), real (2), step (2), browse (2), secure (2), factors (2), create (2), subscribe, email, cookies, license, products, chrome, research, ndk, guide, large, screens, machine, learning, gaming, podcasts, check, follow, androiddev, understand, easytounderstand, solved, solvedmyproblem, otherup, missing, information, missingtheinformationineed, complicated, many, steps, toocomplicatedtoomanysteps, date, outofdate, issue, samplescodeissue, otherdown, would, love, have, conversation, complete, keep, existing, videos, fastest, way, start, web, run, right, browser, shape, future, before, hits, makes, easier, environments, choice, coding, relevant, troubleshoot, automate, repetitive, suggest, which, higher, solving, innovation, program, efficiently, simplifies, helping, enhance, keeping, size, offers, cross, customizable, live, streaming, stack, top, covers, needed, high, ready, requires, expertise, rather, than, optimization, flows, processing, detection, classification, images, text, traditional, pixel, recorder, leverages, summaries, summarize, multimodality, enables, clear, descriptions, even, unstable, network, connection, uses, about, add, innovative, implementing, streamlined, address, entry, reduced, order, completion, reducing, server, costs, enhancing, boosts, conversions, unlock, local, featuring, advanced, reasoning, calling, today, take, advantage, speech, recognition, reduce, times, when, prompt, prefix, caching, this, framework, oem, preloaded, interact, task, changes, required, simplify, integrations, empowers, behave, like, servers, contributing, functions, act, proactive, along, client, integration, currently, private, trusted, testers, but, begin, preparing, now, arrow_right_alt, leverage, including, official, suite, skills, implement, full, power, hybrid, make, available, qualified, rely, fall, back, select, cutting, edge, empower, enlighten, pathway, through, self, service, become, part, next, generation, categorize, preferences, organized, collections, sign, manuals, references, specifications, confidence, upcoming, webinars, workshops, meetups, special, initiatives, results, different, teams, achieve, goals, quick, deep, dive, tutorials, these, smarter, stories, spotlight, collaborative, loop, behind, scenes, looks, publishing, promoting, managing, deliver, engage, monitize, publish, game, business, share, pipeline, docs, safeguard, against, threats, ensure, align, store, robust, testable, maintainable, beautiful, interface, throughout, year, give, feedback, following, prescriptive, opinionated, guidance, first, multiple, skip, main,


Text of the page (random words):
ai on android android developers skip to main content essentials build ai experiences build ai powered android apps with gemini apis and more get started get started create your first app use compose for ui and adaptive app development to support multiple device form factors hello world developer verification adaptive apps compose for ui ai powered ide training monetization with play ️ optimize by form factor build apps that optimize the user experience on phones tablets foldables cars xr and more phones tablets foldables android for cars android tv android xr googlebook chromeos wear os build by category learn to build for your use case by following google s prescriptive and opinionated guidance games camera media social messaging health fitness productivity enterprise apps get the latest stay in touch with the latest releases throughout the year join our preview programs and give us your feedback latest updates experimental updates android studio preview jetpack compose libraries wear os releases privacy sandbox ️ design plan excellent experiences build the best experiences for your best users learn more ui design design a beautiful user interface using android best practices design for android mobile desktop experiences xr headsets xr glasses ai glasses widgets wear os android tv android for cars architecture design robust testable and maintainable app logic and services introduction libraries navigation modularization testing kotlin multiplatform quality plan for app quality and align with play store guidelines overview core value user experience accessibility technical quality excellent experiences security safeguard users against threats and ensure a secure android experience overview privacy permissions identity fraud prevention develop gemini in android studio your ai development companion for android development learn more get android studio core areas get the samples and docs for the features you need samples multidevice support user interfaces background work data and files connectivity all core areas ️ tools and workflow use the ide to write and build your app or create your own pipeline write and debug code build projects test your app performance command line tools gradle plugin api android bench device tech write code for form factors connect devices and share data phones tablets foldables chromeos android for cars android tv android xr wear os android health better together all devices ️ libraries browse api reference documentation with all the details android platform jetpack libraries compose libraries google play services ️ google play sdk index ️ google play play console publish your app or game and grow your business on google play go to play console learn more ️ fundamentals learn how to engage users monitize and secure your app play monetization play integrity play policies play programs ️ games dev center develop and deliver games get tools downloads and samples overview play asset delivery play games services play games on pc level up guidelines all play guides ️ libraries browse api reference documentation with all the details play feature delivery play in app updates play in app reviews play install referrer google play services ️ google play sdk index ️ all play libraries ️ tools resources tools for publishing promoting and managing your app android app bundles brand marketing play console apis ️ blog the android developer s blog read the latest explore the authors explore categories product news stay in the loop with the latest updates feature releases and behind the scenes looks at how we re evolving community discover stories from our users spotlight features and the collaborative projects that bring us all together how tos from quick tips to deep dive tutorials these step by step guides are designed to help you work smarter and faster case studies real world results from real world users explore how different teams use our tools to achieve their goals events programs get the details on upcoming webinars workshops meetups and special initiatives designed to help you grow documentation access detailed manuals api references and technical specifications to help you build and integrate with confidence english deutsch español américa latina français indonesia italiano polski português brasil tiếng việt türkçe русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 简体 中文 繁體 日本語 한국어 android studio sign in ai overview samples guides reference essentials more design plan more develop more overview samples guides reference google play more blog more android studio build ai experiences get started get started hello world developer verification adaptive apps compose for ui ai powered ide training monetization with play ️ optimize by form factor phones tablets foldables android for cars android tv android xr googlebook chromeos wear os build by category games camera media social messaging health fitness productivity enterprise apps get the latest latest updates experimental updates android studio preview jetpack compose libraries wear os releases privacy sandbox ️ excellent experiences learn more ui design design for android mobile desktop experiences xr headsets xr glasses ai glasses widgets wear os android tv android for cars architecture introduction libraries navigation modularization testing kotlin multiplatform quality overview core value user experience accessibility technical quality excellent experiences security overview privacy permissions identity fraud prevention gemini in android studio learn more get android studio core areas samples multidevice support user interfaces background work data and files connectivity all core areas ️ tools and workflow write and debug code build projects test your app performance command line tools gradle plugin api android bench device tech phones tablets foldables chromeos android for cars android tv android xr wear os android health better together all devices ️ libraries android platform jetpack libraries compose libraries google play services ️ google play sdk index ️ play console go to play console learn more ️ fundamentals play monetization play integrity play policies play programs ️ games dev center overview play asset delivery play games services play games on pc level up guidelines all play guides ️ libraries play feature delivery play in app updates play in app reviews play install referrer google play services ️ google play sdk index ️ all play libraries ️ tools resources android app bundles brand marketing play console apis ️ the android developer s blog read the latest explore the authors explore categories product news community how tos case studies events programs documentation android developers develop overview stay organized with collections save and categorize content based on your preferences integrate your app with the android intelligence system android is evolving into an intelligence system powered by ai integrate your app through a self service model and become part of the next generation of intelligent experiences on android find your android ai pathway select from google s cutting edge ai ml solutions to empower and enlighten your android app users prepare and connect your app to the intelligence system make your app s capabilities available to qualified agents using appfunctions or rely on ui automation on supported devices as a fall back bring intelligence into your app with gemini models implement on device features with gemini nano and ml kit genai apis or harness the full power of cloud and hybrid ai with firebase ai logic use ai to build intelligent android apps leverage agentic tools for android development including gemini in android studio android cli and the official suite of android skills to accelerate your workflow download android cli download get started with ai on android arrow_right_alt new android intelligent features new feature appfunctions appfunctions is an android api designed to simplify building android mcp integrations it empowers your apps to behave like on device mcp servers contributing functions that act as tools for use by proactive features along with client agents and assistants appfunctions integration with gemini is currently in a private preview with trusted testers but you can begin preparing your apps now using appfunctions and development tools learn more new feature android computer control prepare your app for automation with android computer control this framework lets oem preloaded assistants interact with supported apps using task automation with no code changes required by your app learn more new feature new ml kit apis take advantage of gemini nano s audio capabilities with the speech recognition api and reduce inference times when using prompt api with the prefix caching feature learn more new feature aicore developer preview join the aicore developer preview to prototype with on device gemini nano models test custom prompts and optimize performance learn more new feature gemma 4 unlock local agentic intelligence on android with gemma 4 our open model featuring advanced reasoning and tool calling code with gemma 4 in android studio and build on device ai features with ml kit genai apis today learn more ai case studies kakao mobility boosts conversions by 45 by implementing gemini nano on device kakao mobility streamlined address entry and reduced order completion time by 24 while reducing server costs and enhancing user privacy learn more innovative android apps using firebase ai read about how android developers are using firebase ai to add generative ai features to their apps learn more talkback uses gemini nano for image accessibility gemini nano with multimodality enables talkback to provide clear and detailed image descriptions even if the device is offline or on an unstable network connection learn more summarize voice recordings google pixel s voice recorder app leverages gemini nano to provide offline and on device inference to generate summaries of voice recordings learn more traditional ml solutions harness the processing capabilities of android devices for on device ml detection and classification of images audio and text common user flows with ml kit ml kit provides production ready solutions to common tasks and requires no ml expertise models are built in and optimized for mobile ml kit is easy to use and lets you focus on feature development rather than model training and optimization learn more custom models with litert for more control or to deploy your own ml models android provides a custom ml stack built on top of litert and google play services that covers the essentials needed to deploy high performance ml features learn more mediapipe solutions mediapipe offers open source cross platform customizable ml solutions for live and streaming media learn more play on device delivery deploy and manage your custom ml and genai models for on device ai features efficiently with play for on device ai google play simplifies model delivery helping you to enhance user experience while keeping app size optimized join the early access program accelerate your development ai powered tools can automate repetitive tasks suggest code debug errors and more which lets you focus on higher level problem solving and innovation gemini in android studio gemini in android studio is your coding companion for android development it can generate code find relevant resources learn best practices troubleshoot errors and save time learn more android cli android cli makes it faster and easier to build android apps using the agents and developer environments of your choice learn more join the aicore developer preview get early access to the latest gemini nano models test your prompts explore on device performance and help shape the future of on device ai before it hits production learn more google ai studio the fastest way to start using gemini is with google ai studio a web based tool that lets you prototype run prompts right in your browser and get started with the gemini api get started latest news and videos community support if you are building generative ai features we would love to have a conversation with you complete the form to keep in touch or join an existing community group get in touch find a google developer group easy to understand easytounderstand thumb up solved my problem solvedmyproblem thumb up other otherup thumb up missing the information i need missingtheinformationineed thumb down too complicated too many steps toocomplicatedtoomanysteps thumb down out of date outofdate thumb down samples code issue samplescodeissue thumb down other otherdown thumb down x follow androiddev on x youtube check out android developers on youtube linkedin connect with the android developers community on linkedin more android android android for enterprise security source news blog podcasts discover gaming machine learning health fitness camera media privacy 5g android devices large screens wear os chromeos devices android for cars android tv releases android 17 android 16 android 15 android 14 android 13 android 12 android 11 documentation and downloads android studio guide developers guides api reference download studio android ndk support report platform bug report documentation bug google play support join research studies android chrome firebase google cloud platform all products privacy license brand guidelines manage cookies get news and tips by email subscribe english deutsch español américa latina français indonesia italiano polski português brasil tiếng việt türkçe русский עברית العربيّة فارسی हिंदी বাংলা ภาษาไทย 中文 简体 中文 繁體 日本語 한국어
Thumbnail images (randomly selected): * Images may be subject to copyright.GREEN status (no comments)

Verified site has: 131 subpage(s). Do you want to verify them? Verify pages:

1-5 6-10 11-15 16-20 21-25 26-30 31-35 36-40 41-45 46-50
51-55 56-60 61-65 66-70 71-75 76-80 81-85 86-90 91-95 96-100
101-105 106-110 111-115 116-120 121-125 126-130 131-131


The site also has 1 references to other resources (not html/xhtml )

 developer.android.com/ai  Verify


Top 50 hastags from of all verified websites.

Supplementary Information (add-on for SEO geeks)*- See more on header.verify-www.com

Header

HTTP/1.1 301 Moved Permanently
location htt????/developer.android.com/ml
x-cloud-trace-context 68eb15d61625fbba1e8622a67d0df5e8
date Wed, 16 Sep 2026 22:43:03 GMT
content-type text/html
server Google Frontend
Content-Length 0
Connection close
HTTP/2 301
content-type text/html; charset=utf-8
location /ai
cache-control private, max-age=2592000
pragma
vary Cookie
vary Accept-Encoding
content-security-policy base-uri self ; object-src none ; script-src strict-dynamic unsafe-inline https: http: nonce-ynfasPbrOLYL0L3zYDJh5owAQsrRNZ unsafe-eval ; frame-ancestors self htt????/developers.google.com/_d/analytics-iframe; report-uri htt????/csp.withgoogle.com/csp/devsite/v2
strict-transport-security max-age=63072000; includeSubdomains; preload
x-xss-protection 0
x-content-type-options nosniff
expires 0
content-encoding gzip
x-cloud-trace-context ebeeb874bdd0b994f3b081ad63d440ee
date Wed, 16 Sep 2026 22:43:03 GMT
server Google Frontend
content-length 161
alt-svc h3= :443 ; ma=2592000,h3-29= :443 ; ma=2592000
HTTP/2 200
last-modified Fri, 28 Aug 2026 00:34:57 GMT
content-type text/html; charset=utf-8
vary Cookie
vary Accept-Encoding
content-security-policy base-uri self ; object-src none ; script-src strict-dynamic unsafe-inline https: http: nonce-59+tArn/nfE3SkMkpWoXr0rRtqpHme unsafe-eval ; frame-ancestors self htt????/developers.google.com/_d/analytics-iframe; report-uri htt????/csp.withgoogle.com/csp/devsite/v2
strict-transport-security max-age=63072000; includeSubdomains; preload
x-xss-protection 0
x-content-type-options nosniff
cache-control no-cache, must-revalidate
expires 0
pragma no-cache
content-encoding gzip
x-cloud-trace-context 2e022b053f09df28f3b081ad63d443ed
date Wed, 16 Sep 2026 22:43:04 GMT
server Google Frontend
content-length 35706
alt-svc h3= :443 ; ma=2592000,h3-29= :443 ; ma=2592000

Meta Tags

title="AI on Android  |  Android Developers"
name="google-signin-client-id" content="721724668570-nbkv1cfusk7kk4eni4pjvepaus73b13t.apps.googleusercontent.com"
name="google-signin-scope" content="profile email htt????/www.googleapis.com/auth/developerprofiles htt????/www.googleapis.com/auth/developerprofiles.award htt????/www.googleapis.com/auth/devprofiles.full_control.firstparty"
property="og:site_name" content="Android Developers"
property="og:type" content="website"
name="theme-color" content="#34a853"
charset="utf-8"
content="IE=Edge" http-equiv="X-UA-Compatible"
name="viewport" content="width=device-width, initial-scale=1"
property="og:title" content="AI on Android  |  Android Developers"
property="og:url" content="htt????/developer.android.com/ai"
property="og:image" content="htt????/developer.android.com/static/images/social/android-developers.png"
property="og:image:width" content="1200"
property="og:image:height" content="675"
property="og:locale" content="en"
name="twitter:card" content="summary_large_image"

Load Info

page size35706
load time (s)0.981404
redirect count2
speed download36397
server IP 172.217.20.46
* all occurrences of the string "http://" have been changed to "htt???/"