The vocabulary of social media automation has grown rapidly over the past three years. This social media automation glossary establishes precise definitions for every term operators, agencies, and creators encounter when running automation at scale — from shadowbans and action blocks to AI chatters, device fingerprints, and residential proxies.

Each entry defines the term, explains the underlying mechanism, and links to the Onimator blog posts and guides that examine the concept in depth.

New terms are added to this glossary regularly. If a term is missing that you would like defined, let us know via Telegram.

Detection & Safety

• 2FA (Two-Factor Authentication) — The security layer that requires a second verification code alongside a password at login. Instagram’s default security posture for accounts with meaningful reach.
• Account Recovery — The process of regaining access to a locked, restricted, or disabled account through email, phone, or identity verification.
• Account Suspension — The temporary disabling of an account for policy violations. Distinct from bans (permanent) and shadowbans (invisible) — a defined-duration timeout with visible notification.
• Account Warning — The highest-tier restriction popup indicating the account is one strike from permanent removal.
• Action Block — A temporary platform restriction placed on specific actions when behavior appears spam-like.
• Action Limit — The operator-defined ceiling on how many actions of a specific type an automated account can perform per hour or per day. The primary safety valve keeping automation within platform tolerance.
• Anti-Detection Layer — The composite safety configuration combining behavioral randomization, IP rotation, device fingerprint variation, cool-down handling, and response detection into a unified defense. What separates automation that survives modern detection.
• Auto-Relogin — The recovery mechanism that automatically re-logs accounts back in when platforms log them out. Essential for fleet-scale operations that face routine session timeouts.
• AutoMod — Reddit’s automated moderation bot that runs in every subreddit, filtering posts and comments by karma, keywords, and account age before human moderators see them.
• Ban Wave — A coordinated enforcement sweep where a platform bans or restricts many accounts within a short window based on a shared pattern. The largest concentrated risk multi-account operators face.
• Behavioral Baseline — The pattern of activity an account establishes early on that platform detection systems evaluate all future behavior against. Rushing the baseline produces accounts with permanent elevated scrutiny.
• Behavioral Correlation — Detection technique that flags accounts whose activity patterns cluster too closely across timing, sequence, and content dimensions.
• CAPTCHA Challenge — The verification test the platform deploys mid-session to confirm a human is behind the account.
• Community Guidelines Violation — The platform’s formal determination that content or activity has broken published rules. Produces enforcement ranging from content removal to full account termination.
• Content Moderation — The platform-side process of reviewing user-generated content to enforce policies. Combines automated systems with human reviewers to determine what stays visible.
• Cross-Account Correlation — The specific detection case where multiple accounts operated by one entity are identified as related, causing cluster-level bans.
• Feature Limit — A platform-level restriction that removes access to specific Instagram features on an account for a set period. Heavier than a shadowban, lighter than an account warning.
• Ghost Block — An advanced action block where the interface accepts the action but it never lands on the target.
• IP Ban — A restriction that blocks all traffic from a specific IP address regardless of which account is attempting to connect.
• Login Alert — The notification Instagram sends when a login attempt comes from an unrecognized device, location, or network. Multi-account operators see these constantly during device or proxy rotations.
• Login Verification — The security check the platform runs when it does not recognize the device, network, or session behind a login attempt.
• Rate Limiting — A soft platform restriction where actions are slowed when frequency exceeds normal user thresholds, distinct from hard action blocks.
• Reddit Shadowban — Reddit’s enforcement mechanism where an account appears normal to itself but its content is invisible to everyone else. Absolute rather than partial, unlike Instagram’s shadowban.
• Shadowban — Algorithmic content suppression where platforms silently restrict visibility without notifying accounts.
• Suspicious Login Attempt — Any login event Instagram flags as not matching the account’s normal login patterns. The underlying event that produces login alerts and verification challenges.
• Trust Rebuild — The recovery practice for accounts that have accumulated negative signal. Pause aggressive activity, run conservative behavior for weeks, let positive signals slowly offset the accumulated negatives.
• Trust Score — The algorithmic assessment of an account’s authenticity that determines reach ceiling, block probability, and recovery speed.
• Try Again Later — Instagram’s soft-restriction popup that appears when an action gets temporarily throttled. The middle-tier response between silent throttling and formal action blocks — critical to handle correctly.
• User Report — The mechanism through which platform users flag content or accounts for policy review. Feeds moderation queues alongside automated detection systems.
• Verification Loop — The pattern where an account gets stuck cycling through repeated verification challenges without ever completing successfully enough to return to normal operation.

Automation Terminology

• Accept Friends (Snapchat) — Snapchat automation that processes pending friend requests, converting one-way adds into mutual friendships that enable message delivery. The load-bearing tool for any high-inbound Snapchat strategy.
• AI Chatter — An automated conversation agent that handles DM conversations at scale, mimicking human chat.
• Auto-Accept (Follow Requests) — Automation that programmatically approves incoming follow requests on private accounts. Enables private-account growth strategies without the manual approval bottleneck.
• Auto-Increment — The warm-up ramping mechanic that gradually raises daily action limits over time so fresh accounts don’t jump straight to max volume. Used across Follow, Matching, and DM tools.
• Broadcast Channel — Instagram’s one-to-many messaging feature for opted-in subscribers. The direct-notification tier between passive Stories and active DMs, reaching subscriber inboxes without the reply-flood problem.
• Browser-Based Bot — Automation that scripts a browser to control the web version of a platform. Detection has caught up, making this architecture non-viable at scale.
• Comment Feeds (Reddit) — Reddit automation that comments on home-feed posts using AI-generated replies. Higher-risk than upvoting because comments produce public content the account attaches its username to.
• Content Repost — Automation that republishes content across accounts programmatically. Powers content amplification and cross-account distribution, with specific detection risks around coordinated republishing patterns.
• Cool-Down — The pause period after a detected block during which automation is suspended to allow platform trust signals to recover.
• Cross-Posting — The practice of sharing the same content across multiple subreddits or platforms. Reddit-specific mechanic with broader cross-platform applications and detection risks.
• Drip Queue — A messaging pattern where the next scripted message sends only after the recipient responds, mimicking natural conversation cadence.
• Emulator Automation — Automation performed on virtualized Android environments running on desktop, distinct from real-device and browser-based approaches.
• Engage Tool — The composite automation engine that visits a target profile once and performs multiple actions per visit. Replaces standalone Follow, Like, Comment, DM, and Story bots.
• Feed Source — The targeting mechanic that pulls follow targets from a source account’s feed rather than from a static follower list. Produces algorithmically-relevant target populations that follower-list scraping doesn’t.
• Follow-Back Prune — The auto-unfollow mechanism that removes accounts that didn’t follow back within a defined window. Keeps the follower-to-following ratio healthy over long-term operation.
• Follow Bot — Automation that follows targeted accounts at scale to trigger follow-back conversion. The oldest and most widely deployed category of social media automation.
• Human Behavior Emulation (HBE) — The intentional insertion of consumption-pattern activities to make an account’s behavior resemble a real user.
• Job Order — The unit of work that packages a defined automation campaign into a single executable task that can be dispatched across a fleet of accounts.
• Lifetime Dedup — The mechanism that prevents automation from ever visiting the same target twice across an account’s entire history. One of the strongest single features separating sustainable automation from spam-flagged automation.
• Limit per Feed Source — Follow Tool cap on how many accounts to follow from any single feed source before rotating. Prevents the correlated-targeting signature platform detection catches.
• Live-Check Sources — The verification mechanism that checks whether each source account is still valid before campaigns run. Prevents wasted actions on deleted, suspended, or private sources.
• Post Monitor — The reactive engagement tool that watches a target account for new posts and dispatches likes and comments the moment new content appears.
• Post Rescheduling — Post Monitor’s failed-post recovery workflow. Requeues failed posts individually or in bulk across the fleet so publish failures become recoverable output rather than lost content.
• Post Scheduler — The tool that queues social media content for automatic publishing at defined times. The operational foundation for consistent posting cadence at scale.
• Quick Adds (Snapchat) — Snapchat’s suggested-friends panel. The primary source of new-connection candidates for Snapchat growth and the highest-risk action on the platform.
• Randomization — The intentional introduction of variance in timing, action order, and content to prevent detection patterns from forming.
• Real-Device Automation — Automation performed on physical Android or iOS devices via UI automation, as opposed to browser or API-based approaches.
• Reels Watching Bot — Instagram automation that plays through Reels content to produce natural watch-time signals. One of the load-bearing behavioral indicators Instagram uses to distinguish real users from automated accounts.
• Scroll Feed (Threads) — Threads passive browsing automation that scrolls the home feed at natural intervals to build behavioral baseline without producing outbound signals. Primary warm-up mechanism for fresh Threads accounts.
• Scroll Feed (TikTok) — TikTok passive-browsing automation that scrolls the For You Page to produce watch-time signals. Primary warm-up mechanism for fresh TikTok accounts and ongoing camouflage for accounts running outbound tools.
• Selectivity Dial (Percent to Like) — The right-swipe rate control in dating Matching tools. 40–70% mimics real user behavior; 100% is the strongest automation signature and tanks account desirability.
• Session — A discrete period of activity on a single account, typically bounded by app open and close. Foundational unit of measurement in automation.
• Skip Account Randomly — Follow Tool randomization option that skips some targets rather than following every account in sequence. Produces the human-realistic mixed-selection pattern that reads as browsing rather than as list-processing.
• Skip Users Already Engaged — The Engage Tool’s tag-based cross-account dedup mechanic. Prevents multiple accounts in the same operational group from engaging the same target, eliminating coordinated-engagement detection signal.
• Source List — The curated collection of source accounts an outreach campaign pulls targets from. Source list quality is often the single largest determinant of campaign success.
• Source Rotation — The practice of systematically cycling through different source accounts so campaigns don’t exhaust the same target pool. The operational answer to source depletion.
• Spintax — Syntax that generates text variations from templates using {a|b|c} notation, used to prevent identical-text detection.
• Story Viewer Bot — Automation that watches stories from targeted accounts on behalf of the operator to trigger profile visits and low-risk audience exposure.
• Task Queue — The ordered list of pending work items that an automation system holds and processes in sequence. The scheduling structure underneath every serious automation platform.
• Unfollow Pre-emption — The specific Engage Tool mechanism where a previously-followed user reappearing in a source list gets unfollowed instead of engaged. Bypasses lifetime dedup for cleanup purposes.
• Upvote Feeds (Reddit) — Reddit automation that scrolls the home feed and upvotes posts organically. The lowest-risk Reddit action and primary warm-up mechanism for fresh Reddit accounts.
• Upvote Post (Reddit) — Reddit targeted-upvoting automation that supports specific usernames’ recent posts. Powers coordinated network support strategies with specific detection risks around vote manipulation.
• Warm-Up — The multi-day process of establishing a new account’s behavioral baseline through passive consumption before introducing outreach.

AI & Chatter Terminology

• AI-Generated Comment — A comment produced by an AI model at posting time, unique per post, deployed to avoid identical-text detection.
• AI Guardrails — The safety mechanisms that constrain what an AI system is allowed to say or do, keeping outputs within a defined range regardless of the input.
• AI Persona — The defined character an AI chatter adopts across every interaction. What separates AI chatters that feel like specific people from ones that feel like generic assistants.
• Auto-Response — An automated reply triggered by a specific event or condition. Templated rather than generative, occupying the high-volume low-complexity layer beneath AI chatters.
• Behavioral-Layer Detection — Detection that evaluates whether an account’s activity pattern matches human behavior around the content it produces.
• Content-Layer Detection — Detection that evaluates whether comment or DM text reads as machine-generated based on linguistic markers and structure.
• Context Window — The total amount of text an AI language model can consider at any single moment when generating a response. Directly connected to persona drift.
• Conversation Handoff — The transition point where a conversation moves from AI to human chatter handling. The operational mechanism that makes hybrid AI-plus-human chatter workflows practical.
• Cupid AI — A third-party AI chatter platform tuned for flirty and dating-adjacent conversation, integrated with Onimator alongside OpenAI and FluidTalk.
• Custom GPT Prompt — The system prompt an operator configures to control tone, length, language, and brand voice of AI-generated messages.
• FluidTalk — The persona-based managed AI chatter platform integrated with Onimator through Global Settings. Handles DM conversations across accounts with per-persona voice, memory, and guardrails as a service.
• LLM (Large Language Model) — The foundational AI class behind every modern chatter, comment generator, and DM writer. Trained on massive text corpora to predict natural language token-by-token.
• Message Personalization — The practice of customizing outbound messages per recipient based on information about that specific person, rather than sending identical templates. What makes AI chatters outperform static broadcast.
• Multi-Turn Conversation — An AI exchange that spans multiple back-and-forth turns while maintaining context. The foundational capability that separates modern AI chatters from single-turn bots.
• Persona Drift — The gradual erosion of an AI system’s assigned character across a long conversation, one of the most common failure modes for AI chatters.
• Persona Variables — Account-specific data (age, city, interests, tone) passed to AI generators to produce persona-consistent output.
• Prompt Injection — A technique where a user embeds instructions inside their message that override or hijack the AI system’s original instructions.
• Response Latency — The time between an incoming message arriving and the AI chatter’s reply being delivered. Instant responses look automated; the right latency mimics natural human timing.
• Sentiment Analysis — AI technique that reads incoming DM tone to route responses. Powers hybrid AI-plus-human chatter workflows by escalating hot leads and filtering hostile messages.
• Trigger Keyword — A specific word or phrase that, when detected in an incoming message, routes the conversation to a defined response or escalation instead of the AI’s normal reply.

Multi-Account & Infrastructure

• ADB (Android Debug Bridge) — Google’s command-line tool and communication protocol that lets a computer control an Android device. The interface every real-device automation platform depends on.
• App Cloning — A technique that installs multiple isolated copies of a mobile app on a single device, allowing one device to host multiple accounts.
• Bot Folder — The data directory Onimator installations use to store device registrations, per-account configurations, session histories, and everything else the installation persists. The shared reference point every OniHelper Suite tool operates against.
• Bulk Import — The CSV-based process of onboarding many social media accounts into an automation platform simultaneously. Standard onboarding mechanism for any operation running more than a handful of accounts.
• Clone Detector — A multi-account deployment tool that scans an Android device for cloned Instagram apps and distributes accounts across them, wiring the assignment into the automation platform.
• Cloud Phone — A remote physical Android device hosted in a data center, combining real-device authenticity with cloud accessibility.
• Copy Settings — Threads Manager’s bulk-copy Follow settings feature. Replicates one source account’s tool configuration onto many target accounts in one action, with checkbox tree control over which settings propagate.
• Cross-Account Dedup — The fleet-level mechanism preventing multiple accounts from converging on the same targets. Eliminates one of the strongest cross-account correlation signals platforms use to identify multi-account operations.
• Datacenter Proxy — A proxy IP hosted from cloud infrastructure. Easily detected by social platforms — avoid for automation.
• Device Fingerprint — The composite identity signal a device presents to platforms across dozens of hardware and software properties.
• Enable Tags — The master switch controlling whether Onimator’s tagging system is active. Tags stay stored when OFF, but downstream tag-driven features (like Engage cross-account dedup) ignore them entirely.
• Filter by Tag — The recurring OniHelper Suite UI pattern that narrows account lists to only accounts carrying a specific tag before running bulk operations. Turns tag structure into surgical scoping.
• Fleet (Bot Fleet) — The complete collection of accounts, devices, proxies, and automation an operator manages as one unit. The operational scope that separates professional operations from hobbyist multi-account setups.
• Flight Mode Reset — The technique of toggling airplane mode on and off to force a mobile IP rotation. A zero-cost way to introduce IP separation between account sessions on the same phone.
• Global Settings — The app-wide configuration panel where API keys, AI chatter credentials, MCP server settings, and system preferences live. Set once at install, referenced by every downstream tool.
• HikerAPI — The Instagram scraping API automation platforms use for source verification, follower extraction, and post monitoring. The data-retrieval layer feeding source lists, live-check, and post monitors.
• IGBot — The Instagram-specific installation variant within the Onimator ecosystem. Handles Instagram automation and serves as the reference point sibling bots use when coordinating shared-device schedules.
• IP Rotation — The practice of changing the outbound IP address between account sessions to prevent multiple accounts from sharing network identity.
• Master Toggle — The recurring ON/OFF switch every Onimator tool exposes at the top of its settings tab. Controls whether the tool runs at all for an account, independent of other configuration.
• MCP (Model Context Protocol) — Anthropic’s open protocol that lets AI assistants like Claude Code control Onimator through natural language rather than through the GUI. Introduced in Onimator v15.7.2.
• Mobile Proxy — A proxy served from a cellular network, presenting as a mobile-carrier IP. The highest-trust proxy class.
• Ngrok Tunnel — The tunneling service that exposes local automation servers to the internet through secure HTTPS URLs. Powers remote dashboard access and MCP integration without router configuration.
• NomixCloner — The Android app-cloning tool that creates isolated Instagram instances on a single phone. Onimator’s Clone Detector specifically scans for and integrates with NomixCloner clones.
• OniHelper Suite — Onimator’s dedicated companion app for fleet-level operations. Bundles bulk tools for tagging, scheduling, posting, and analytics across multi-account fleets — what makes Onimator viable at operational scale.
• Phone Farm — A physical cluster of Android devices used to host and automate multiple social media accounts at scale. The infrastructure behind serious multi-account operations.
• RapidAPI — The API marketplace hosting Instagram scraping providers used by automation platforms. Parallel option to HikerAPI for source verification and follower extraction.
• Residential Proxy — A proxy IP hosted from a residential internet connection, presenting as a real home user to the target platform.
• Round-Robin Scheduling — Time Manager’s most human-realistic allocation method. Gives each account multiple short daily windows instead of one long continuous shift, mimicking the check-multiple-times-per-day pattern real users produce.
• Rounds Per Day — The Round-Robin scheduling parameter that controls how many separate daily windows each account gets. Higher values produce more frequent, shorter windows across the day.
• Session Persistence — How cloud automation platforms maintain login state across sessions without re-authenticating every time. Foundational for cloud-first architectures like Xmator.
• Session Rotation — The practice of switching between account sessions on a device with clean state resets between them. The operational counterpart to IP rotation for defeating cross-account correlation.
• SIM Rotation — Toggling airplane mode on a cellular device between account sessions to force the carrier to assign a fresh mobile IP.
• Sticky IP — A proxy configuration that maintains the same IP address for a defined session length instead of rotating on every request. The standard proxy setup for account operations.
• Tag Manager — OniHelper Suite’s bulk tagging tool for organizing multi-account fleets. Drives downstream features like the Engage tool’s cross-account deduplication.
• Threads Manager — Container tab inside OniHelper Suite bundling five Threads-specific bulk tools (Copy Settings, Time Manager, Post Scheduler, Targets Splitter, Post Monitor).
• Time Manager — OniHelper Suite’s bulk schedule allocator that calculates per-account Start/End times across multi-account devices. Solves the staggered-scheduling problem that prevents parallel-execution detection.
• Timer Tab — The per-account scheduling panel inside Onimator that defines when each individual account runs its automation. Time Manager writes to these fields at the bulk level.
• Trusted Device — A device Instagram has authorized for an account so future logins skip security challenges. The mechanism through which the platform reduces friction for known hardware.
• UIAutomator2 — Google’s official Android UI-automation framework. The underlying engine most real-device automation platforms use to drive taps, swipes, and text input on Android devices.
• USB Debugging — The Android developer setting that authorizes a connected computer to send commands to the phone via ADB. Foundational prerequisite for every real-device automation platform.
• Xmator — Onimator’s sibling product for X/Twitter automation. Cloud-based rather than real-device, designed for X’s specific detection framework rather than Meta’s device-signal-heavy model.

Agency & Growth Vocabulary

• Account Farming — The practice of creating social media accounts in bulk and warming them up over weeks before deploying them for their intended purpose.
• Amplification Network — A network of coordinated accounts that share content, mention, and drive traffic to a central main account.
• Brand Voice — The consistent tone, style, and personality an account uses across every piece of content and interaction. What makes an account recognizable across posts even when the audience never sees the author.
• Chatter (Role) — The person on an agency or creator team who handles inbound direct messages at scale on behalf of the account holder.
• Chatter Pod — The structural unit agencies use to organize teams of chatters around a specific cluster of accounts, with coordinated shifts, scripts, and escalation rules.
• Community Manager (Role) — The team member responsible for engaging with an account’s audience through public interactions like comments and story replies. Distinct from a chatter who handles private DMs.
• Content Calendar — The planning document that maps what content will be published, when, and on which channel in advance of publication. The operational foundation for coordinated content across accounts and teams.
• Content Pillars — The 3-5 core themes an account commits to posting about consistently. The strategic framework that keeps content coherent to the audience and recognizable to the algorithm.
• Content Recycling — The practice of republishing high-performing content on the same account after a rest period, reaching audiences that missed the original.
• Content Repurposing — The practice of adapting content across platforms and formats to maximize reach per production effort. Distinct from cross-posting because the content itself gets adapted.
• CPA (Cost Per Acquisition) — Total spend divided by the number of desired outcomes produced. The metric that determines whether a growth channel is economically viable.
• Growth Hacking — The data-driven marketing approach focused on rapid, measurable growth through unconventional tactics rather than traditional marketing channels.
• Karma Farming — The deliberate practice of building Reddit karma through upvote-optimized content so the account can later be used for outreach or promotional activity.
• Mass DM Campaign — The coordinated dispatch of the same message to a large recipient list in a defined window. The primary broadcast mechanism creators and agencies use for promotion, reactivation, and sales.
• OF Model (Managed Model) — The creator whose OnlyFans account is operated in whole or in part by an agency under a formal revenue-share arrangement. The core relationship structure in the agency economy.
• PPV (Pay-Per-View) — The monetization model where subscribers pay a separate fee to unlock specific content on top of their base subscription. Often produces more monthly revenue than subscription fees combined.
• Retweet for Retweet (R4R) — A mutual-boost coordination tactic on X where accounts agree to retweet each other’s content to expand reach beyond what each could produce independently.
• SMM Panel — A wholesale platform that resells social media growth services through a reseller model. The order-routing backend Onimator’s CRM integration serves.
• Source Account — An account whose followers or likers are targeted by outreach automation. Key concept for follow-based growth strategies.
• Traffic Team — An operation focused on driving traffic to a monetization endpoint using multi-account DM and comment automation.

Dating App-Specific Terms

• 24-Hour Window — Bumble’s mechanic requiring female users to send the first message within 24 hours of a match, or the match expires.
• Beeline — Bumble Premium feature showing users who have already right-swiped on the account. Highest-conversion automation target on Bumble.
• ELO Score (Tinder) — Tinder’s internal ranking that determines who sees your profile and how frequently it appears in swiping stacks.
• Match-to-Message Ratio — The percentage of matches on a dating app that receive an opening message. A key detection metric on Bumble and Tinder.
• Matching (Bumble) — Bumble’s auto-swipe automation that walks the main deck under the 25-like free-tier ceiling. Selectivity and warm-up matter more than on other dating platforms due to the tight daily budget.
• Matching (Tinder) — Tinder’s auto-swipe engine that walks the card stack at operator-defined pacing. The core match-generation tool feeding every downstream Tinder automation.
• Photo Rotation — The practice of systematically swapping profile photos on a dating account to identify which images produce the highest match rates. The dating-app equivalent of A/B testing.
• Super Like (Tinder) — Tinder’s premium swipe feature that signals stronger interest with a blue banner in the recipient’s stack. Produces two to three times higher match rates than regular right-swipes.
• Tinder Boost — A paid feature that pushes a profile to the front of the local swiping stack for 30 minutes to accelerate match volume.
• Unmatch Rate — The percentage of matches that unmatch an account after the first message. A strong detection signal for spam or scripted openers.

Growth & Metrics

• Audience Overlap — The percentage of followers two or more accounts share. Critical for agencies running similar accounts to avoid cannibalizing each other’s distribution.
• Bio Link CTR — The percentage of profile visitors who click the link in bio. The critical conversion metric between social engagement and off-platform revenue.
• Click-Through Rate (CTR) — The percentage of viewers who click on a link, ad, or interactive element. Universal marketing metric that applies across ads, posts, stories, and search.
• Conversion Rate — The percentage of people who take a defined action out of the total who had the opportunity. The metric that connects social activity to business outcomes.
• DM Deliverability — The percentage of sent DMs that actually reach the recipient’s inbox rather than being filtered into spam or hidden queues. Often the invisible cause of collapsed reply rates.
• DM Reply Rate — The percentage of outbound direct messages that receive a response. The primary conversion metric for DM-based outreach.
• Early-Engagement Bonus — The specific bias in Instagram’s ranking that gives disproportionate weight to interactions arriving in the first minutes of a post’s life. Decides distribution ceiling before most operators check on the post.
• Engagement Rate — The percentage of an account’s audience that interacts with a piece of content through likes, comments, shares, or saves.
• Follow-Back Ratio (FBR) — The percentage of followed users who follow back. Key metric for measuring source-account quality.
• Follower Growth Rate — The percentage increase in an account’s follower base over a defined period. The metric that describes momentum rather than size.
• Follower-to-Following Ratio — The comparison between followers and accounts followed. One of the first signals both platform algorithms and human viewers use to judge whether an account is worth engaging with.
• For You Page (FYP) — TikTok’s personalized algorithmic feed and near-exclusive distribution mechanism. Every video’s reach is decided by tiered FYP evaluation regardless of account follower count.
• Ghost Follower — An active user who follows an account but never engages with any of its content. Distinct from a zombie follower — the ghost is alive but chooses not to engage.
• Impressions vs Reach — Impressions count total displays; reach counts unique viewers. The critical distinction when evaluating whether an audience is actually growing.
• Peak-Hour Posting — The practice of timing content publication to when the target audience is most actively using the platform. The core strategy behind the early-engagement bonus.
• Post Frequency — How often an account publishes new content over a defined window. Optimal frequency varies by platform, and over-posting hurts distribution more than under-posting.
• Profile Visit Rate — The percentage of viewers who tap through to the account’s profile after seeing a piece of content. The metric that bridges content performance and conversion.
• Reach Rate — The percentage of an account’s followers who actually saw a piece of content. The diagnostic metric for account health and distribution throttling.
• Reddit Karma — Reddit’s user-reputation system based on upvotes and downvotes on posts and comments. The credibility metric that determines what an account can and cannot do across the platform.
• Retention Rate — The percentage of followers or subscribers who stay over a defined period. Distinct from growth rate — measures audience stickiness rather than acquisition.
• Save Rate — The percentage of viewers who saved a piece of content. The single most weighted algorithmic signal on Instagram.
• Source Health Score — A composite metric evaluating whether source lists still produce quality follow-backs and engaged followers. Combines follow-back rate, retention, engagement quality, and depletion state into one indicator.
• Stats Analyzer — The reporting tool that aggregates action counters per account and per device across a defined date range. The operational reporting layer that makes multi-account automation measurable at scale.
• Story Completion Rate — The percentage of viewers who watch a story from the first frame to the end. One of the most weighted algorithmic signals on Instagram.
• Watch Time — The cumulative viewing duration signal that dominates TikTok’s ranking decisions. The specific metric FYP tier advancement weights most heavily.
• Zombie Follower — An inactive or abandoned account that still shows in follower counts but never engages. Quietly drags down engagement rate and algorithmic distribution.

More glossary entries are being added regularly. If a term is missing that you would like defined, let us know via Telegram.