Glossary
The AI Search & GEO Glossary
The buying journey moved into ChatGPT and Claude. This is the vocabulary of that shift — every term defined for the marketer who has to win it, not the engineer who builds it.
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A/B Testing the Chat JourneyRunning A/B tests on the ChatGPT conversation the way you test a hero section — offers, messaging, and where it ends.Access vs. Refresh TokenTwo security tokens that keep a ChatGPT connector logged in without asking the buyer to sign in again mid-chatActivation RateThe share of signups who reach first value — the moment a curious user becomes a real one.Agent ModeAgent Mode is when ChatGPT stops answering and starts doing — booking, buying, and filling forms on a buyer's behalf, which is exactly where your brand either gets picked or skipped.Agent Payments Protocol (AP2)Google's standard for authorizing payments made by AI agents on a user's behalf.Agentic CommerceBuying that happens through an AI agent acting on a person’s behalf — the shift drio is built to capture.Agentic Commerce Protocol (ACP)OpenAI and Stripe's standard for letting AI agents complete purchases — a foundation for buying inside the chat.Agentic MarketingLetting AI agents run marketing work end-to-end, from research to outreach, with you steering instead of doing every stepAgentic PaymentsPayments initiated and completed by AI agents rather than people clicking checkout.Agentic WorkflowA multi-step task an AI agent carries out on its own — and where your app plugs in as one capable step.AI AgentSoftware that can take actions toward a goal, not just answer — what an assistant becomes once you give it tools.AI Brand VisibilityAI brand visibility is how often and how favorably your brand shows up when buyers ask ChatGPT and Claude for recommendationsAI BrowserAn AI-first web browser like ChatGPT Atlas or Perplexity Comet that answers and acts for the user instead of just showing them ten blue linksAI Coding AgentsAI coding agents are tools that write and ship code on their own, and the marketing version of that shift is what's now reshaping your funnelAI Content at ScaleUsing AI to crank out lots of pages and posts fast, and why volume alone won't get you picked in ChatGPTAI Conversion RateHow often an AI-search conversation turns into a booked lead — the metric that decides whether AI visibility is worth anything.AI Funnel OptimizationApplying funnel and CRO discipline to the AI-search journey — experiment, personalize, and measure inside the chat.AI Overviews (Google)Google's AI-generated answer at the top of search — the box that summarizes, recommends, and often ends the click before your site sees it.AI SDR / BDRSoftware that automates the work of a sales development rep so it can prospect, email, and qualify leads at scale without a humanAI WrapperAn app built on top of an AI model like ChatGPT instead of its own homegrown model and why that is fine for your funnelAI-Search IntentThe buying intent a person reveals when they ask ChatGPT or Claude for help — the demand drio captures and converts.AI-Visibility StackThe layers a brand needs to win AI search — from getting mentioned, to getting picked, to converting the conversation into pipeline.AI-Visibility TrackerTools that monitor what AI assistants say about your brand — useful thermometers, but they don't convert the demand they measure.Answer Engine Optimization (AEO)Optimizing your content so AI assistants and answer engines quote it directly as the answer — not just link to it.API Key AuthA simple secret-string login that lets one app talk to another, and the plumbing drio handles so your buyers never see itApps SDKOpenAI's toolkit for building apps that run inside ChatGPT — the plumbing behind the apps your buyers see.AttributionConnecting a closed deal back to what created it — nearly impossible when buyers decide inside a chat, unless the conversation runs through your app.Authorization Server vs. Resource ServerThe two-part login system that lets a ChatGPT connector verify a buyer and then act for them without breaking the chat
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Bearer TokenA bearer token is the digital ID badge an AI assistant carries to prove it is allowed to use your app on a buyer's behalfBluefishBluefish is an enterprise AI-visibility platform that measures how brands show up in ChatGPT and other assistants so you can see where your demand isBounce RateThe share of visitors who leave without acting — and its AI-search cousin, the conversation that ends with no next step.Brand Safety in AIMaking sure ChatGPT and Claude describe your brand accurately and safely when buyers ask about you.Branded vs. Unbranded QueryWhether a buyer typed your name or just described their problem in ChatGPT and which one your funnel actually winsBuying CommitteeThe group of people who collectively decide whether your brand gets bought, even when only one of them is in the chatBuying SignalA buying signal is any action a person takes that shows they are moving toward a purchase, so your team knows when to step in.
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Call to Action (CTA)The single next step you want someone to take — the thing that has to survive the jump from a chat answer to your funnel.CanvasCanvas is ChatGPT's side-by-side editing pane for writing and coding, and watching how it works shows you where buyers go deep in the chat.Chat ClientThe app or window where your buyer talks to the AI and where your brand either gets picked or skippedChatGPTOpenAI's AI assistant where millions of buyers now research, compare, and shortlist — often before they ever reach your site.ChatGPT AppAn app that runs inside ChatGPT — the surface your buyer interacts with when the assistant calls you. The thing you're optimizing.ChatGPT ConnectorHow an app connects into ChatGPT to answer and act inside the chat — the ChatGPT-side equivalent of a Claude connector.ChatGPT FunnelThe funnel that now runs inside ChatGPT — research, comparison, and decision happening before a buyer ever reaches your site.ChatGPT Referral TrafficThe trickle of visits that show up as 'chatgpt.com' in your analytics — the visible tip of a much larger, invisible AI funnel.CIMD (Client ID Metadata Documents)The simpler, one-click way an AI app proves who it is to a login system — the modern alternative to Dynamic Client Registration in MCP.Citation RateHow often an AI assistant names your brand as a source when it answers a question your buyers are askingClaudeAnthropic's AI assistant — and the first place drio apps get picked, via connectors fired at the moment of buyer intent.Claude AppAn app that runs inside Claude via a connector — where a drio app gets picked and books the lead.Claude CodeThe agentic coding tool from Anthropic that your engineers run in the terminal to write and ship code from plain English.Claude ConnectorHow a drio app plugs into Claude so it can be called mid-conversation — the surface where your buyer actually connects and converts.Claude DesignAnthropic's prompt-to-prototype tool — describe what you want and Claude builds a polished, on-brand design, deck, or prototype you can refine in conversation.Claude ProjectsClaude workspaces that hold context and files for a body of work — useful background for how buyers use Claude.ClaudeBotAnthropic's web crawler that ingests your content for Claude — the gatekeeper to showing up in Claude's answers.ClayClay is the data and enrichment engine your team uses to build and personalize outbound lists at scale.Click-Through Rate (CTR)The share of people who click a given link — under pressure in an AI world where the answer often replaces the click.Codex (OpenAI)Codex is OpenAI's coding agent that writes and ships software, and it's the tool your developers will reach for when they build anything around your ChatGPT funnel.Commercial-Intent QueryA question someone types into ChatGPT when they are ready to buy, compare, or hire, not just to learn.Competitive DisplacementCompetitive displacement is when a buyer asking ChatGPT for a recommendation picks a rival instead of you even though you both show up in the answer.Component PrimitiveA component primitive is one of the prebuilt building blocks that turns your AI-chat answer into a working app the assistant can render and book leads inside.Computer UseA Claude capability that operates a computer by looking at the screen, moving the cursor, and typing, so the assistant can carry a buyer all the way to a booked actionConnector Engine Optimization (CEO)The practice of getting your app picked and fired by ChatGPT and Claude when a buyer shows real intent — the new SEO for AI assistants.Connector vs. Custom AppThe buyer’s first build decision: connect an existing tool, or ship a purpose-built app that gets picked.Consent ScreenThe permission pop-up a buyer taps to let a ChatGPT or Claude app act on their behalf before it can book a meeting or share dataContext EngineeringThe craft of deciding exactly what an AI assistant sees before it answers, which shapes whether your brand gets named and bookedContext WindowThe amount of conversation an AI assistant can hold in mind at once, which shapes whether it still remembers your brand by the time it makes a pickConversation TurnOne round of a buyer asking and the AI answering inside a chat, the unit where your brand either gets picked or skippedConversational CommerceSelling and buying inside a chat interface — the broader trend AI assistants just supercharged.Conversational ConversionConverting a buyer inside the conversation itself, instead of bouncing them to a landing page or form.Conversion by QueryMeasuring conversion at the level of the question a buyer asked — not one anonymous 'chatgpt.com' blob in analytics.Conversion FunnelThe funnel seen as a series of conversion steps — and the leaks between them that quietly cost you pipeline.Conversion Layer for AI SearchThe layer that turns AI-search visibility into booked pipeline — where drio sits, above the trackers that only measure.Conversion RateThe share of visitors or conversations that take the action you want — the number every growth team lives and dies by.Conversion Rate Optimization (CRO)The craft of getting more of the same traffic to convert — now overdue for the ChatGPT conversation, where the decision happens.Cost Per Lead (CPL)What you pay to generate one qualified lead — the number drio's pay-per-lead model puts a hard ceiling on.Custom GPTA tailored version of ChatGPT with your instructions and knowledge — and how it differs from a true ChatGPT app.Customer JourneyEvery touchpoint a buyer hits on the way to buying — increasingly invisible when it runs through a chat you can't see.
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Dark FunnelThe part of the buyer's journey you can't see or track — now including the ChatGPT and Claude conversations where they quietly decide.Dark SocialSharing and discovery that happens in private channels you can't track — DMs, group chats, and now AI assistants.Dark TrafficPipeline that started in an AI chat but lands in your funnel with no source attached so it looks like it came from nowhereData PrivacyHow your customer and lead data is collected, stored, and used when buyers interact with your brand inside AI chatDeep ResearchDeep Research sends ChatGPT off to read hundreds of sources and hand back a sourced report, and your brand is either named in it or invisible.DeepSeekDeepSeek is an open-weight AI chat assistant that can answer your buyers' commercial questions and recommend a brand at the moment of intentDemand CaptureDemand capture is how you turn people already searching for what you sell into booked pipeline before a competitor catches them.Demand GenerationCreating awareness and interest that fills the top of your funnel — increasingly happening inside AI assistants you don't control.Does My Data Train the Model?The question buyers ask before they trust your brand inside ChatGPT and the one your security team asks before they let a chat app touch a lead.Dynamic Client Registration (DCR)The OAuth standard that lets an AI assistant connect to your app on the fly without anyone copy-pasting setup keys first
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E-E-A-TThe trust framework Google and AI assistants lean on to decide which brands are safe to recommend to a buyerEmbedded iframe in ChatA live interactive window the assistant opens inside the conversation so a buyer can browse, qualify, and book without leaving the chat.EntityAn entity is a real-world thing like your brand or product that AI models recognize and reason about when answering buyers.Entity SEOEntity SEO is the work of teaching AI search engines who your brand is so it gets named in the answers your buyers read
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GeminiGoogle's AI assistant, woven into Search and Workspace — another surface where buyers form opinions about your category.Generative Engine Optimization (GEO)Getting your brand mentioned and recommended inside AI answers from ChatGPT, Claude, Perplexity, and Google's AI Overviews.Generative UIInteractive interfaces the assistant builds inside the chat so a buyer can act on your offer without leaving the conversationGoogle AI ModeGoogle's conversational AI search experience where buyers now ask, follow up, and decide before they ever click to your siteGoogle Knowledge GraphGoogle's giant database of entities and facts that decides whether your brand is a known thing or an unknown string of wordsGPTBotOpenAI's web crawler — the bot that decides whether your content can show up in ChatGPT. Block it and you vanish from that answer.GrokGrok is xAI's chat assistant built into X, and another place buyers ask for recommendations before they ever hit your site.GroundingGrounding is when an AI assistant ties its answer to real sources so it recommends the right brand at the moment a buyer is deciding.
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HallucinationWhen an AI confidently states something false — including wrong facts about your product, pricing, or whether you even exist.Hallucination LiabilityThe risk that ChatGPT or Claude says something wrong about your brand and costs you a deal or your reputationHermes (Nous Research)A family of open-weight AI models from Nous Research that your devs might mention, with almost no bearing on whether you get picked in ChatGPTHTTP 402 Payment RequiredThe long-dormant HTTP status code for 'pay to continue' — suddenly relevant as AI agents start paying for things.
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InferenceInference is the moment an AI model actually runs and produces an answer, which is the exact moment your brand does or does not get picked.Inline WidgetAn interactive card that loads right inside a ChatGPT answer so a buyer can act without leaving the chat.Intent DataSignals that show which buyers are actively researching what you sell so you can reach them before a rep ever callsInteractive Tool ResultAn interactive tool result is the live card an AI assistant renders inside the chat where your buyer can act, not just read
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Landing PageThe page built to convert a specific visitor — and why, in AI search, the 'page' is increasingly the chat itself.LatencyLatency is the delay between a buyer asking and the assistant answering, and slow answers quietly cost you the pick.Lead Capture in ChatCollecting a qualified lead inside the conversation, before the buyer bounces — the moment most AI demand leaks away.Lead MagnetSomething valuable offered in exchange for contact details — reimagined as an action a buyer takes inside the assistant.Lead-to-OpportunityThe share of leads that turn into real sales opportunities and why it decides whether your ChatGPT demand becomes pipelinellms.txtA proposed standard file that tells AI crawlers how to read your site — your robots.txt for the LLM era.LovableLovable is an AI app builder that turns a prompt into a working web app, the same way assistants now build mini-apps inside the chat where your buyers ask questions.
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Machine-to-Machine PaymentsPayments between software agents with no human in the loop — the backbone of agentic commerce.Marketing FunnelThe path from a stranger first hearing about you to becoming a customer — now starting inside AI assistants, not your homepage.Marketing-Qualified Lead (MQL)A lead marketing judges interested enough to hand to sales, the first scoring gate in your funnelMarketing-Sourced PipelinePipeline that marketing created from scratch, not deals sales found on their own.MCP AppAn app built on the Model Context Protocol that any AI assistant can call — the buyer-facing surface, not the protocol.MCP ClientThe chat side of the connection that lets ChatGPT and Claude call your app live in a buyer conversation.MCP PromptA pre-built prompt template an app exposes inside ChatGPT so the assistant can run a useful action for the buyer in one tapMCP RegistryA public directory where assistants like ChatGPT and Claude find and list available connector appsMCP ResourceA read-only piece of data an AI assistant can pull through a connector, like a price list or a doc, without taking any actionMCP Security & Tool PoisoningThe security risks behind the apps an AI assistant can plug into, and why a trusted one keeps your in-chat leads safeMCP ServerAn MCP server is the program that lets ChatGPT or Claude actually do something for a user, like book a meeting, instead of just talking about you.MCP ToolAn MCP tool is one action an AI assistant can run on your behalf, like booking a meeting right inside the chatMCP TransportsThe plumbing that carries messages between an AI assistant and an app, and why your team never has to touch itMCP WidgetAn interactive card that renders inside a ChatGPT answer so a buyer can act on your offer without leaving the chatMCP-UIMCP-UI is the open standard that lets a tool render a real interactive interface inside a ChatGPT or Claude answer instead of a wall of text.Memory (in AI)Memory is the assistant remembering past chats so it can carry context forward into your buyer's next questionMessage RoleThe label on each line of a chat that tells the model who is speaking and how much to trust itMeta AIMeta's free assistant built into WhatsApp, Instagram, and Messenger, reaching over a billion people where buyers already spend their timeMicropaymentsTiny payments, often per-action — newly practical when machines transact with machines.Microsoft CopilotMicrosoft Copilot is the AI assistant inside Microsoft 365 where your buyers research and shortlist instead of using a search barModel Context Protocol (MCP)MCP is the open standard that lets ChatGPT and Claude plug into outside apps and tools, which is how your brand can show up and act inside the chatMonetizing an MCP ServerTurning an MCP app into revenue — charging for the tools an assistant calls.Multi-Tenant MCPOne MCP app that serves many brands and customers at once while keeping each one's data and leads walled off from the others.Multi-Touch AttributionA model that splits credit for a deal across every touch a buyer hit on the way to pipelineMulti-Turn ConversationA back-and-forth chat where the assistant remembers earlier messages, which is exactly where buyers decide who to pick
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OAuth for MCPThe secure login handshake that lets an AI assistant act inside your app on a buyer's behalf without you wiring up any of itOAuth ScopesScopes are the permission labels that decide exactly what an AI assistant is allowed to do once a buyer connects your appOpen-Source LLMsOpen-source LLMs are free-to-run AI models your team can self-host, but the buyers you want are still asking the big closed assistants for answers.OpenClawThe free, open-source AI agent going viral in 2026 — it runs on your own devices and acts through the messaging apps you already use.Operator (ChatGPT Agent)The ChatGPT mode that browses, clicks, and buys for the user, so your brand has to be the one it picks and acts on
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Pay-Per-CallCharging per API or tool call — a natural billing model for agent-driven usage.Pay-Per-LeadPaying only for actual booked leads, not impressions or software seats — drio's model, which puts delivery risk on us, not you.Paywalled ToolsMCP tools that require payment before they run — gating capability behind a charge.Peec AIAn AI-visibility tracker that reports which prompts mention your brand — the kind of measurement layer drio plugs in beneath to convert.PerplexityThe AI answer engine that cites its sources — making it a prime target for getting your brand quoted in AI search.Personalization in ChatShowing a different path per buyer slice, live in the conversation — dynamic landing pages, but inside the chat.PipelineThe set of real opportunities moving toward a close that your AI-search demand has to actually producePKCEPKCE is the OAuth security step that locks down the login handshake so only your real app can finish itProduct-Led Growth (PLG)Letting the product itself drive acquisition and expansion — and where a conversational app fits that motion.Product-Qualified Lead (PQL)A lead who qualifies by actually using your product or app, not by filling out a form or matching a job title.ProfoundProfound is an AI-visibility tracker that shows where your brand ranks in ChatGPT and Claude answers but stops short of turning that demand into pipelineProgrammatic SEO (pSEO)Programmatic SEO spins up hundreds of templated pages to capture long-tail search demand at scalePrompt EngineeringPrompt engineering is the craft of phrasing instructions to an AI model so it returns the answer you wantPrompt InjectionPrompt injection is when hidden text tricks an AI assistant into ignoring its instructions, which can put your brand in front of buyers in ways you never approved.
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Ralph LoopThe brute-force trick where devs run an AI agent in a loop until it finishes the job, and why it is a coding-side story not a funnel oneRemote vs. Local MCPThe difference between an MCP server running on your machine versus one hosted in the cloud that ChatGPT can reachRetrieval-Augmented Generation (RAG)How an AI app answers from your real content — docs, pricing, FAQs — instead of guessing, so it quotes your offer accurately.
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Sales CycleThe time it takes a lead to move from first interest to closed deal, and why AI-search demand can shorten it.Sales FunnelThe stages a buyer moves through from interest to closed deal, and where each one can stall.Sales-Qualified Lead (SQL)A lead your sales team has vetted and accepted as worth a real selling conversation.Sales-Qualified Opportunity (SQO)An SQO is a deal your sales team has vetted and accepted as real pipeline worth working.Self-Serve vs. Sales-LedThe choice between a buyer closing themselves and a rep closing them — and how an AI app can do both.Serverless MCPA way to run the app ChatGPT talks to without owning a server, so it scales to demand and you only pay when buyers show upSession ManagementHow an AI app keeps track of who a buyer is across a single conversation so the chat stays coherent and a lead can actually be bookedShare of ModelHow often AI assistants mention or recommend your brand versus competitors — the AI-era answer to share of voice.Source AttributionWhen an AI assistant cites your brand as a source in its answer, but a citation alone never books a meetingStreamingThe reason ChatGPT types out its answer word by word instead of dumping the whole thing at onceStructured Data / Schema MarkupTagging your pages so AI assistants can read your facts cleanly and recommend you in their answers.Synthetic DataSynthetic data is fake-but-realistic data that machines generate to train AI when real data is scarceSystem PromptThe hidden instructions that tell ChatGPT how to behave before it ever reads your buyer's question.
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TemperatureThe dial that decides how predictable or creative an AI assistant gets when it answers your buyers.Tenant IsolationKeeping every brand's data and leads walled off from every other brand sharing the same appThe Intent LadderThe gradient of buyer intent — from "how does this work" to "book it" — that decides whether ChatGPT or Claude bothers to call an app at all.Time to First TokenHow fast an AI assistant starts replying after a buyer hits enter, and why that speed shapes their experienceTOFU / MOFU / BOFUTop, middle, and bottom of funnel — the awareness-to-decision stages, and why AI search collapses them into one conversation.TokenTokens are the small chunks of text an AI model reads and writes, and they set the limits and costs behind every ChatGPT answer about your brand.Token ExchangeToken exchange is the behind-the-scenes handshake that lets an assistant act on a user's behalf without ever seeing their passwordTool SchemaThe structured description that tells an AI assistant what your tool does and exactly how to call itTool Use (Function Calling)When an AI model calls an external tool or app to do something it can't do alone — the mechanism that fires your app.Topical AuthorityHow deeply and credibly you cover a subject, which decides whether AI assistants treat you as the go-to brand on it.Tracker vs. Conversion Layer (Thermometer vs. Furnace)Why an AI-visibility tracker tells you the temperature but never changes it — and what actually converts the demand.Training-Data Opt-OutThe setting or contract that keeps your brand data out of an AI model's training set so you can show up in AI answers without handing over your playbook
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WikidataThe open knowledge base that helps ChatGPT and Claude know who your brand is and whether to trust you in an answer.Win RateThe share of qualified opportunities that close as paying customers and the truest test of whether your AI-search pipeline is real demand or just trafficWinning the ShortlistWinning the shortlist is being the brand the assistant names when your buyer asks who to use, then converting that pick into a booked meeting.Word of Mouth at ScaleWhat happens when an AI assistant recommends your brand to every buyer who asks, the way a trusted friend would