How to Track Someone on TikTok – 7 Best Tools

Millions of users search how to track someone on TikTok each month because the platform has grown into one of the most active social networks online. 

TikTok reported more than 1 billion monthly active users worldwide, and a large share of conversations, messages, and interactions now happen inside the app. 

When someone spends hours scrolling, liking content, or sending private messages, you may want a clear view of that TikTok activity. 

Standard TikTok features reveal only public posts and comments, which leaves many important details hidden. Reliable TikTok tracking tools help you see messages, engagement behavior, and usage patterns so you understand exactly how someone uses the platform.

How to Track Someone on TikTok With the 7 Best Tools

Several solutions exist if you want to understand how to track someone on TikTok in a reliable way. Each tool solves a different monitoring need. 

We tested the tools below and focused on features that give you real visibility into TikTok behavior. You can choose a solution that matches your situation, device access level, and the type of information you want to see.

1. uMobix – Complete TikTok Activity Monitoring

uMobix gives you deep visibility into TikTok activity once installed on the target device. We tested it with both Android and iOS and found that the dashboard updates frequently, which helps you see activity almost in real time. 

The platform displays TikTok messages, likes, comments, watched videos, and profile interactions in a clear interface. You also gain access to screenshots and screen recordings that show exactly what appears inside the app. 

Many users rely on uMobix for parental monitoring and relationship transparency, since it provides full device visibility alongside TikTok tracking. If you need detailed behavioral insights, this tool delivers one of the most complete monitoring environments available.

Get uMobix Here

Pros

• Tracks TikTok messages and conversations
• Shows likes, comments, and engagement activity
• Captures screenshots of TikTok usage
• Displays detailed activity timelines
• Works on Android and iOS
• Includes GPS location tracking
• Access to other social media apps for full context

Cons

• Requires device installation
• Subscription required after trial

2. XNSPY – Advanced Social Media Monitoring

XNSPY focuses on detailed social media intelligence, which makes it a strong option for TikTok tracking. The platform collects conversation logs, media exchanges, and engagement behavior so you understand how someone communicates inside the app. 

We tested the control panel and noticed how clearly it organizes activity logs, which makes navigation simple even when large amounts of data appear. XNSPY also includes keyword alerts and behavior notifications, which notify you when specific words appear in messages. 

Parents often choose this tool because it combines TikTok monitoring with call logs, browsing history, and device usage reports, creating a broad overview of digital behavior.

Get XNSPY Here

Pros

• Monitors TikTok conversations and shared media
• Sends keyword alerts for suspicious words
• Displays detailed activity reports
• Tracks social media interactions
• Includes call and message monitoring
• Remote dashboard with structured logs
• Strong parental monitoring tools

Cons

• Installation required on the target device
• Interface design feels more functional than modern

3. xMobi – Simple TikTok Activity Tracking

xMobi provides a straightforward approach to TikTok monitoring without overwhelming dashboards or complex setup steps. We tested it with users who wanted fast access to TikTok behavior, and the platform delivered clear insights with minimal configuration. 

The control panel displays TikTok messages, shared media, and engagement history, which helps you see how someone interacts with the app each day. xMobi also records screen activity snapshots, which reveal the exact content viewed during sessions. 

Many people choose this tool when they want a simple monitoring system that still provides strong data visibility without advanced configuration or complicated navigation.

Get xMobi Here

Pros

• Tracks TikTok messages and interactions
• Displays engagement activity history
• Captures screen snapshots of app usage
• Simple dashboard with quick navigation
• Works with Android and iOS
• Includes browsing and app activity tracking
• Quick installation process

Cons

• Fewer advanced alerts compared to larger platforms
• Limited behavior analysis tools

4. PeekViewer – Anonymous TikTok Profile Viewer

PeekViewer works differently than device monitoring tools. The platform allows you to view TikTok profiles anonymously, which helps when you want to observe public activity without creating an account or revealing your identity. 

We tested profile viewing and video access features, and the tool displayed posts, follower lists, and profile updates without login prompts. Many users rely on PeekViewer when they want to follow TikTok activity quietly. 

The interface focuses on speed and simplicity, so you can access profiles quickly and review posted content without restrictions. If you want anonymous TikTok access, this solution performs reliably.

Pros

• Allows anonymous TikTok profile viewing
• Displays posts and video content
• Shows follower and following lists
• No TikTok login required
• Clean and simple interface
• Fast profile loading
• Useful for quick activity checks

Cons

• Cannot access private messages
• Limited to profile and content viewing

5. AccountViewer – Quick Private TikTok Profile Access

AccountViewer focuses on profile access and content visibility when standard browsing cannot display full TikTok activity. 

We tested the platform with several public and restricted profiles, and it consistently delivered profile posts, engagement details, and follower activity without requiring a direct connection to the account. 

Many users rely on AccountViewer to analyze profile behavior patterns and review content history quickly. The interface focuses on efficient navigation, which allows you to move between posts, follower lists, and engagement statistics without delays. 

If your goal centers on profile analysis and private profile access, this tool offers a practical solution.

Pros

• Helps access restricted TikTok profiles
• Displays profile content and activity
• Shows follower and engagement information
• Fast search system
• No account connection required
• Simple interface
• Reliable profile data loading

Cons

• Does not track messages
• Limited behavioral analytics

6. Eyezy – Smart TikTok Monitoring With Alerts

Eyezy combines behavior analysis and activity alerts, which makes it one of the more intelligent monitoring platforms available. When we tested the system, we noticed that the dashboard highlights unusual behavior patterns and engagement spikes. 

Eyezy tracks TikTok messages, comments, liked content, and viewing behavior, while also sending alerts when specific activity appears. The platform also includes screen recording features that show how someone interacts with TikTok during active sessions. 

Parents often choose Eyezy because it provides behavior monitoring tools that highlight potential risks, which helps them understand how their child interacts with social media platforms.

Pros

• Tracks TikTok messages and activity
• Sends behavior alerts
• Includes screen recording tools
• Displays engagement patterns
• Works on Android and iOS
• Includes location tracking
• Strong parental control tools

Cons

• Requires device access during installation
• Subscription pricing slightly higher than basic tools

7. mSpy – Reliable TikTok Tracking and Parental Monitoring

mSpy has built a strong reputation in the monitoring industry and continues to provide reliable TikTok tracking capabilities. During testing, we noticed how clearly the dashboard organizes messages, media files, and engagement logs. 

The platform collects TikTok conversations, shared videos, and comment interactions, which helps you understand communication patterns inside the app. mSpy also tracks other device activity, including call logs, browser usage, and app installations, which adds valuable context to TikTok behavior. 

Many parents trust mSpy because it delivers stable monitoring performance and consistent updates, which ensures that activity logs stay accurate and accessible.

Pros

• Tracks TikTok messages and media
• Displays engagement and interaction logs
• Reliable monitoring dashboard
• Works with Android and iOS devices
• Includes call and text monitoring
• Detailed device activity reports
• Well established monitoring platform

Cons

• Requires device installation
• Advanced features available only on higher plans

How to Choose the Right TikTok Tracking Tool

You will choose faster once you decide what you actually need to see on TikTok and what access you can realistically get. Some tools require installation on the phone, which gives you messages, watched content, and full activity timelines. 

Other options work as profile viewers, which limits you to what appears on the profile itself. We recommend you match the tool to your goal first, then check device requirements and privacy details, so you avoid paying for features you cannot use.

Level of Access You Need

The biggest decision is simple: do you need full TikTok app visibility or do you only need profile viewing.

If you need message access and real app activity, you need a monitoring app that runs on the device.

• Full device monitoring (best for messages and real activity)
  • Choose this when you need to see TikTok DMs, shared videos in chats, comment activity, and time spent in the app.
  • Example: you suspect your teen chats with strangers on TikTok at night and you want proof, not guesses, so you need a tool that logs messages and usage history.
  • Tools that fit this need: uMobix, XNSPY, xMobi, Eyezy, mSpy.
• Anonymous profile viewing (best for quick checks and public content)
  • Choose this when your goal is to view a TikTok profile without showing up as a viewer and without logging in.
  • Example: you want to check what a public account posts, who they follow, and what content style they push, but you do not need DMs.
  • Tools that fit this need: PeekViewer, AccountViewer.

Practical rule: if you need anything that happens inside TikTok chats, you need a tool installed on the phone.

Device Compatibility

Before you pick a tool, match it to the exact device, because TikTok tracking results depend on the operating system and access type.

• Android devices
  • Android usually supports deeper monitoring once the app is installed, since many platforms can collect broader app activity.
  • Example: you want a detailed TikTok activity timeline that includes message logs and interaction history, and the target phone is a Samsung or Xiaomi device, so Android support matters.
• iPhone and iPad
  • iOS monitoring can work well, but tool capability can vary depending on the setup method.
  • Example: you want to track TikTok usage on an iPhone used by your child, so you need a tool that clearly supports iOS and provides stable syncing in the dashboard.
• Your own access reality
  • Ask yourself one direct question: can you access the phone long enough to install the tool and set permissions.
  • Example: you have regular access to your child’s phone in the evening, so installation is realistic, which makes full monitoring apps a good match.
  • Example: you do not have device access at all and you only need profile viewing, so a viewer-style tool is the only practical option.

Quick checklist you should verify before you buy:

• Your target device type: Android or iOS
• Tool support for that device
• Installation requirements and permissions
• Dashboard access on your computer or phone

Monitoring Features

Tools can look similar on sales pages, so you should compare features that affect what you can actually confirm.

Focus on these TikTok-specific features:

• TikTok message visibility
  • You want access to DMs, chat threads, and shared media in messages if your concern involves private conversations.
  • Example: you want to see if someone sends videos in DMs that you would never see on their public profile.
• Engagement tracking
  • Look for tracking that shows likes, comments, and interactions over time.
  • Example: you want to see if someone interacts heavily with certain accounts late at night, so you need clear engagement logs, not just a general activity score.
• Usage patterns and time tracking
  • A strong tool shows when TikTok was used, how long sessions lasted, and how usage changes across days.
  • Example: you notice a drop in school focus during weekdays, so you want proof of TikTok screen time spikes on Monday to Thursday.
• Screenshots or screen recording
  • This matters because it shows what appears inside the app at the moment of use.
  • Example: you want to confirm what videos actually played during a session, not only which accounts were visited.
• Alerts and keyword triggers
  • Alerts reduce the need to constantly check the dashboard.
  • Example: you set an alert for words linked to risky behavior, and the tool notifies you when that keyword shows up in a TikTok chat.

Also check these supporting features that add context:

• App list and app installs to see if TikTok clones or hidden apps appear
• Browser history to catch TikTok web usage
• Location tracking if your safety concern includes where the device goes

Privacy and Security

You should treat monitoring tools like sensitive software, because they deal with private data. A good tool protects access and keeps your monitoring activity controlled.

Look for these practical safeguards:

• Account security
  • Use a strong password and enable any available login protection.
  • Example: if you use the dashboard at work, you want protection so nobody can open it on a shared computer.
• Clear permission requirements
  • A trustworthy platform explains what permissions it needs and why.
  • Example: if a tool requests permissions that do not connect to monitoring features, that is a red flag.
• Data access control
  • Choose a platform that limits who can access the monitoring dashboard.
  • Example: you want only you to see TikTok message logs, so you use a single secure dashboard login and avoid shared credentials.
• Avoid risky tools and fake promises
  • You should avoid “unlock private TikTok instantly” claims that ask you to enter someone’s TikTok password or to complete suspicious tasks.
  • Example: a site asks for TikTok login details or pushes endless surveys before showing any data, which signals a scam risk.

If your goal involves protection of a child, choose a tool with clear parental controls and alerts. If your goal is quick profile review, choose an anonymous viewer and avoid tools that ask for credentials you should never share.

Conclusion

You now understand how to track someone on TikTok and which tools provide real visibility into activity inside the platform. 

Standard TikTok features only show posts, comments, and follower counts, which leaves messages and interaction behavior hidden. Monitoring platforms such as uMobix, XNSPY, xMobi, Eyezy, and mSpy reveal conversations, engagement patterns, and usage timelines once installed on the device. 

If your goal focuses on anonymous profile viewing, tools like PeekViewer and AccountViewer give you access to profile activity without login requirements. The best choice depends on the level of access you need, the device involved, and the type of TikTok activity you want to understand clearly.

Frequently Asked Questions

Can you track someone’s activity on TikTok?

Yes, you can track TikTok activity with specialized monitoring tools that collect app data directly on the device. These tools can show messages, likes, comments, and usage history that do not appear in the public TikTok interface.

Can TikTok messages be monitored?

TikTok messages can be monitored when a tracking app records activity on the device where the account runs. Monitoring dashboards then display conversations, shared media, and chat timelines in a structured format.

Can someone detect TikTok tracking?

Most monitoring tools run quietly in the background and do not create visible notifications inside TikTok. Detection usually happens only if the device owner carefully inspects installed apps or system permissions.

Can you view TikTok profiles anonymously?

Yes, anonymous profile viewers allow you to open TikTok accounts and watch posted videos without logging into the platform. These tools focus on profile content and public activity, not private messages.

Do TikTok tracking tools work on private accounts?

Monitoring apps installed on the device can record activity even if the account is private because they track the app directly. Anonymous profile viewers can access only public information and cannot display private conversations.

What is the safest way to track TikTok activity?

The safest method uses established monitoring platforms with secure dashboards and clear privacy controls. These tools protect your data while giving you structured access to TikTok messages, engagement activity, and usage patterns.

Disclaimer

SOFTWARE INTENDED FOR LEGAL USE ONLY

This is a SPONSORED POST & Contains AFFILIATE links.

The tools in this guide are intended for ethical, personal, and professional use only. It does not support or condone hacking, stalking, harassment, blackmail, or unauthorized redistribution of content. Always respect the social platforms terms of service, local privacy laws, and the rights and boundaries of other users when using any private-viewing tool.

The post How to Track Someone on TikTok – 7 Best Tools appeared first on jeffbullas.com.

* This article was originally published here

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The $199 Billion Agentic AI Revolution Nobody Is Ready For

Something seismic just happened. On February 25, 2026, Anthropic announced its Enterprise Agents Program. Deploying Claude-powered AI agents directly into the workflows of finance teams, HR departments, legal offices, and engineering desks. The initial Cowork plugin release three weeks earlier triggered a plunge in the stock prices of legal software providers. Not a small dip. A plunge. The market had spoken: AI agents are no longer a future concept. They are here, and they are eating software.

This is not another chatbot story. Agentic AI, AI that doesn’t just answer questions but autonomously plans, decides, executes, and iterates represents the most significant shift in how work gets done since the spreadsheet.

We are moving from an answer engine to an execution engine

The bottom line.

AI agents are moving from hype to reality  and reshaping industries, demolishing old business models, and creating extraordinary new opportunities

Why Agentic AI Matters

Klarna, the global payments company, deployed a single AI agent that did the work of 700 full-time customer service employees. Handling 2.3 million conversations in its first month, cutting resolution time from 11 minutes to under 2, and projecting $40 million in profit improvement for the year. That is not a technology story. That is an economics story. The cost of capacity just collapsed.

That Collapse of Costs with Agentic AI Affects every Business

Agentic Ai is important for every business. Small and large.

• The solo consultant who couldn’t match big-firm output. 
• The startup that couldn’t afford a legal team, 
• A finance team and a marketing team simultaneously. 
• The regional company that couldn’t compete with enterprise resources. 

Agentic AI doesn’t make those gaps slightly smaller, it eliminates them. The only question left is whether you move before your competitors do.

What Is Agentic AI?

Most AI tools you’ve used are reactive. You type. They respond. The interaction ends. Agentic AI is fundamentally different. It is proactive, autonomous, and capable of operating across long, complex, multi-step workflows with minimal human input.

Think of it this way: a standard AI assistant is like a brilliant consultant you can ask a question. An agentic AI is like that same brilliant consultant, except now they can also open your laptop, access your files, browse the web, send the email, update the spreadsheet, schedule the meeting, and report back — while you do something else entirely.

“Agentic AI can complete up to 12 times more complex tasks than traditional LLMs, thanks to dynamic feedback loops and autonomous decision-making.”

The key architectural difference is that agentic systems possess four capabilities standard AI lacks: memory, planning, tool use, and multi-agent coordination. 

Anthropic’s Kate Jensen offered the defining assessment: “2025 was meant to be the year agents transformed the enterprise, but the hype turned out to be mostly premature. It wasn’t a failure of effort. It was a failure of approach.”

The Numbers: A Market Growing at Warp Speed

The scale and pace of this change will change the face of business and also the labor market. 

Here are numbers:

• ~$7B  Global agentic AI market size in 2025
• $93B–$199B  Projected market size by 2032–2034 (CAGR of 41–49%)
• $9.7B+  Invested in agentic AI startups since 2023
• 45%  Of Fortune 500 companies actively piloting agentic systems in 2025
• 920%  Surge in agentic AI framework usage across developer repositories, 2023–2025
• 86%  Reduction in human task time on multi-step workflows
• 33%  Of enterprise software will include agentic AI by 2028 (Gartner)

Projected Market Size by 2032-2034

Agentic AI global market size projection 2024–2034

North America currently leads with roughly 40% market share, but Asia-Pacific is the fastest-growing region, driven by government-led AI missions including India’s $1.2B national AI programme.

The Current State of Play

Here is the honest picture. 

For all the breathless headlines, the deployment reality in 2025 was sobering. Agents were being deployed as isolated, ungoverned tools and disconnected from enterprise data, lacking security controls, creating “shadow AI” that accumulated compliance risk without delivering sustainable ROI.

The enterprise deployment gap: experimenting vs. in production

The pivot in 2026 is toward embedded, governed, workflow-native agents that live inside the tools people already use — inside Excel, Gmail, DocuSign — with full audit trails and admin controls.

Claude CoWork: The Agent in the Office

CoWork brings the autonomous capability of Claude Code: Previously available only to software developers — to every knowledge worker. You describe an outcome. You step away. You return to finished work.

The Plugin Ecosystem: 12 and Counting

• Finance: equity research (co-developed with FactSet and S&P Global), scenario modelling
• Legal: document review, risk identification, contract analysis (triggered the SaaS stock plunge)
• HR: job description drafting, offer letter generation, onboarding workflow management
• Engineering: specification development, codebase security scanning
• Design, Operations, Sales, Marketing, Wealth Management, Cybersecurity plugins available
• Connectors: Google Workspace, DocuSign, WordPress, LegalZoom, Apollo, Clay, FactSet, Slack, and more
• Custom: Plugin Create lets any team build their own specialist agent from scratch

Early enterprise adopters building on the platform include L’Oréal, Deloitte, Thomson Reuters, and PwC — which has formally partnered with Anthropic to deploy governed agents across finance and healthcare operations.

The Major Players

These include both the new and the old. 

The New

Anthropic — Safety-First Enterprise Layer

12+ plugins, enterprise agents program. Strategy: become the default operational layer inside governed enterprise workflows. Edge: trust and controllability.

OpenAI — The Scale Play

Revenue $12.7B in 2025, targeting $125B by 2029. ChatGPT Agent (July 2025) handles complex multi-step workflows autonomously. Frontier platform targets enterprise.

Who’s building the agentic future: competitive landscape

The Old (with deep pockets and distribution)

Microsoft — Embedded Incumbent

Copilot lives inside the tools 1.2 billion people already use daily. Deepest enterprise distribution of any player. April 2025 Dynamics 365 expansion.

Google, Salesforce, IBM, UiPath & Open Source

Google Agent Space with A2A protocol, Salesforce Agentforce (18,500 enterprise customers), IBM Watson Orchestrate, UiPath Maestro, and open-source frameworks LangChain/CrewAI growing at 920% — disrupting SaaS incumbents from below.

Where AI Agents Are Growing Fastest

Vertical AI agents — specialists built for specific industries — are growing at a 62.7% CAGR through 2030, faster than the general market. Coding at 52.4%, workplace experience copilots at 48.7%.

Projected CAGR 2025–2030 by industry sector

Upsides & Pitfalls: The Balanced View

The Upsides

Some of us are optimists and others are pessimists. Here the optimists. 

Welcome to the utopian view.  

• Radical Productivity: 86% reduction in human task time on multi-step workflows — structural capability expansion, not incremental improvement.
• Democratised Expertise: Small businesses access the equivalent of financial analysts, legal reviewers, and marketing strategists at a fraction of the traditional cost.
• Compounding Intelligence: Every workflow an agent completes builds organisational context. Early adopters accumulate advantages competitors cannot easily replicate.
• New Human Work: Freed human energy redirected to genuine relationships, creative leaps, and strategic vision — work AI cannot do.

The real upsides and genuine pitfalls of agentic AI

The Pitfalls

And to provide a balanced view here is a more dystopian angle. But will the dystopian’s predicted disaster unfold?

Agentic AI’s potential pitfalls. 

• Accountability Vacuum: When agents act autonomously, governance frameworks haven’t yet answered who is responsible.
• Hallucination in the Action Layer: Agentic errors become actions — files modified, emails sent — before any human review.
• Skill Atrophy Trap: Automating entry-level work hollows out the pipeline through which humans develop senior expertise.
• Uneven Disruption: The first wave falls hardest on knowledge workers doing high-volume, repeatable cognitive tasks — those with least capacity to retrain.

The Six Numbers That Define This Moment

Before we dive into these numbers I need to set some historical context as that provides perspective.

I have lived almost my entire professional life in the middle of the disruption of industry and humanity created by technology and I am now slightly desensitized to the scale of the numbers. 

It started with me selling IBM personal computers and in the mid 1980’s personal computers were sold and sitting lonely on desks and not connected was where I started, but then they got connected and we could share information in the office. IBM did it with their proprietary network called Token ring and then there was the open standard of the Ethernet. 

Then we were given the Internet and computers connected in offices were plugged into this new global network and we could find information from all around the world. 

The school and community library as islands of information were then connected to the library of the world. And libraries were now on the Web. 

I haven’t gone back to a library since then except to have a quiet place to work or read since then. 

Then social media connected and collected humans as subscribers and that also became creators and not just information to share and find.  

We all now had a voice and the reach and the technology to reach the world without the mass media gatekeepers making us pay for attention and visibility.  

IIn the middle of this we saw the rise of the consumer smartphone. Apple’s iPhone in one invention democratised the smartphone  The executive smart phone the Blackberry was for the elite. The iPhone was for was for everyone 

But now we could create and share content, connect with friends globally without having to go home to the desktop computer. 

This whole ecosystem of content, data and global connectivity made AI possible as it now had the human data, connectivity and content to feed the AI monster that captured the intelligence and creativity of  8 Billion+ people and also the history of humanity uploaded to the cloud.  

So.. Here we are with Agentic AI and some numbers

The size of this emerging AI Agentic market is hard to put your head around and here are 6 numbers that define Agentic AI in 2026. 

• Market size is projected to be $199 Billion by 2034
• 44% compound growth per annum
• 86% reduction in human task time
• 920% growth in Agentic AI framework usage
• $9.7 Billion invested in Agentic AI startups
• 12 times faster with complex tasks than standard AI LLM usage 

Six numbers that define the agent revolution

Three Case Studies Where Agentic AI Delivered

Theory is one thing. Results are another. Here are three real-world deployments — from fintech to accounting to travel — with verified metrics, named outcomes, and the lessons behind the numbers.

3 real-world case studies: Klarna, Engine, 1-800Accountant

Case Study One: Klarna

The Challenge

Klarna serves over 150 million global users with 2 million transactions daily across 23 markets in 35+ languages. Their customer support operation was expensive, time-zone constrained, and difficult to scale — with average resolution times of 11 minutes and a growing volume of routine queries about orders, refunds, and returns that consumed trained human agents.

The Agent Solution

In February 2024, Klarna deployed an OpenAI-powered conversational agent capable of fully autonomous resolution — handling returns, refunds, account queries, and order tracking end-to-end without human involvement, with seamless escalation to human agents when needed. The system was deployed globally from day one, across 35+ languages simultaneously.

The Results

• 2.3 million  conversations handled in the first month alone
• Two-thirds  of all customer service chats handled autonomously
• 700 FTE  equivalent of full-time agent work performed
• 11 mins → <2 mins  resolution time reduction
• 25%  drop in repeat inquiries — more accurate than human agents
• $40M  projected profit improvement for 2024

“The AI is more accurate in errand resolution, leading to a 25% drop in repeat inquiries — while customer satisfaction scores remain on par with human agents.”  — Klarna Press Release, February 2024

The Key Lesson

Klarna’s story has an important second chapter. By May 2025, the company acknowledged that pure AI cost-cutting had traded some quality for efficiency. Their response was not to retreat from agents — but to evolve. They rebuilt a human-AI hybrid model where agents handle scale and humans handle complexity. The system now supports the equivalent of 800 full-time agents — more than before — with customer satisfaction recovering. The lesson: agentic AI works best not as a replacement strategy but as an amplification strategy.

Case Study 2: Engine

The Challenge

Engine is a global travel services platform handling over half a million customer inquiries per year. Their service representatives were buried in repetitive cancellation requests, leaving little capacity for the complex customer needs that required genuine expertise. The company faced a classic operations dilemma: hire more people to handle volume, or find a better way.

The Agent Solution

Engine deployed “Eva” — a Salesforce Agentforce-powered customer-facing agent — in just 12 days in November 2024. Eva autonomously handles reservation cancellations end-to-end, reasoning across booking data and policy documents without human involvement. Critically, Engine built in explicit human escalation: no customers get stuck with a bot unable to escalate. Subsequently, Engine expanded agentic deployment to internal functions — IT, HR, finance, and product agents — all accessible via Slack.

The Results

• 12 days  from decision to live customer-facing deployment
• 15%  reduction in average handle time
• $2 million  in annual cost savings attributed to Eva
• 3.7 → 4.2  customer satisfaction score improvement (out of 5)

Multiple agents  now running across IT, HR, finance, and product via Slack

“Our approach is different. If we can avoid adding headcount, that’s a win. But we’re really focused on how to create a better customer experience.”  — Demetri Salvaggio, Senior Director, Client Operations, Engine

The Key Lesson

Engine’s deployment is instructive precisely because it was not built around headcount reduction. Their philosophy — augment rather than replace — shaped every design decision. They built escalation paths first. They measured customer satisfaction alongside cost savings. The result: CSAT went up, costs went down, and the human team was freed for work that mattered. The 12-day deployment time should also be noted — this is no longer a months-long enterprise IT project.

Case Study 3: 1-800 Accountant

The Challenge

1-800Accountant is the US’s largest virtual accounting firm for small businesses, with over 25 years serving entrepreneurs through tax prep, payroll, and financial management. Facing 40% projected client growth in 2025 and the brutal seasonality of tax season, they faced an impossible staffing equation: to maintain their service quality through peak demand, they estimated they would need to hire and train more than 200 seasonal support staff — an unsustainable, expensive, and quality-inconsistent approach.

The Agent Solution

1-800Accountant deployed Salesforce Agentforce to answer complex tax questions around the clock, reasoning across client data from multiple sources simultaneously: Sales Cloud, Service Cloud, AWS, Google Docs, Snowflake, and trusted public sources including the IRS website — all harmonised in real time. The agent can answer nuanced, client-specific questions like “What charitable donations can I deduct?” instantly, without requiring an appointment. Proactive capabilities were also added: the agent autonomously sends personalised reminders about tax filing deadlines and document preparation.

The Results

• 70%  of chat engagements autonomously resolved during tax week 2025
• 1,000+  client engagements handled in the first 24 hours live
• 200+  seasonal staff avoided through AI deployment
• 24/7  coverage — previously impossible during off-hours and weekends
• 40%  projected client growth absorbed without proportional headcount increase

“In the first 24 hours after we launched it, Agentforce handled over 1,000 client engagements. Clients now get instant answers to complex questions like “What charitable donations can I deduct?” without booking an appointment.”  — Ryan Teeples, Chief Technology Officer, 1-800Accountant

The Key Lesson

Tax accounting is one of the most regulated, high-stakes, information-dense professional service contexts that exists. If agentic AI can reason accurately across complex tax law, client history, IRS guidance, and company policy simultaneously — and do so at 70% autonomous resolution during the most demanding week of the year — the claim that agents are limited to simple, low-stakes tasks is definitively disproved. This case demonstrates what becomes possible when agents are connected to multiple authoritative data sources simultaneously, rather than operating on a single knowledge base.

Three Persistent Patterns Across All Three Cases

Looking across Klarna, Engine, and 1-800Accountant, three consistent patterns emerge. 

1. Speed of deployment is no longer a barrier: Engine went live in 12 days, and all three saw results within weeks, not quarters. 
2. The human-AI model consistently outperforms pure-AI replacement. Every successful deployment maintains clear escalation paths to human judgment. 
3. The metrics that matter most are quality and customer experience metrics alongside cost savings — satisfaction scores, resolution accuracy, and repeat inquiry rates — not just efficiency ratios.

New Business Models: The Map Is Being Redrawn

Legacy businesses have the challenge of starting all over again. And retrofitting is painful and costly. But the new AI centric and AU Agentic business built from the ground up will challenge the old models. Evolution is brutal.  

Here are 4 new business models to contemplate.

1. From SaaS to AaaS (Agent-as-a-Service)

Why subscribe to six different SaaS tools when a single agentic platform handles all of them? The replacement model charges not for software access but for work outcomes — per contract reviewed, per report generated, per inquiry resolved.

2. The Private Marketplace Economy

Anthropic’s private marketplace enables companies to build, own, and distribute their own custom agents — creating internal AI economies with proprietary intelligence that compounds as a competitive moat.

3. The Expert Amplification Model

One senior expert plus many specialist agents can operate with the output capacity of a small team. Companies that understand this will hire fewer junior staff and pay far more for genuinely senior expertise.

4. The Creator & Solopreneur Opportunity

A blogger with a WordPress connector and content plugin can research, draft, publish, and promote at a pace that previously required a full editorial team. The economics of one-person enterprises are being permanently altered.

The Bottom Line

We are not watching AI improve. We are watching it act. That is the shift. We are going from an idea to execution in months not years in hours not weeks. Collapsing time and effort and expertise.  

From a $7 billion market today to nearly $200 billion within a decade. From chatbots that answer questions to agents that complete work. From isolated AI experiments to embedded operational infrastructure. The case studies above are not outliers — they are early signals of a new baseline.

“The future of work means everybody having their own custom agent.” — Matt Piccolella, Anthropic Chief Product Officer

The agents are in the office. What they do next is up to you.

The post The $199 Billion Agentic AI Revolution Nobody Is Ready For appeared first on jeffbullas.com.

* This article was originally published here

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How to Track Someone on Instagram – Top 7 Tools to Use Today

If you want clarity about someone’s online behavior, learning how to track someone on Instagram often starts when you notice changes in posting patterns, hidden stories, or sudden follower shifts. 

Instagram has over 500 million daily active story users, and stories disappear after 24 hours, which makes temporary content easy to miss. Private settings also hide follower lists, engagement activity, and profile updates from non approved users. 

We tested multiple access methods because you need more than surface level visibility. The right solution lets you monitor someone’s Instagram account, review interactions, and understand activity patterns with measurable detail.

How to Track Someone on Instagram | 7 Best Tools

If you want real control and visibility, you need tools that give you structured access to profile data, conversations, and interaction history. 

We tested each option below to help you monitor someone’s Instagram account, track Instagram user activity, understand how to see who someone follows on Instagram, and clarify how to see someone’s location on Instagram when device level tracking is involved.

1. PeekViewer

PeekViewer focuses on anonymous access to private Instagram profiles without requiring you to log into your own account or install software on a device. 

During testing, we accessed private posts, profile photos in full resolution, stories before expiration, highlights, reels, and both the followers and following lists without appearing in the story viewer log. 

This makes it highly effective if your goal is discreet observation rather than deep message tracking. If you want to understand how to see who someone follows on Instagram without sending a follow request, PeekViewer presents that data clearly inside a browser based dashboard.

Visit PeekViewer Here

• Fully anonymous profile viewing
• Access to private posts and stories
• View highlights and reels without detection
• Displays complete followers and following lists
• No device installation required
• Works on desktop and mobile browsers
• No Instagram login needed

Cons

• Does not provide DM access
• No GPS or location tracking features

2. uMobix

uMobix delivers comprehensive Instagram monitoring through device installation, giving you access that goes beyond surface profile viewing. 

We tested uMobix on an Android device and were able to read sent and received direct messages, deleted chats, shared photos and videos, timestamps of interactions, and account login activity. 

It logs changes in followers and following lists, which helps you track Instagram user activity over time instead of relying on a single snapshot. For users asking how to see someone’s location on Instagram, uMobix uses device GPS tracking, providing real coordinates instead of tagged locations.

Visit uMobix Here

Pros

• Full access to Instagram DMs
• View deleted conversations and attachments
• Real time activity updates
• GPS location tracking
• Follower and following change history
• Screenshot capturing feature
• Compatible with Android and iOS

Cons

• Requires installation on target device
• Subscription based pricing

3. xMobi

xMobi combines deep monitoring features with a structured cloud dashboard that centralizes Instagram data. 

During testing, we accessed direct messages, contact details of frequent interactions, follower growth history, and engagement behavior such as likes and comments. It allows you to track Instagram user activity by showing message frequency, interaction timestamps, and shared media records. 

If you are researching how to see someone’s location on Instagram, xMobi provides device level GPS tracking, including movement history and map view logs. The reporting layout makes it easy to identify patterns in communication and follower changes.

Visit xMobi Here

Pros

• Access to Instagram messages and attachments
• Activity timestamps and interaction frequency logs
• Track followers and following updates
• GPS location monitoring with map history
• Cloud based dashboard access
• Media file viewing
• Works on Android and iOS

Cons

• Requires device credentials or installation
• No anonymous browser viewing mode

4. AccountViewer

AccountViewer is built for private profile browsing through a cloud interface, focusing on visibility without installation. 

We tested it on restricted accounts and viewed posts, stories, profile updates, and both followers and following lists without being approved as a follower. It helps you understand how to see who someone follows on Instagram by displaying the full following list in one structured panel. 

While it does not access direct messages, it is highly effective for tracking profile changes, new posts, and public engagement metrics discreetly.

Pros

• Anonymous private profile access
• No device installation needed
• View stories without appearing in logs
• Access posts, reels, and highlights
• Clear display of followers and following lists
• Browser based access
• Simple navigation interface

Cons

• No DM monitoring
• No GPS tracking capability

5. XNSPY

XNSPY is designed for advanced supervision with alert based monitoring and keyword tracking inside Instagram conversations. We tested its ability to log direct messages, capture deleted chats, and send alerts when predefined keywords appeared in conversations. 

This makes it suitable if you need to monitor someone’s Instagram account for specific risk indicators. 

It also tracks follower changes and interaction history, allowing you to track Instagram user activity in a structured way. GPS monitoring operates at device level, giving precise location data for those asking how to see someone’s location on Instagram beyond tagged posts.

Pros

• Keyword alerts inside DMs
• Access to deleted messages
• Detailed interaction logs
• GPS location tracking
• Follower and engagement tracking
• Stealth operation mode
• Remote dashboard control

Cons

• Installation required
• Higher cost for full feature access

6. Eyezy

Eyezy combines behavioral tracking tools with detailed Instagram monitoring features. We tested its ability to log direct messages, record timestamps of conversations, capture shared media, and track changes in followers and following lists.

It allows you to track Instagram user activity through structured activity summaries and keyword alerts. If you are searching for how to see someone’s location on Instagram, Eyezy provides GPS tracking with movement history displayed on a map interface. 

The dashboard groups Instagram data with other social apps, which helps you identify communication patterns over time.

Pros

• Full DM access with timestamps
• Keyword tracking alerts
• GPS location monitoring
• Track followers and following updates
• Media file access
• Stealth mode functionality
• Structured dashboard reports

Cons

• Requires installation on device
• Premium plan needed for advanced features

7. mSpy

mSpy offers complete Instagram supervision, including direct message monitoring, deleted chat recovery, follower tracking, and device location reporting. 

During testing, we accessed sent and received DMs with attachments, message timestamps, and contact details. It tracks follower list changes so you can clearly see who someone follows on Instagram over time. 

For users asking how to see someone’s location on Instagram accurately, mSpy provides GPS tracking with location history logs. The reporting panel organizes data chronologically, which makes long term monitoring practical and structured.

Pros

• Access to Instagram DMs and attachments
• Recover deleted messages
• GPS location tracking with history
• Monitor followers and following changes
• Detailed activity reports
• Works on Android and iOS
• Reliable long term performance

Cons

• Installation required
• Subscription based pricing model

Buying Guide: How to Choose the Right Instagram Tracking Tool

Choosing the right solution depends on what level of access you actually need and how much visibility you expect. We tested anonymous viewers and full monitoring apps side by side so you can decide how to track Instagram user activity in a way that fits your situation.

Anonymous Viewing vs Full Monitoring

The first decision you must make is whether you only need anonymous profile access or complete device level supervision. 

Anonymous viewers such as browser based platforms allow you to see posts, stories, highlights, and understand how to see who someone follows on Instagram without sending a follow request. These tools do not require installation and are ideal if you want discreet observation.

Full monitoring apps operate differently. They require installation on the target device and allow you to monitor someone’s Instagram account in depth. This includes direct messages, deleted chats, media files, login timestamps, and detailed interaction logs. If your goal is to see conversations and communication patterns, anonymous tools will not be enough.

Access to Followers and Following Lists

If your main concern is understanding who someone follows on Instagram, you need a tool that displays both the followers list and the following list in full. Anonymous viewers typically show current lists but do not provide historical tracking. That means you can see who they follow now, but not when they followed them.

Full monitoring tools can track changes over time. This allows you to see new followers added, accounts unfollowed, and sudden spikes in follower activity. If you want to track Instagram user activity over weeks or months, historical change tracking becomes essential rather than optional.

Message Visibility

Many users searching how to track someone on Instagram are primarily concerned with private messages. Instagram itself does not allow you to access someone else’s DMs, which means you need a monitoring tool with message logging capabilities. 

Look for apps that capture sent and received DMs, deleted messages, attachments, voice notes, and timestamps.

If message visibility is your priority, confirm that the tool provides real time syncing and not just periodic updates. Some apps only refresh data at intervals, which can cause delays in message reporting. Complete message visibility is only available through device level access, not anonymous viewing platforms.

GPS Tracking Capabilities

If you are researching how to see someone’s location on Instagram, understand that Instagram does not provide live location tracking inside the app. You can only see location tags attached to posts or stories. 

Monitoring tools that include GPS tracking gather location data directly from the device, not from Instagram itself.

Look for features such as real time GPS tracking, location history logs, map view reporting, and geofence alerts. These tools allow you to track movement patterns rather than relying on optional story tags. If location monitoring is critical for you, make sure the tool clearly states device compatibility and GPS accuracy.

Ease of Setup

Ease of setup depends on the type of tool you choose. Anonymous viewers require no installation and typically work through a web browser after entering the target username. This makes them faster to use but limited in depth.

Full monitoring apps require device access for installation and configuration. Some tools provide remote setup guides and step by step instructions, while others require manual configuration. 

If you want minimal technical steps, choose a platform that offers guided installation and a clear dashboard for tracking Instagram user activity.

Subscription Costs

Most advanced monitoring solutions operate on a subscription model. Monthly pricing typically ranges between mid tier and premium plans depending on feature access. Anonymous viewers may offer lower pricing because they do not provide message access or GPS tracking.

Before subscribing, compare what is included in each pricing tier. Some platforms charge extra for message recovery, keyword alerts, GPS tracking, or historical follower tracking.

If you want to monitor someone’s Instagram account long term, annual plans often reduce the overall monthly cost. Always evaluate cost against the depth of access you actually need rather than choosing based on price alone.

Conclusion

If you are seriously trying to understand how to track someone on Instagram, the key is choosing a tool that matches the level of access you actually need. 

Anonymous viewers help you see posts, stories, and understand how to see who someone follows on Instagram without alerting the account owner. 

Full monitoring apps allow you to monitor someone’s Instagram account, read direct messages, recover deleted chats, and even learn how to see someone’s location on Instagram through device level GPS tracking. 

We tested different approaches and found that clarity comes from selecting the right category first, not just the most popular name.

Frequently Asked Questions

Can you view a private Instagram account without following it?

Instagram does not allow you to see private posts, stories, or followers unless you are approved. Anonymous viewing tools can provide profile visibility without sending a follow request, but the depth of access depends on the platform you choose.

How can you see who someone follows on Instagram?

If the account is public, you can open the profile and view the following list directly. If the account is private, you need either approval or a third party tool that displays followers and following lists without direct access.

How to see someone’s location on Instagram?

Instagram only shows location tags attached to posts or stories. Real time location tracking requires a monitoring solution that accesses device GPS data instead of relying on optional check in tags.

Can you track Instagram user activity in real time?

Standard Instagram features do not provide real time tracking of another account. Monitoring apps with device level access can log activity timestamps, message exchanges, and interaction frequency as they happen.

Is it legal to monitor someone’s Instagram account?

Legality depends on your relationship to the person and local privacy laws. Parents monitoring minor children is generally permitted, but tracking adults without consent may violate legal boundaries.

Can deleted Instagram messages be recovered?

Instagram does not allow you to recover deleted messages through the app itself. Monitoring tools that are already installed can capture conversations before deletion and store them in their dashboard.

Disclaimer

SOFTWARE INTENDED FOR LEGAL USE ONLY

This is a SPONSORED POST & Contains AFFILIATE links.

The tools in this guide are intended for ethical, personal, and professional use only. It does not support or condone hacking, stalking, harassment, blackmail, or unauthorized redistribution of content. Always respect the social platforms terms of service, local privacy laws, and the rights and boundaries of other users when using any private-viewing tool.

The post How to Track Someone on Instagram – Top 7 Tools to Use Today appeared first on jeffbullas.com.

* This article was originally published here

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mSpy Review: The Truth Behind The Monitoring Claims

Before you spend money on monitoring software, an honest mSpy review should answer one question clearly: does it perform as promised in real conditions? 

We reviewed the platform, we tested its dashboard across devices, and we examined user complaints in detail. 

mSpy claims to serve over 1.5 million users worldwide, yet independent feedback shows divided satisfaction, especially around refunds and compatibility. 

We think the tool delivers broad visibility, but performance depends heavily on device type and expectations. This article explains exactly what works, what fails, and who should consider a more focused alternative

Before You Buy mSpy: What Most People Get Wrong

Most buyers approach mSpy with the wrong mindset, and that creates immediate frustration. People expect prevention when the tool delivers visibility. They assume it will block risky content, restrict access, or stop behavior in real time, yet mSpy records activity after it happens. 

Many buyers believe iPhone performance mirrors Android performance. It does not. iOS restrictions limit depth and consistency. Others expect Instagram access to mean full story and message control across accounts. 

That assumption leads to disappointment because mSpy depends entirely on device-level data, not platform-level access. When expectations exceed technical reality, refund requests follow. We have seen this pattern repeatedly in user feedback. 

Real-Life Usage Scenarios: When mSpy Makes Sense

Different users buy mSpy for different reasons, and those reasons determine satisfaction.

Parental Monitoring Situation

Parents usually want insight into risky behavior patterns, not just random logs. mSpy works best as a visibility tool that reveals call history, search activity, and app usage. It can highlight repeated behavior over time and trigger keyword alerts that point to potential concerns. 

However, it does not operate as the best parental control app for Android because it lacks strong blocking tools and structured screen-time control. It shows activity after exposure. It does not prevent exposure before it happens. Parents who understand that distinction feel more satisfied.

Relationship Suspicion Situation

Many buyers search for spy apps for cheating spouses with the expectation of instant, invisible access. That expectation is unrealistic. The tool requires device access and correct permissions. Without proper setup, logs appear incomplete. 

Legal and ethical risks also exist when monitoring a personal device without consent. People who expect it to work like a remote surveillance system often feel disappointed. It is a monitoring platform, not a magical access tool.

Some users also search for how to view someone’s Instagram story if they are private. mSpy does not function as a bypass system for private accounts. It depends entirely on the monitored device’s activity.

Employer Monitoring Situation

Employers use mSpy in company-device contexts where written policy allows oversight. In this setting, it can provide activity visibility without complex infrastructure. It works better on Android company devices than on iPhones due to OS limitations. 

Oversight must remain balanced to avoid micromanagement concerns. Compatibility issues may arise after OS updates, which can interrupt monitoring temporarily. Businesses that treat it as a visibility layer, not a total control system, tend to use it more effectively.

Performance Test Results: What We Noticed

We did not evaluate mSpy based on marketing claims. We tested it across different devices and focused on performance patterns over time.

Data Accuracy

Accuracy defines trust. In our testing, core logs such as calls and SMS remained relatively consistent on Android. Social app data showed variability.

• Message reliability: Standard SMS logs appeared stable. Social app messages sometimes missed media attachments or appeared with delay.
• Sync delays: Updates did not always reflect instantly. Poor connectivity, battery saver mode, and background restrictions caused noticeable lag.
• Missing entries: After device restarts or permission resets, certain activities failed to populate until permissions were restored.

People searching for how to track someone on Instagram often assume seamless tracking. That expectation does not align with device-level data limits. mSpy records activity tied to the monitored device. It does not function as an external Instagram likes viewer or platform-based access tool.

Stability Over Time

Short-term testing looks fine. Long-term performance reveals more.

• After OS updates: Major iOS updates reduced visibility depth until compatibility patches were applied.
• After social app updates: Messaging apps frequently changed internal architecture, which temporarily disrupted tracking.
• Permission resets: System updates sometimes revoked required permissions, which stopped data collection silently.

Stability depends on constant compatibility alignment. Android devices handled changes better than iPhones in our tests.

Device Impact

Monitoring software always affects system behavior to some degree.

• Battery drain: Moderate increase in background battery usage appeared on Android devices with full permissions enabled.
• Background activity: Continuous syncing increased background processes.
• Performance slowdowns: On mid-range devices, heavy permission use caused slight interface lag.

Impact remained manageable, but it was not invisible.

Pricing Reality: Cost Vs Risk

mSpy pricing looks attractive at first glance, but risk and refund conditions matter just as much as monthly cost.

Plan	Approximate Price	Effective Monthly Cost	Risk Level
1 Month	$48.99	$48.99	High risk if expectations mismatch
3 Months	$28.00/month	$84 total	Moderate risk, limited commitment
12 Months	$11.67/month	$140 total	Lower monthly cost, higher long-term commitment

The annual plan offers the strongest discount. However, refund friction increases the financial risk if compatibility problems arise. Buyers who understand device limitations reduce that risk. Those who assume flawless performance often request refunds quickly.

PeekViewer: A Focused Alternative That Solves One Problem Properly

If your main concern is Instagram access, mSpy may feel excessive and technically unstable. In our testing and independent PeekViewer review research, the biggest difference is architectural simplicity. 

PeekViewer does not rely on deep device–level installation or OS permissions. It focuses specifically on Instagram visibility, which reduces compatibility issues.

Key strengths include:

• No heavy device configuration
• No dependency on Android vs iOS system access
• Direct Instagram profile and story viewing focus
• Cleaner dashboard with minimal sync delays
• Stable performance unaffected by social app updates

Users who search for Instagram–specific access often expect platform-level visibility rather than device-level logging. 

PeekViewer operates closer to that expectation. It does not attempt to monitor everything. It solves a narrow use case and does it predictably.

If your goal is broad parental oversight, mSpy covers more categories. If your goal is Instagram visibility alone, PeekViewer delivers a more stable experience with fewer technical variables.

Final Verdict

This mSpy review shows that the software performs within its technical limits but fails when expectations exceed those limits. Android devices receive stronger functionality. iPhone users face reduced consistency. Social app monitoring works but depends heavily on updates and permissions. 

Refund friction adds financial risk when compatibility problems arise. mSpy makes sense for users who want after-the-fact visibility across multiple activity categories. It does not function as a flawless surveillance system. If Instagram access is your primary need, PeekViewer provides a more focused and stable solution.

→ Choose PeekViewer the tool that fits your exact goal

Frequently Asked Questions

Does mSpy require physical access to the device?

Yes, initial setup requires direct access to configure permissions. Ongoing monitoring depends on those permissions remaining active.

Can mSpy monitor deleted messages?

It may capture messages before deletion if sync occurs first. It cannot reliably recover content after it is permanently removed.

Why does mSpy stop syncing sometimes?

OS updates, permission resets, or battery-saving settings can interrupt background activity. Reconfiguring permissions usually restores data flow.

Is mSpy detectable on the device?

On Android, advanced users may notice background activity. On iOS, system restrictions reduce background visibility but do not guarantee invisibility.

Does PeekViewer require device installation?

No, PeekViewer does not rely on deep device-level monitoring. It focuses specifically on Instagram visibility without complex setup.

Is PeekViewer better for Instagram-only access?

Yes, it provides a more stable and specialized solution when Instagram access is the primary goal.

Disclaimer

SOFTWARE INTENDED FOR LEGAL USE ONLY

This is a SPONSORED POST & Contains AFFILIATE links.

The tools in this guide are intended for ethical, personal, and professional use only. It does not support or condone hacking, stalking, harassment, blackmail, or unauthorized redistribution of content. Always respect the social platforms terms of service, local privacy laws, and the rights and boundaries of other users when using any private-viewing tool.

The post mSpy Review: The Truth Behind The Monitoring Claims appeared first on jeffbullas.com.

* This article was originally published here

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