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Alexa (Echo Platform)

Fail
Amazon · 🇺🇸 United States · WiFi
PolicyApp PermissionsNetwork TrafficFirmwareRegulatory
Technical details
App: com.amazon.dee.app
Manufacturer: Amazon

⚠️ The bottom line

Amazon hired thousands of people in Romania, Costa Rica, India, and Boston to listen to what you said to Alexa. Bloomberg reported in April 2019 that reviewers heard couples having sex, domestic violence, children talking alone, people singing in the shower. The internal tools showed account numbers and first names right next to the recordings. One worker heard what sounded like a sexual assault. Amazon told them it wasn't their job to interfere. Amazon never mentioned human review in Alexa's terms of service -- not until Bloomberg forced them to. You thought you were talking to a machine. You were talking to a room full of strangers with your account number on their screen. Parents told Alexa to delete their kids' recordings. Amazon said OK -- then kept the transcripts and the AI models trained on children's voices. The delete button was a lie. In May 2023, the FTC fined Amazon $25 million for violating children's privacy law. The FTC's words: "Amazon's hollow promises are not good enough." Amazon also kept children's geolocation data indefinitely -- where your kid was, when, for how long. The same week, Amazon paid another $5.8 million for Ring privacy violations. $30.8 million in fines in one week. The FTC ordered Amazon to delete the children's data AND destroy the AI algorithms trained on it. Your child's voice was training Amazon's AI. The delete button just hid it from you.

Legal jurisdiction
🇺🇸 United States (headquarters)
CLOUD Act read more →
US govt can demand your data from this company even if stored overseas
FISA §702 / PRISM read more →
NSA collects stored emails, photos, messages without individual warrants
Geofence warrants read more →
Police can demand location data for everyone near a crime scene
Spying
4/4 EXTREME
Is someone spying on me?
Kids at risk
Data Sharing
3/4 HIGH
Who gets my data?
Kids at risk
Security
2/4 MODERATE
Is it actually secure?
Kids at risk
Honesty
4/4 EXTREME
Can I trust what they say?
Kids at risk
REPLACE Extreme risk. Look for alternatives or lock down hard.
10Contradictions
3Critical
7High
0Medium
14Sources
Findings by concern
Spying 4/4 EXTREME 4 findings
⚡ highpolicy claims vs third party research
Amazon says Alexa only listens when you say the wake word. Researchers at Northeastern University and Imperial College London found Alexa activates up to 19 times per day without anyone saying "Alexa." A TV character says something that sounds vaguely like it. A conversation in the next room. Background noise. Each false trigger sends 20-43 seconds of audio to Amazon's servers. That's up to 13 minutes of accidental recording per day, stored on Amazon's servers, available for human review. Across 100 million devices, even a small error rate means millions of unintended recordings daily. Amazon's default setting? Keep everything forever. They added a delete option in 2020, but you have to find it and turn it on. The device that "only listens when you say Alexa" records your home up to 19 times a day.

What they claim: Amazon states that Echo devices only send audio to the cloud "after the device detects the wake word." Wake word detection is described as running locally on the device.

What we found: Research from Northeastern University and Imperial College London (2020) found that smart speakers including Alexa regularly activate and record audio without the wake word being spoken. The study documented up to 19 false activations per day, with each false activation sending 20-43 seconds of audio to Amazon's cloud servers. Common triggers included words and phrases that phonetically resemble "Alexa" -- dialogue from TV shows, conversations, and background noise. Each false activation creates a recording that is stored on Amazon's servers and subject to human review. With 100 million+ devices active, even a small false activation rate means millions of unintended recordings per day. Amazon added an auto-delete option in 2020 (3 or 18 months) but left the default as "save everything."

⚡ highmarketing claims vs regulatory findings
Amazon sold Ring as home security. Senator Ed Markey called it "a perfect surveillance network." Amazon admitted Ring gave video footage to police without warrants -- without even asking users -- in 11 cases. Two thousand police departments had partnerships with Ring for footage access. The FTC found Ring employees could watch any customer's video at will, with no oversight. Hackers took over Ring cameras and spoke to children -- including an 8-year-old girl in her bedroom. Amazon paid $5.8 million for that. Now Ring footage streams through Alexa. Your doorbell camera, your indoor cameras, your voice assistant -- all feeding the same pipeline. Home security that surveils you for Amazon, shares with police without your knowledge, and lets employees watch whenever they want.

What they claim: Amazon markets the Alexa-Ring ecosystem as "home security made easy" and emphasizes user control over video footage and who can access it.

What we found: Ring doorbell footage is accessible through Alexa-enabled devices, creating a unified surveillance ecosystem. Amazon's Ring had partnerships with over 2,000 police departments for footage sharing. In July 2022, Senator Ed Markey revealed that Amazon admitted Ring gave video footage to police WITHOUT warrants or user consent in at least 11 cases, citing "emergency requests." Markey called Ring "a perfect surveillance network." The $5.8 million FTC settlement (May 2023) found Ring employees had unrestricted access to customer videos and that Ring failed to implement adequate security, allowing hackers to take over cameras and harass users, including a case where a hacker spoke to an 8-year-old girl in her bedroom through a Ring camera. The Alexa-Ring integration means your doorbell, your indoor cameras, and your voice assistant feed the same data pipeline.

⚡ highmarketing claims vs third party research
Amazon sells Drop-In as a way to "check in on your kids." Here's how it works: anyone with permission can instantly listen to and speak through any Echo in your home. No ringing. No acceptance. The only signal is a green light that a child might not notice or understand. Domestic abuse organizations have flagged Drop-In as a surveillance tool used by abusive partners. Place an Echo in a room. Listen from anywhere, anytime, from your phone. Amazon didn't build an intercom. They built a surveillance feature and marketed it as parenting. Every room with an Echo is a room someone can listen to without warning. Amazon calls this "connecting with family." Abuse organizations call it what it is.

What they claim: Amazon markets Drop-In as a convenient way to "check in on your kids" and "connect with family members" through instant two-way communication between Echo devices.

What we found: Alexa's Drop-In feature enables instant two-way communication between Echo devices with no ringing and no acceptance required from the receiving end. The only indication is a brief green light on the Echo device. Domestic abuse organizations including the National Network to End Domestic Violence have flagged Drop-In as a surveillance tool used by abusive partners. An abuser can place an Echo in any room and listen in at any time from their phone. The feature normalizes in-home surveillance under the marketing language of family connectivity. Children's bedrooms with Echo devices are continuously monitorable by any family member with Drop-In permissions. Amazon's marketing positions surveillance of family members -- including children -- as a feature, not a concern.

⚡ highpolicy claims vs app permissions
Alexa processes 90 billion interactions a year. Amazon's default setting: keep every recording forever. Every command. Every false activation. Every background conversation the microphone accidentally captured. Amazon added auto-delete in 2020 -- but set the default to "Don't automatically delete." You have to find it yourself, buried in Settings > Alexa Privacy > Manage Your Alexa Data. Your voice commands from 2018 are still on Amazon's servers right now, still training their AI, unless you manually found and changed a setting Amazon didn't want you to find. Amazon says you have "control over your voice recordings." The control is a setting they hid behind three menus and defaulted to keeping everything. That's not control. That's a filing cabinet they hope you forget about.

What they claim: Amazon's Alexa privacy page states users have "control over your voice recordings" and can "review, hear, and delete your voice recordings" at any time.

What we found: Amazon's default Alexa setting retains ALL voice recordings indefinitely -- every command, every false activation, every background conversation captured by mistake. In 2020, Amazon added auto-delete options (3 months or 18 months), but the default remained "Don't automatically delete." Users must navigate to Settings > Alexa Privacy > Manage Your Alexa Data to find the option. With 90 billion+ interactions annually, the default creates one of the largest audio surveillance archives in history. Amazon uses retained recordings to train Alexa's AI models, meaning your 2018 voice commands are still training algorithms today unless you manually deleted them. The "control" Amazon offers requires users to actively find and change a setting that Amazon deliberately defaults to maximum data retention.

Data Sharing 3/4 HIGH 2 findings
⚠️ criticalpolicy claims vs regulatory findings
Parents told Alexa to delete their kids' recordings. Amazon said OK -- then kept the transcripts and the AI models trained on children's voices. The delete button was a lie. In May 2023, the FTC fined Amazon $25 million for violating children's privacy law. The FTC's words: "Amazon's hollow promises are not good enough." Amazon also kept children's geolocation data indefinitely -- where your kid was, when, for how long. The same week, Amazon paid another $5.8 million for Ring privacy violations. $30.8 million in fines in one week. The FTC ordered Amazon to delete the children's data AND destroy the AI algorithms trained on it. Your child's voice was training Amazon's AI. The delete button just hid it from you.

What they claim: Amazon's Alexa privacy page told parents they could delete their children's voice recordings and that Amazon complied with COPPA. The Alexa parental controls offered a deletion tool.

What we found: In May 2023, the FTC fined Amazon $25 million for violating the Children's Online Privacy Protection Act. The FTC found that when parents used Alexa's deletion tool, Amazon deleted the voice recordings but kept the transcripts and derivative data -- the actual valuable data for training AI models. Amazon retained children's geolocation data indefinitely regardless of deletion requests. The FTC complaint stated: "Amazon's hollow promises are not good enough." Combined with a $5.8 million Ring settlement announced the same week, Amazon paid $30.8 million total. Amazon was ordered to delete ALL improperly retained children's data AND the algorithms trained on that data -- a rare requirement that acknowledged the data's value extended beyond storage into AI model weights.

⚡ highmarketing claim vs third party research
Amazon told journalists — including NBC and the New York Times — that Alexa doesn't use your voice for ads. A UC Davis research team built nine fake Alexa identities, ran them for weeks, and watched what happened in the ad auctions. Profiled users got ad bids up to 30 times higher than unprofiled ones. When Amazon updated its privacy policy after the research preprint dropped, it quietly confirmed the practice had been happening all along. When sued about it, Amazon's lawyers argued that the ad disclosure was buried in the general Amazon.com policy, not the Alexa policy — and that it was the users' fault for not reading every document in what Mozilla called an almost impossible to navigate maze of policies.

What they claim: Amazon's Alexa-specific privacy policy and FAQ state Alexa does not use voice recordings for targeted advertising. Amazon has repeatedly told NBC and the New York Times that Alexa does not use voice for ad targeting.

What we found: A peer-reviewed study (Your Echos are Heard, UC Davis / arXiv, Best Paper at ACM IMC 2023) found Amazon processes Alexa interactions to infer user interests and those inferences drive ad targeting — with up to 30x higher ad auction bids for profiled users. Amazon updated its privacy policy only after the preprint was released in April 2022, confirming the practice was not previously disclosed. In class action litigation (Gray & Horton v. Amazon), Amazon defended itself by arguing the general Amazon.com privacy policy, not the Alexa-specific policy, contains the advertising disclosure — and that users should have read it.

Security 2/4 MODERATE 1 finding
⚡ highmarketing claim vs policy claim
Amazon launched Alexa for Shopping in May 2026 and told the world it's the most personalised shopping assistant ever built — because it knows everything you've bought, everything you've said to your Echo, everything you've browsed, and exactly how you like to pay. What Amazon didn't headline: that personalisation is also the engine of its $47 billion advertising business. Every product category you ask about, every price alert you set, every time you say Alexa, reorder dog food — that's purchase-intent data that makes ad auction bids go up to 30 times higher for you specifically. The About You privacy control lets you edit declared preferences. It doesn't let you opt out of being a data point.

What they claim: Amazon's Alexa for Shopping marketing describes the agent as the world's best, most personalised AI assistant for shopping and states shopping history and device conversations flow in both directions. Amazon's privacy page tells users they have meaningful control via the Alexa Privacy Dashboard.

What we found: The Alexa for Shopping agent combines purchase history, browsing patterns, voice command history from Echo devices, saved payment credentials, and delivery information into a unified cross-platform profile that can autonomously execute financial transactions (Auto-Buy) without per-transaction confirmation. The system launched free for all signed-in Amazon customers with no separate consent step. The About You privacy control only covers declared preferences; it does not allow users to prevent purchase-intent data from feeding advertising. Amazon's state-specific disclosures confirm it shares advertising identifiers and ad value estimates with third-party ad companies.

Honesty 4/4 EXTREME 3 findings
⚠️ criticalpolicy claims vs third party research
Amazon hired thousands of people in Romania, Costa Rica, India, and Boston to listen to what you said to Alexa. Bloomberg reported in April 2019 that reviewers heard couples having sex, domestic violence, children talking alone, people singing in the shower. The internal tools showed account numbers and first names right next to the recordings. One worker heard what sounded like a sexual assault. Amazon told them it wasn't their job to interfere. Amazon never mentioned human review in Alexa's terms of service -- not until Bloomberg forced them to. You thought you were talking to a machine. You were talking to a room full of strangers with your account number on their screen.

What they claim: Amazon's Alexa FAQ stated voice recordings are processed by automated systems and that "Alexa lives in the cloud." The original terms did not disclose human review of recordings.

What we found: Bloomberg reported in April 2019 that Amazon employs thousands of workers in Romania, Costa Rica, India, and Boston to listen to and transcribe Alexa voice recordings. Reviewers reported hearing recordings of sexual encounters, domestic violence incidents, children talking, and people singing in showers. Internal tools showed account numbers and first names of users alongside recordings. One reviewer reported hearing what sounded like a sexual assault and was told by Amazon that "it wasn't Amazon's job to interfere." Amazon did not disclose human review in Alexa's terms of service until after Bloomberg's report forced the issue. Amazon's response -- that reviewers don't have "direct access" to identifying information -- was contradicted by their own internal tools displaying account numbers.

⚠️ criticalmarketing claims vs firmware analysis
One morning in June 2021, your Echo started sharing your internet with your neighbors. Amazon pushed a firmware update that turned every Echo, Ring, and Tile device into a node in Amazon Sidewalk -- a mesh network that donates up to 500 MB of your bandwidth per month. No one asked you. No consent screen. No notification. Your router now serves as a relay for strangers' Amazon devices, and theirs route through your network. Want to opt out? Navigate to Settings, then Account Settings, then Amazon Sidewalk -- four menus deep. You have to know it exists, find it, and disable it on every device. Amazon gave away your internet connection without asking. They call it a "shared network that helps devices work better." Your devices. Your bandwidth. Amazon's network.

What they claim: Amazon describes Sidewalk as "a shared network that helps devices work better" and states users can opt out through Alexa app settings.

What we found: In June 2021, Amazon automatically enrolled every Echo, Ring, and Tile device into Amazon Sidewalk -- a mesh network that donates up to 500 MB of your home internet bandwidth per month to Amazon's network. The enrollment was opt-out, not opt-in. No consent screen appeared. A firmware update silently enabled the feature. Your Echo became a relay node for strangers' devices, and their devices could route through your network. The opt-out was buried four menus deep: Settings > Account Settings > Amazon Sidewalk. Security researchers raised concerns about the expanded attack surface of a neighborhood-wide mesh network routing through residential routers. Amazon's "you can opt out" defense requires you to know the feature exists, find a setting buried four levels deep, and actively disable it on every device.

⚡ highmarketing claim vs regulatory finding
In January 2026, a ceramics studio owner in California started getting Amazon orders for products she'd never listed on Amazon and never agreed to sell through it. Amazon's AI had scraped her website and was taking orders on her behalf — using her photos, her pricing, and her inventory data, all without asking. She had to email Amazon to opt out of a programme she'd never opted into. That same month, Amazon was in federal court suing Perplexity AI for doing essentially the same thing to Amazon's own product listings. Amazon called Perplexity's behaviour unauthorised scraping. Amazon called its own behaviour a customer convenience feature.

What they claim: Amazon's Buy for Me feature was presented as a convenience tool for customers, completing purchases on behalf of users from other retailers' websites. Amazon framed it as expanding choice. Amazon simultaneously sued Perplexity AI for using an AI agent to scrape Amazon's website and make purchases on behalf of users — calling it unauthorised access.

What we found: Starting in January 2026, more than 180 small businesses reported receiving orders from buyforme.amazon email addresses for products they had never listed on Amazon. Amazon's agent scraped product images, pricing, and descriptions from retailers' own websites without notice, opt-in, or commission arrangement. Amazon's own lawsuit against Perplexity made the identical accusation — that an AI agent was masking its bots to scrape Amazon pages and complete purchases without authorisation. Amazon's opt-out process required emailing a separate address; affected merchants reported the process was slow.

Latest Risks & Threats
New developments that compound existing privacy concerns. 3 active threats.
THREAT Alexa for Shopping Auto-Buy — autonomous purchases, no per-transaction consent ⚠️ Financial Launched 2026-05-13
Alexa for Shopping's Auto-Buy feature can execute purchases automatically when a tracked item hits a target price, using saved payment credentials and delivery information. Buy for Me completes transactions on third-party retailer websites on the user's behalf. No per-transaction confirmation is required for Auto-Buy. The feature launched May 13, 2026, is free for all signed-in Amazon customers, and draws on the full cross-platform data profile (Echo voice history, purchase history, browsing, saved financials). The same data that fuels autonomous purchasing also feeds Amazon's advertising network.
Sources
THREAT Alexa becomes autonomous shopping agent ⚠️ Commerce Launched 2026-05-13
Amazon retired its Rufus chatbot and merged it with Alexa+ to create "Alexa for Shopping" — an agentic AI that can browse, compare, track prices, and buy products on your behalf. Auto-Buy purchases items automatically when they hit a target price. The agent works across Amazon, third-party retailers (via "Buy for Me"), and shares memory across Echo devices, app, and web. It accesses your full purchase history, browsing patterns, and payment methods. Amazon blocked Perplexity's competing agent from its platform via federal court order — while simultaneously giving its own agent the same unrestricted access. Free for all signed-in Amazon customers, no Prime required.
Sources
THREAT Alexa+ Generative AI — Now It Remembers Everything 🤖 Ai Launched 2025-02-26
On March 28, 2025, Amazon removed the "Do Not Send Voice Recordings" option from Echo devices, eliminating the ability to process voice commands locally. Every word you say to Alexa now goes to Amazon's cloud — and you have no choice. Amazon lost over $25 billion on Alexa between 2017 and 2021, sold 500 million devices at a loss, and is now monetizing what those microphones captured. Alexa+ costs $19.99/month and is powered by Claude and Amazon Nova. The "Don't Save Recordings" toggle still exists, but enabling it disables Voice ID, punishing users who try to protect privacy.
Sources
What happened to real people
Documented incidents involving Amazon products and user data.
Ring employees spied on customers through bedroom and bathroom cameras. Hackers live-streamed customers' videos. 8-year-old girl contacted by hacker through bedroom camera. $5.8M FTC settlement. [source]
Amazon admitted giving Ring footage to police without owner consent at least 11 times in 2022. 30,000 employees had access to customer videos. [source]
What your data is worth to governments
Jurisdiction: US (CLOUD Act).
Documented: Ring employees spied on customers through bedroom and bathroom cameras. Hackers live-streamed customers' videos. 8-year-old girl contacted by hacker through bedroom camera. $5.8M FTC settlement.
Documented: Amazon admitted giving Ring footage to police without owner consent at least 11 times in 2022. 30,000 employees had access to customer videos.
What is the CLOUD Act?
Sources