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Field NotesOct 29, 2026Everyone's Betting on Signals. Plan the Response First.Almost half of sales and marketing teams, 48%, plan to spend more on signal-based outbound in 2027, more than on anything except AI search. A signal is something a buyer just did, like coming back to your pricing page, and signal-based outbound is reaching out because of one. That's from the 2026 State of B2B GTM report, a survey of 300 B2B software and AI companies. As a core channel, signal-based outbound hasn't moved in a year. Teams act on signals they own, like content engagement and website visits, far more often than on data they buy, so the data isn't what's missing. What's missing is the response: what you'll send when a signal fires, and how fast. Write that down for each signal before you fund the bet.
Brad Webb
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Sistrix: your AI prompt list flatters you. Widen it, run it weekly
#021PostIn Anthropic's study, experts took their agent's side 86% of the time#020PostA vendor's agent wiped SaaStr's Salesforce. A snapshot saved it#019PostAI Overviews now top software alternatives searches. Read yoursleadovaro's /bin/
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159piecesNoise-to-MotionPostSistrix: your AI prompt list flatters you. Widen it, run it weeklyNoise-to-MotionPostIn Anthropic's study, experts took their agent's side 86% of the timeNoise-to-MotionPostA vendor's agent wiped SaaStr's Salesforce. A snapshot saved itNoise-to-MotionPostAI Overviews now top software alternatives searches. Read yoursNoise-to-MotionPostSaaStr's agents now pick its vendors. Ask one what it would buyNoise-to-MotionPostGoogle Ads says budget changes never trigger Learning. Stop waitingNoise-to-MotionPostSaaStr's inbound agent checks its own records first. Copy the orderleadovaro's /bin/209 wordsAnthropic says one agent loop often beats a stack of subagents. Don't give every team its own agent.leadovaro's /bin/189 wordsGoogle's Connected Apps let your MCP server answer inside Search and Gemini. Log who calls it yourself.Field NotesBrad WebbEveryone's Betting on Signals. Plan the Response First.leadovaro's /bin/176 wordsMicrosoft Foundry restarts an interrupted hosted agent from its original input. Make every write safe to run twice.Noise-to-MotionPostGoogle is dropping words from tracked queries. Recheck the long tailNoise-to-MotionPostCohere caught Qwen acting against its own reasoning. Read the logleadovaro's /bin/189 wordsThe RealReal's 20-minute cart hold assumed a human. Check every limit you set by the clock.leadovaro's /bin/167 wordsForrester sees buyers' agents in 75% of B2B purchases in 2027. Watch for the person who comes back to check.Field NotesChris HartIf Your Team Can't Change the Agent, You Don't Control Itleadovaro's /bin/176 wordsCursor's Agent SDK turns an agent into a folder you can diff. Test what it does, not what it says.Noise-to-MotionPostGoogle says noindex pages users share by link. Set your defaultNoise-to-MotionPostChatGPT Ads will rewrite your ads from Oct 30. Opt your tests outleadovaro's /bin/172 wordsOpenAI's Decisions API answers only from choices you write. Put one in front of every agent action.leadovaro's /bin/187 wordsWells Fargo's new terms make an AI agent's transactions the customer's. Build agents people can supervise.Field NotesLeadovaroAn Agent Read Your Pricing Page. Now What?leadovaro's /bin/196 wordsOpenAI's GPT-6.1 Terra halves Sol's token price. Compare models on what a finished task costs.leadovaro's /bin/178 wordsKognitos makes an agent's lessons wait for a sign-off. Copy that before your agent touches customers.leadovaro's /bin/195 wordsAI assistants knew Keap by name but rarely recommended it. Being known isn't being on the list.Field NotesLeadovaroActing Got Easy. Deciding Didn't.leadovaro's /bin/180 wordsAnthropic's user profiles keep one customer's ban off your whole organization. Send the ID on every call.leadovaro's /bin/200 wordsSimular lifted a 27B model past GPT-5.5 by changing its tools, not its weights. Fix the interface first.leadovaro's /bin/205 wordsBain says most software buyers use AI to find vendors. Treat a first visit as a shortlist, not a stranger.leadovaro's /bin/197 wordsAnthropic's new SDKs send your API key in a new header. Check your log scrubber before you upgrade.leadovaro's /bin/156 wordsWalmart kept returns for orders an agent gets wrong. Write the undo before you let an agent act.leadovaro's /bin/203 wordsAnthropic says Mythos 5's own notes read like a yes. Keep approval where an agent can't write.leadovaro's /bin/188 wordsAgent Skills and Open Responses now have a neutral home. Write your agent's know-how once.Noise-to-MotionPostClaude Duet can buy for a small business. Is your pricing page ready?leadovaro's /bin/189 wordsMeta's Muse reaches web forms from cloud servers. That form fill can still be a real buyer.leadovaro's /bin/179 wordsOpenAI shuts off o1, o3-mini and gpt-4-0613 in its API today. Check the jobs nobody watches.Field NotesLeadovaroThe Sequencer Comes Fourthleadovaro's /bin/211 wordsLiteLLM's attacker pulled GitHub tokens from its own gateway logs. Treat stored responses as secrets.Noise-to-MotionPostPHP sites are going offline to patch. Google says serve a 503leadovaro's /bin/170 wordsKevin Indig went looking for AI buyers in Direct traffic and found bots. Count engaged visits instead.Noise-to-MotionPostRank trackers are showing false drops. Check before you rewriteleadovaro's /bin/203 wordsChatGPT sent 0.62% of Google's organic sessions but converted at 13.8%. Track one key event first.Field NotesBrad WebbThe Stack You Hand Overleadovaro's /bin/196 wordsFigma added 20 MCP partners without exposing everything. Scope your own server the same way.leadovaro's /bin/161 wordsFastMCP 4.1.2 fixes an auth gap you have to switch on. Upgrading alone won't close it.leadovaro's /bin/167 wordsNotion's router matched frontier models at about 90% lower cost. Most agent steps don't need the big model.Field NotesChris HartAI Agents Are Multiplying. Give Your First One a Job That Drives Revenue.leadovaro's /bin/195 wordsOpenAI's coding agents turned off their own safety alerts. Put the watcher where an agent can't edit it.leadovaro's /bin/180 wordsChatGPT ads need 25,000 matched users to target a list. A small B2B list can still exclude.Noise-to-MotionPostMeta's new terms let it crawl your site from Nov 20. Decide firstleadovaro's /bin/194 wordsDeepSeek sells agents web search at $0.75 per 1,000 calls. Your page arrives as Markdown.Field NotesLeadovaroWhere Outreach Should Startleadovaro's /bin/210 wordsSchwab blocks agents that log in with a client's password. Build for the door it opens instead.Noise-to-MotionPostStack Overflow's ChatGPT plugin tripled signups overnightNoise-to-MotionPostChatGPT and Claude still can't read JavaScript pages. Check yoursNoise-to-MotionPostCloudflare will score crawlers on whether they obey your robots.txtleadovaro's /bin/196 wordsPerplexity's agent sandbox held in 108 escape runs. Its allowlist didn't, at first.leadovaro's /bin/174 wordsSalesforce's Hunter asks a rep before a judgment call. Copy the rule, then feed it your own site.Field NotesBrad WebbBuilt, Not Generatedleadovaro's /bin/193 wordsIndia says AI agents got in through keys left in public code. Find yours before an agent does.Noise-to-MotionPostSaaStr's agent ran a $100k deal around the close. People closed itleadovaro's /bin/184 wordsGemini 4 Argon costs $2 per million input tokens until November 30. Budget your agents at December's $4.leadovaro's /bin/193 wordsPostgres 19 slipped because review got better after the code was written. Re-review your old work now.leadovaro's /bin/202 wordsAnthropic's agents log six hours for every employee hour. The bottleneck is whoever reads their output.Noise-to-MotionPostGoogle Ads lead forms now tag qualified leads. Pick the answersleadovaro's /bin/195 wordsGoogle gave its agents their own names and an audit trail. A small team can copy the questions today.leadovaro's /bin/177 wordsChatGPT can build your ROI calculator inside the answer now. Publish the numbers it can't make up.leadovaro's /bin/184 wordsAmex wrote the customer's approval into the card an agent shops with. Copy the order, not the plumbing.leadovaro's /bin/177 wordsChatGPT's missing referral tag was a bug. The week it was gone is still the lesson.leadovaro's /bin/192 wordsGoogle is testing a box for the one or two official pages. Make sure one of them is yours.Noise-to-MotionPostChatGPT dropped its link tags for a week. AI visits read as directleadovaro's /bin/189 wordsMeta's open model runs an agent on two Mac Studios. The bounds don't ship with the weights.Field NotesBrad WebbA System of Actionleadovaro's /bin/174 wordsAgents read the parts of a page people can't see. One fleet wrote back.Noise-to-MotionPostGoogle Ads ends all-or-nothing channels. Cap Display before Februaryleadovaro's /bin/147 wordsAttio made its CRM a database for agents. Now write the rule for when they act.leadovaro's /bin/170 wordsSierra's agent protocol lets a visit start as a guest. Write the guest tier first.Field NotesBrad WebbThe Work That Runs Without YouField NotesChris HartYour Buyer's AI Does the Research. Be Ready When a Person Comes to Verify It.Field NotesLeadovaroOn by Default Is Not Approved by DefaultField NotesLeadovaroWhat's Working in B2B GTM, Live on WednesdayField NotesLeadovaroHow a Brief Is BuiltField NotesBrad WebbThe Work You Stop DoingField NotesChris HartLet Your Agent Set Up Your Tools. Keep the Go-Live Decision.Field NotesBrad WebbLet me be Brief...NewsCompanyBriefs, by Leadovaro, opens as a Public PreviewField NotesLeadovaroThe Context Layer Is Not the DecisionField NotesLeadovaroYour Rules, ReadableField NotesBrad WebbThe Job Nobody Wrote DownField NotesChris HartBuild the Brain. Buy the Infrastructure.Field NotesLeadovaroOnboarding, Run by an AgentField NotesBrad WebbLeadovaro's First Big LeapField NotesLeadovaroThe First Hour, Four ClassesField NotesBrad WebbThe Class Everyone RentsField NotesChris HartPlan 2027 With the Growth Team You Already HaveField NotesLeadovaroApprove Mode Is Not a Speed BumpField NotesLeadovaroYour Vendors Ship MCP Servers NowField NotesLeadovaroOne Account, Four Classes, Six ToolsField NotesLeadovaroQ4 Is Built in SeptemberField NotesBrad WebbThe Class You FiledField NotesChris HartDreamforce and UNBOUND Are Putting Agents Inside Their Platforms. Your Pipeline Runs Across Six Tools.Field NotesLeadovaroThe Agent Your Agents CallField NotesLeadovaroShow Me a Blocked ActionField NotesBrad WebbThe Class You RentField NotesChris HartAI Drove More Than a Quarter of Workday's New Sales. Its CEO Credited the Guardrails.Field NotesLeadovaroTools Converge. Action Doesn't.Field NotesBrad WebbFollow-Up Has No OwnerField NotesLeadovaroAsk About TuesdayField NotesBrad WebbThe Class You OwnField NotesChris HartBig Companies Scaled Agents This Year. Everyone Else Stood Still.Field NotesLeadovaroIntelligence Became an IngredientField NotesLeadovaroThirteen Agents, One OwnerField NotesLeadovaroHybrid Isn't a CompromiseField NotesLeadovaroThe Meter Is a Permission StructureField NotesBrad WebbThe Moment, MeasuredField NotesChris HartAI Pricing Broke This Year. Check What Your Vendors Started Counting.Field NotesLeadovaroBounded Autonomy Is the SpecField NotesLeadovaroThree Surfaces, One ArchitectureField NotesLeadovaroDeliverability Is a CommonsField NotesBrad WebbAnatomy of a MomentField NotesChris HartRamp Spent Four Years Rebuilding Outbound. You Shouldn't Have To.Field NotesLeadovaroThe Reply Rate Isn't the MetricField NotesLeadovaroThe Four HandoffsField NotesBrad WebbThe {FirstName} FallacyField NotesChris HartThe EU AI Trust Deadline Moved. The Buyer Didn't.Field NotesLeadovaroHow Leadovaro Answers the Three QuestionsField NotesLeadovaroThe MQL Is Dead. The Signal Isn't.Field NotesBrad WebbProof of ClaimsField NotesChris HartThe AI Buyer Grew Up. Good.Field NotesLeadovaroLeadovaro in Your StackField NotesLeadovaroWhere the Other 83% GoesField NotesBrad WebbWhen the Buyer Is an AgentField NotesChris HartYou Already Paid for This Pipeline, Why Aren't You Converting?Field NotesBrad WebbOne Operator, a Portfolio of PlaysField NotesLeadovaroWhat the Audit Log SawField NotesLeadovaroAnatomy of a PlayField NotesBrad WebbThe Signal You Can't BuyField NotesChris HartSeeing Is Consolidating. Acting Is Still Open.Field NotesLeadovaroThe Land Motion FlippedField NotesBrad WebbBuy vs Build Has Become Can vs ShouldField NotesLeadovaroThe Edge Is the Minute AfterField NotesBrad WebbWe Are Customer ZeroField NotesLeadovaroTransport, Attention, Reactive: What We Think AI Is Actually ForField NotesLeadovaroWhat Leadovaro Actually DoesField NotesBrad WebbAnnouncing LeadovaroNewsCompanyIntroducing Leadovaro: the GTM agent that runs your signals, not just watches themField NotesChris HartWhy We NarrowedField NotesBrad WebbWe Tried to Buy Our Way Out of the Signal GapField NotesChris HartThe Model Was Never the ProblemField NotesBrad WebbFive AI Habits for GTM OperatorsField NotesChris HartEveryone Has Signals. Almost No One Runs Them.Field NotesLeadovaroVersion-Controlling Your Go-To-MarketField NotesBrad WebbA Field Guide to Go-To-Market, for People Who Read CodeField NotesTitus CapilneanWe Built an AI Booking Bot. Most of the Code Is Guardrails.Field NotesLeadovaroBest Agentic Frameworks in 2026Field NotesDaniel KelleherFrom Claws to Fingers: Evolving MCP for the Agent RevolutionField NotesBrad WebbAn OpenClaw agent and its creator share their experienceField NotesLeadovaroAgentOps: The safety net for autonomous AIField NotesDaniel KelleherMCP for all: solving the auth problem