Strategy
Should You Stop Scoring Leads and Score Moments?
Lead scoring treats people as static records. Buying is dynamic. Here is why we replaced lead scoring with moment scoring, and what changed in pipeline.
Strategy
Is MQL-First Marketing Dead in 2026?
MQLs optimize for form fills, not pipeline. Here's why MQL-first marketing is dying in 2026 and what B2B teams are measuring instead.
Strategy
What Happened to Clearbit After HubSpot?
Clearbit became HubSpot Breeze Intelligence. We migrated off it. Here is what broke in the transition, what replaced it, and where Breeze still fits.
Strategy
Does Google's Helpful Content Affect B2B RevOps?
Google's helpful-content turn rewrote the content rules. Here is what it means for B2B marketing, RevOps, and the death of SEO-bait content.
Strategy
What Are Cold Email Reply Rates Doing in 2020-2026?
Cold email reply rates have collapsed from ~8% in 2020 to well under 1% in 2026. Here's what the trendline means for B2B outbound.
Strategy
How Fast Does a B2B Contact List Decay?
B2B contact lists decay faster than most teams admit. Here are the real numbers, why the decay is accelerating, and what to do about it.
Strategy
Will First-Party Intent Replace Third-Party Vendors?
Third-party intent vendors sell licensed co-op signals. First-party intent reads behavior you own. Here's why the shift is accelerating in 2026.
Strategy
What Intent Data Do LLM Sales Agents Need?
Not all intent data is usable by an LLM. Here's the shape, refresh rate, and person-level granularity agents actually need to write a good email.
Strategy
How Many Visits Before a B2B Buyer Converts?
B2B buyers research before they identify themselves. Here is how to read the return-visit curve, what most attribution misses, and how to act on it.
Strategy
What Is Non-Commodity B2B Data?
If your competitor can rent the same list, the data is commodity. Here is what non-commodity B2B data actually looks like in 2026.
Strategy
Where Do AI Sales Agents Get Intent Data?
A full tour of the sources AI sales agents pull intent data from, which are machine-ready, which are not, and how to tell them apart.
Strategy
Proprietary vs Licensed Intent: What's the Difference?
Most intent data vendors license signals from the same co-ops. Here's why proprietary, first-party intent beats licensed feeds for B2B pipeline.
Strategy
Will Real-Time Signals Replace Dashboards by 2027?
Dashboards optimize for review meetings. Signals optimize for action. The revops stack is shifting from one to the other, and fast.
Strategy
Why Is Cold Outbound Broken in 2026?
Cold outbound did not stop working because you got lazy. The structural floor shifted. Here is what broke and what replaces it.
Strategy
What Data Does an AI SDR Need to Work?
The model is not the bottleneck. The data is. Here's the minimum data stack every AI SDR needs before it sends a single email.
Strategy
Is Firmographic Targeting Still Useful in 2026?
Firmographics still matter, but they are the floor, not the ceiling. Here is what still works, what is dead, and what to do instead.
Strategy
Build Pipeline Without Hiring More SDRs
An SDR costs $70-90K/year loaded. Visitor identification + AI outreach costs $167/month. Same pipeline, fraction of the cost.
Strategy
Is Apollo Email Deliverability Dropping in 2026?
Apollo-sourced cold email is harder to land in inboxes than it was three years ago. Here is the mechanism, the audit framework, and what to do about it.
Strategy
How Does a CRO Audit Pipeline Sources?
A CRO framework for auditing pipeline sources, exposing attribution fiction, and using visitor identification to reveal what really drives revenue.
Strategy
Why Are RevOps Stacks Consolidating in 2026?
RevOps teams are cutting tools, not adding them. Here's what's driving the 2026 consolidation and which layers are getting absorbed.
Strategy
Bought ZoomInfo But Aren't Getting ROI? Here's Why
ZoomInfo gives you a database. But a database without timing is just a cold list. Here's why intent-first beats database-first for pipeline.
Strategy
Orbit Is Live: Person-Level Intent Audiences
Orbit by Leadpipe turns keyword-level research behavior into person-level audiences you can act on. Find in-market buyers by topic, filter by ICP, export daily.
Strategy
Identity Data as a Service: The API-First Approach
Dashboard-first visitor ID tools were built for humans. API-first identity data is built for AI agents, platforms, and automation. Here's why the shift matters.
Strategy
ABM with Visitor Identification: Full Playbook
Track when target accounts visit your website. Know which person from the account, what they viewed, and how to engage them at the right moment.
Strategy
Why Every AI Agent Needs an Identity API
Identity data is becoming a primitive in the AI stack - like vector databases for RAG. Here's why AI agents need real-time identity resolution to work.
Strategy
Your Google Analytics Is Lying About Your Pipeline
GA4 shows traffic and conversions. It doesn't show the 97% of visitors with buying intent who leave anonymously. Here's what you're actually missing.
Strategy
Midbound Is Replacing Cold Outreach - Here's the Data
Cold outreach response rates have collapsed to 1-3%. Midbound marketing - intent-driven outreach to known visitors - is what's replacing it.
Strategy
The Death of the Lead Form: What Comes Next
Lead forms convert 2-3% of B2B traffic. That number is dropping every year. Here's what's replacing them and why the shift is inevitable.
Strategy
Is Growth Hacking Dead in 2026?
Growth hacking solved a scarcity problem that no longer exists. The next era is precision, and the toolkit is fundamentally different.
Strategy
Is the B2B Data-Aggregator Era Ending?
Scraped contact databases are cheaper, more regulated, and less differentiated than ever. Here's why the aggregator model is breaking in 2026.
Strategy
Competitive Intelligence with Orbit Intent Data
Track who's researching your competitors. Build audiences of people actively evaluating alternatives in your category. Reach them before competitors do.
Strategy
How Should a Founder Review Identified Visitors Weekly?
A 45-minute weekly ritual for founders to review identified website visitors, spot buyers sales missed, and catch patterns the team cannot see.
Strategy
What Replaces Lookalike Audiences After Cookies?
Lookalike audiences relied on third-party cookies. Here's what replaces them in B2B advertising in 2026 and beyond.
Strategy
Why a 6sense POC Often Doesn't Renew
6sense is a real ABM platform priced for enterprise motions. The framework to evaluate fit, what to test in a POC, and when to walk away.
Strategy
What Data Layer Is Agentic Outbound Missing?
Agentic outbound breaks on the same layer every time. Not the model, not the orchestrator. The identity and intent layer underneath.
Strategy
Why Is My AI SDR's Reply Rate So Low?
AI SDRs cap out at 1 to 2% reply on most firmographic lists. Here are the six reasons, in order of how much they matter, and what to fix first.
Strategy
Why Is Industry-Leading a Liability in SaaS Copy?
SaaS copy is drowning in empty superlatives. They do not persuade. They signal you have nothing specific to say. Here is the fix.
Strategy
Should You Replace Your BDR Team With Intent-First?
The architectural case for moving from cold outbound to intent-first. The framework, the tradeoffs, and where a BDR team still earns its keep in 2026.
Strategy
What Identified Pricing-Page Visitors Look Like
A framework for understanding pricing page intent. Three archetypes, what each one signals, and how to design a response that matches.
Strategy
Did AI Kill Cold Outbound, or Did Bad Data?
AI gets the blame for inbox fatigue. The real killer is stale, commodity data feeding a system designed for scale without signal.
Strategy
What Does Google's Non-Commodity Turn Mean for B2B GTM?
Google's Danny Sullivan told Toronto search pros to build non-commodity content. Here's what that means for B2B go-to-market teams.
Strategy
Is ZoomInfo Worth $40K a Year? An Audit Framework
How to audit a ZoomInfo contract against your own pipeline. The full-cost framework, the questions that decide it, and where the database still earns its keep.
Strategy
Can Warm-Site Alerts Replace Cold Email?
How warm-site alerts compare to cold email on deliverability, reply rate, and pipeline. The mechanics, the framework, and where each still earns its place.
Strategy
The Data Layer AI Sales Agents Are Missing
AI SDRs from 11x, Artisan, and others run on data. But 90% of website visitor data goes unused. Here's the identity layer that changes everything.
Strategy
Is Lead Scoring Worth Doing in 2026?
Lead scoring is a legacy construct that filters signal into noise. Here is why most scoring models quietly fail and what replaces them.
Strategy
How Do You Structure Sales Alerts Reps Will Act On?
Most visitor-ID alerts are ignored inside a week. Here is the alert structure, cadence, and information density that keeps reps acting, not scrolling past.
Strategy
What Should a VP Sales Ask Before Buying Intent Data?
The diligence questions a VP of Sales should ask before signing an intent data contract. Includes pricing, accuracy, data origin, and integration red flags.
Strategy
Sales-Marketing Alignment Through Shared Visitor Data
Sales ignores marketing leads because they're not qualified. Visitor identification gives both teams a shared, behavior-based signal they both trust.
Strategy
How to Prove Marketing ROI to Your Board
The board wants pipeline numbers, not impressions. Visitor identification creates a direct line from marketing spend to identified leads to revenue.
Strategy
6sense Too Expensive? Get Intent Data for $147/mo
6sense costs $25-100K/year and shows company-level data. Leadpipe Orbit gives you person-level intent across 20K topics starting at $147/month.
Strategy
Your Intent Data Only Shows Companies. Now What?
Bombora and 6sense tell you 'Acme Corp is interested.' Great - but who at Acme? Here's how to get person-level intent data instead.
Strategy
Detect Customer Churn from Website Behavior
When existing customers visit your pricing or cancellation pages, that's a churn signal. Here's how to detect it and act before they leave.
Strategy
Midbound Marketing: Between Inbound & Outbound
What is midbound marketing? The strategy combining inbound intent signals with outbound outreach for higher B2B conversion rates.