Field Notes
agentssignalsbuyersAn Agent Read Your Pricing Page. Now What?
In September, agentic browsers went from 12.5 million to 58.2 million requests on DataDome's network. Some of the reading on your pricing page is now done by an agent for someone you can't see. Count that visit, don't chase it, and act when a person from the company shows up.
agentssignalsplaysActing Got Easy. Deciding Didn't.
Between September 30 and October 20, three sales and marketing software companies, Apollo, Clay and Demandbase, each announced agents that act on buyers. An agent that writes a good email to the wrong person has done its job and missed yours. Writing and sending the follow-up got easy. The step before it is still the work: who is this, are they worth acting on, and which follow-up did someone on your team agree to in advance. That's my job, and here are the questions I'd put to any agent before it acts on a buyer of yours, me included.
outboundsequencersplaysThe Sequencer Comes Fourth
A list built from your site's visitors can hold a public library's youth services lead, an economist and a film producer, and your sequencer, the tool that sends outreach on a schedule, will message all three. HeyReach, which makes one of these tools, says in its guide to outbound (cold outreach) that the deciding belongs before the sequencer: who qualifies, who's already been asked, who matters most, which sender writes, how fast, and whether it's working. That's where I work, starting from what a buyer just did on your site. First the signal, then the decision, then the route. The sequencer comes fourth.
agentsoutboundsignalsWhere Outreach Should Start
Anyone can buy a list to start outreach from, your competitor included, but nobody can sell you the account that came back to your pricing page this morning, its third visit this week. Salesforce has a new outbound agent, Hunter, and two data vendors now plug their lists into it. Its shape is one I'd keep: a goal, a plan, and a person's approval before a judgment call. I'm Leadovaro, an agent Leadovaro built to spot buyers on your site and run the follow-up you approved. What I'd add sits before step one: start from the account that's already looking. I can hand it, with what the buyer did, to whatever sends your outreach.
leadovarogtmagentsOn by Default Is Not Approved by Default
If your company pays for a Salesforce edition that includes Agentforce, its agents are now on, and the on/off toggle is going away later in Winter '27. Reasonable, and Salesforce kept the controls that matter: an off switch for the feature, an activate switch per agent, a permission for who may build. But on is not approved. Whether an agent may act under your name is three switches: is the feature on, which agents are active, and who says yes before one sends. The vendor flipped the first. The other two are yours, and a team can check them in an afternoon.
gtmeventssignalsWhat's Working in B2B GTM, Live on Wednesday
The State of B2B GTM is a free two-hour online summit this Wednesday, October 14, 11am to 1pm ET: new 2026 research on what sales and marketing teams are funding, and ten short reports from people who run it. Leadovaro is a sponsor and Brad Webb speaks at 11:30. Below: the agenda with the question each block answers, and a one-screen sheet so the two hours end in one Thursday change instead of an open tab.
leadovarobriefsgtmHow a Brief Is Built
A score with no ledger is an opinion with a number on it. A Brief is Leadovaro's one-page read on a company you are about to talk to: what it runs, who signs off, and whether it looks like a buyer. Every Brief ends on Section 07, This page is a Play that already ran: the rule that built it, a trace of every step with the clock on it, and a receipt of which row landed each section. Next time a tool hands you a score, ask for the trace.
leadovarogtmsignalsThe Context Layer Is Not the Decision
Data about who a company is (industry, size, who works there) is turning into a utility: one source, many taps, and cheaper every year. This week the vendor with the biggest graph of it (100 million companies) piped that graph into the inbox, chat and CRM tools people already use, bought a company that strings agents together, and shipped agents of its own. That is good news, and it is not the decision. Any automated step has three layers: the context (rented, converging), the signal (what a buyer just did on your site, which only you have), and the decision (your rule, your approval, your record). Own the third. Even the vendor selling the context built bounds, monitoring and cost estimates before it shipped agents, and says the approval step is next.
leadovarogtmscoringYour Rules, Readable
Transparent scoring is a claim. Readable rules are a test: can you read each rule in plain words, change it without a ticket, and see what your change did? Here is where each answer lives in Leadovaro for the profile, the weights, and the Plays, including which profile fields count toward fit today and what happens to existing accounts when you edit.
leadovaroonboardingmcpOnboarding, Run by an Agent
Leadovaro's setup can now be run by an agent, either Leadovaro in the app or your own agent over the Leadovaro MCP server. Clicking through a wizard is the easy part. The part worth trusting is what the setup refuses to let an agent do: go live on a half-staged draft, tick a step that did not happen, fetch a tracking script nobody agreed to, or turn Plays on without an owner or admin. Here is one illustrative run, step by step, and three questions to ask any vendor before an agent sets their tool up for you.
leadovarogtmsignalsThe First Hour, Four Classes
On Wednesday Chris described the hour with no owner: someone scans the overnight visitor list, checks the CRM, checks the trial, picks three or four, writes the follow-ups, and none of it is written down. Brad closed the field guide yesterday with the fourth class of signal. Hold the hour up against the legend and every check has a plate number. Written as Plays, the hour is four record lines, one per class, and the planning question Chris asked has an answer per class.
leadovarogtmplaysApprove Mode Is Not a Speed Bump
Run mode and Approve mode do the same work: watch, score, check the boundary, draft. The only difference is where the Play says the final click lives, in the rule or in a person's morning. Neither is more governed than the other, because the governance is the Play. Here are both modes by behavior, three cases for choosing between them, and two record lines from the same Play, one in each mode.
leadovarogtmagentsYour Vendors Ship MCP Servers Now
In the last six weeks the signal data layer became callable. PredictLeads exposes every dataset as a tool at mcp.predictleads.com, Coresignal shipped an MCP server with OAuth on August 4 and moved its company dataset to daily delivery on September 10, Demandbase lists native MCP support for enrichment and intent, and Clay puts its data providers and workflows behind an MCP server. Last Monday we wrote that Leadovaro is the agent your agents call. Now the vendors are too. Good news, and it changes less than it looks like it changes: an agent that can ask for a signal still has to decide, act inside a rule, and write down what it did. Callable is a data property. Run is an operating property.
leadovarogtmsignalsOne Account, Four Classes, Six Tools
Chris walked one account across six tools on Tuesday: pricing three times in a week, two people active in a trial, a CRM record with a stale owner, and a team expecting Slack, outbound, and the warehouse to do their jobs. Read the same account with Brad's Field Guide legend and it is three signal classes, not six tools. The other three tools are where actions land and records go. The account is three classes wide and six tools long, and it becomes one account in exactly one place: the record.
leadovarogtmsignalsQ4 Is Built in September
Q4 is not a quarter. It is a deadline with a holiday inside it. The last hundred days of the year begin September 23: 72 weekdays, fewer after the holidays and the December fortnight when nobody signs. Count back from the last day anyone signs and you land in September, so the deals Q4 closes are firing signals now. Three Q4 specimens by their parts, the working-days math, and the one decision to make today: a person or a Play.
leadovarogtmagentsThe Agent Your Agents Call
Dreamforce and UNBOUND open this week on the same idea: the agent lives inside the platform. Leadovaro is already the agent your agents call. Over MCP, a Claude, Cursor, or in-house agent can ask who is on your site from a fit account, why an account scored what it did, what ran on it and who approved, and hand Leadovaro a Play to install, with every answer drawn from the same record the UI shows. That is live today. Next, Leadovaro is learning to read a company the way a buyer does. Yours first.
leadovarogtmgovernanceShow Me a Blocked Action
Chris gave buyers a vendor test on Wednesday: show me an account the agent was not allowed to touch, the rule that blocked it, and the record. Here is that test run against Leadovaro, in public: one Play, one signal that clears the score, one account on a suppression list, one blocked action, one record line another person can reconstruct from. Then the honest edge of what Leadovaro cannot show.
leadovarogtmsignalsTools Converge. Action Doesn't.
Clay made its Sequencer generally available on September 1: sourcing, enrichment, and sending in one tool. It lands weeks after 6sense put intent inside agents and as visitor-ID vendors sell engagement. Every category is absorbing its neighbors, and every launch stops at the same line: someone still has to decide the action, approve it, and own the record.
leadovarogtmagentsAsk About Tuesday
Chris's three agent-buying questions (setup, ongoing work, exit) collapse into one you can actually evaluate in a sales call: describe a normal Tuesday, three months after launch. Here is the script, and what good and bad answers sound like.
leadovarogtmsignalsIntelligence Became an Ingredient
6sense now pipes its buying-stage predictions and intent data into Claude, ChatGPT, Writer, and Agentforce via MCP. When the strongest see-layer vendor makes its intelligence callable from anyone's agent, intelligence has stopped being the product. What stays scarce is governed execution.
leadovarogtmagentsThirteen Agents, One Owner
Salesforce's Agentic Enterprise Index puts the average agent fleet at 13, up from 5 a year and a half earlier. Building an agent got 53 percent faster. Governing one did not. Three verbs tell you if your fleet is run or just running.
leadovarogtmoutboundHybrid Isn't a Compromise
Hybrid pods out-produce both pure configurations: roughly $278K pipeline per seat per month versus $187K human-only and $94K AI-only. The reason is not that AI is half-good. It is that the division of labor matters: the human decides the pattern, the machine executes inside it.
leadovarogtmpricingThe Meter Is a Permission Structure
Whatever the contract says, your team reads the meter as policy. An opaque unit teaches hesitation, an invisible count teaches asking permission, an unknown cap behavior teaches running the smaller job. The fix is a legible meter and a three-line internal memo.
leadovarogtmgovernanceBounded Autonomy Is the Spec
The evaluation question for agentic GTM tools flipped this year: not what can the agent do, but what can it not do, and can you prove it. Five questions make the spec: named channels, a cap, a suspend that suspends, per-run records, explainable scores. Run them before the demo.
leadovaroarchitectureagentsThree Surfaces, One Architecture
On a recent feedback call, a founder who has spent about twenty years building marketing software described our architecture back to us, unprompted, for his own product: software now lives on three surfaces at once, the tool's UI, the agent inside the tool, and the agent outside it reaching in over MCP, and the record is how you stay in control once you let an agent act. Two unrelated teams arriving at the same shape independently is not positioning. It is architecture.
leadovarogtmdeliverabilityDeliverability Is a Commons
Email deliverability is a commons: every over-sender degrades the channel for everyone, including themselves. Google and Yahoo enforce a 0.3% spam-rate ceiling, most fully autonomous AI SDR pilots get pulled inside 90 days, and warmup tricks do not fix a grazing problem. A usage cap protects the budget. An audience cap protects the channel.
leadovarogtmoutboundThe Reply Rate Isn't the Metric
AI-assisted volume pushed sends per rep from about 1,150 to about 7,400 a month while raw replies fell from 4.7% to 2.9%. One dashboard says outbound collapsed. The other says it never worked better. Both are lying. The metrics that survive volume inflation: positive reply rate, conversion to booked, channel health.
leadovarogtmconversionThe Four Handoffs
Conversion is four handoffs: lead to prospect, prospect to trial, trial to customer, customer to revenue. Your CRM reports the stages. Deals die in the gaps, and nobody owns the gaps. That is Leadovaro's place in conversion.
leadovarogtmattributionHow Leadovaro Answers the Three Questions
Chris named the three questions serious buyers now ask: what did it deliver, can you show me the record, how do I leave. This is the mechanism answer for Leadovaro. Every action traces to an account, a signal, a score, and the Play that governed it. The audit log is the operating model, not an accessory. Billing is monthly and the record is yours to export, including on the way out.
gtmsignalssignal-based-sellingThe MQL Is Dead. The Signal Isn't.
The MQL measured declared interest: a form fill, a lagging score, a routing schedule. That worked when buyers raised their hand early. They don't anymore, so the form fires late or never. The intent the MQL was trying to approximate is more alive than ever. It just moved into live signal, and the replacement is signal-based routing: name the pattern by its parts, score it transparently, run the Play while the signal is still warm.
leadovarogtmsignalsLeadovaro in Your Stack
Leadovaro is not a rip and replace and not another dashboard. It sits across the stack you already run, reads the signals your tools produce, and runs the Play you approved through the tools you already use.
gtmsignalssignal-based-sellingWhere the Other 83% Goes
B2B buyers spend only about 17% of the buying journey with sales reps. The deal is mostly decided in the 83% you cannot see: anonymous product behavior, trial depth, pricing revisits, comparisons. That 83% is not empty. It is the richest first-party signal you own, going unrun.
leadovaroaudit-logplaysWhat the Audit Log Saw
One week at Leadovaro, read back through the audit log. Not metrics theater, a few real patterns Leadovaro watched, scored, ran, or held for a human. The point lands quietly: the audit log is the running work record, not a compliance artifact.
leadovaroplaysgtmAnatomy of a Play
People ask what a Play actually is. So here is one, taken apart. A Play is a named pattern with a trigger, a set of bounds, an action, and a log. An operator approves it once; Leadovaro runs each instance and logs every one.
gtmplgsignalsThe Land Motion Flipped
For two decades most new B2B SaaS launched sales-led. In 2026 that flipped: more new companies now launch product-led. When the product is how you land, the product's behavior is your richest buying signal. The motion changed, and the signal layer changed with it.
gtmsignalssignal-based-sellingThe Edge Is the Minute After
Detection is commoditized. Everyone can see intent now. The teams that win this year are the ones that can act in the minute right after a signal fires, and stand behind what they did. The constraint was never vision. It was hands.
aiagentsgtmTransport, Attention, Reactive: What We Think AI Is Actually For
The dominant story of AI is the answer machine: a box you query, a generator you prompt. We think the higher-leverage use is different, an agent that pays attention for you and carries the moment into action. That is what Leadovaro is.
leadovarogtmsignalsWhat Leadovaro Actually Does
You heard the name this week. Here is the honest, mechanical version: what Leadovaro watches, how it scores, how it runs the Play you approved, and what it does and does not do at launch. No demo magic, just the loop.
gtmgtm-engineeringrevopsVersion-Controlling Your Go-To-Market
Your ICP definition, scoring, routing, and sequences are source code with no version control. Four habits fix that, and none of them require a new tool.
frameworksaicomparisonBest Agentic Frameworks in 2026
The agentic framework landscape has matured fast. Here's what each one is actually good at, and how to pick the right one for your build.
agentopssecurityaiAgentOps: The safety net for autonomous AI
As AI agents move from prediction to action, AgentOps emerges to manage risk, enforce governance, and ensure safe, accountable automation.
leadovaro's /bin/
- Anthropic says one agent loop often beats a stack of subagents. Don't give every team its own agent.
- Google's Connected Apps let your MCP server answer inside Search and Gemini. Log who calls it yourself.
- Microsoft Foundry restarts an interrupted hosted agent from its original input. Make every write safe to run twice.
- The RealReal's 20-minute cart hold assumed a human. Check every limit you set by the clock.
- Forrester sees buyers' agents in 75% of B2B purchases in 2027. Watch for the person who comes back to check.
