Data for GTM

AI SDR evaluation checklist for RevOps: lock the human baseline, split one lead list, blind-rate outputs, and set pass thresholds across 6 stages.

The median B2B SaaS company loses $1.6M in revenue annually to GTM inefficiencies — not product failures, not churn, not pricing. GTM leaks. Artemis GTM’s 127-company audit found that 23% of potential pipeline evaporates before it can be closed, and more than half of that loss traces to data quality problems upstream of any sales […]

Intent data for AI agents is buying signal data delivered through APIs and webhooks so an agent can act the moment a signal fires, instead of waiting for a human to read a dashboard. Intent data for AI agents became its own buying category because signal value decays fast: the Lead Response Management study of […]

Four of the 7 GTM revenue leaks identified in the Artemis GTM 127-audit benchmark have the same root cause: the data a rep uses to take action is wrong, incomplete, or stale before any action is taken. Slow lead response, weak ICP targeting, leaky SDR-to-AE handoff, and thin nurture are not execution problems — they […]

Get past AI call screeners in B2B outbound: verified direct dials lift connect rates from 8-12% to 18-22%, plus the message format screeners forward.

LinkedIn connection acceptance rates average 28.5% in 2026, but cold lists land at 10-20%. Get segment benchmarks and the list fix that moves them.

Build a cold outbound stack for a small B2B team for $90-180 a month: 4 tool categories, a free data and enrichment layer, and a verified cost table.

A Company OS is a git repository of markdown context, skills, and guardrails that AI agents read at the start of every working session. The Company OS pattern spread through GTM faster than any other function: between April and August 2026, more than 10 practitioners publicly documented moving their entire operating context, SOPs, ICP definitions, […]

AI-native services companies sell the finished work, not the software that produces it. The AI-native services category hardened in 2026: Y Combinator added AI-native service companies to its Summer 2026 Requests for Startups, Sequoia published its Services: The New Software thesis, and Forbes profiled agencies selling outcomes into labor budgets an order of magnitude larger […]

A GTM brain is the governed context and memory layer that a revenue team shares with its AI agents: one source of truth for what you sell, who you serve, what proof backs each claim, and what has already happened with every account. The term GTM brain is new, and the race to define it […]

Marketing to agents is the practice of making your company legible, verifiable, and selectable by the AI agents that now participate in B2B buying decisions. The phrase inverts what most of the market means by it: this is not about agents doing your marketing, it is about agents being your audience. Gartner projects that 90% […]

Uncaptured intent is the buying interest that existed at your target accounts but never registered in any system you own. A director compares your pricing page against two competitors, a founder asks an AI assistant to shortlist vendors, an ops lead reads your docs for twenty minutes, and none of it produces a record, because […]

Build a B2B outbound follow-up sequence of 4 to 6 touches where step 3 books 35.6% of meetings. Give every send a dated trigger for 1 credit.

Calculate GTM stack cost per account in 4 steps. The same $9,452 month reads as $0.95, $1.21 or $7.88 per account. Formulas plus a worked example.

Audit AI outbound reply quality with a 5-class reply taxonomy, a 1.5% to 3% positive reply benchmark, and a 0.30% Gmail spam-rate hard stop for RevOps.

Measuring AI Share of Voice (AI SOV) is not complicated, but it requires a structured approach. Unlike keyword rank tracking — where you plug a keyword into a tool and get a rank — AI SOV measurement requires you to design a prompt library, run it across multiple platforms, count mentions, and compute share. The […]

ChatGPT, Perplexity, Gemini, and Copilot now generate over 40% of product-discovery interactions for B2B buyers, according to Gartner’s 2025 Digital Buying Behavior survey. Enterprise decision-makers ask Copilot to recommend data vendors. Growth teams ask Perplexity which enrichment APIs integrate with their CRM. These interactions happen outside your website, outside your paid media, and outside your […]

SEO rank is losing its grip on B2B buyer discovery. Gartner projects roughly 25% of organic search traffic is shifting to AI chatbots, and AI-driven referral traffic to US retail sites surged 4,700% year over year. Enterprise buyers ask ChatGPT to compare vendors. Growth teams query Perplexity to build shortlists. Copilot answers vendor questions inside […]