The majority of B2B buyers already have a supplier preference before contacting a salesperson. The 2025 Buyer Experience Report from 6sense, based on nearly 4,000 buyers, confirms that suppliers are often pre-selected before the first interaction. Any B2B marketing strategy that still relies on the late conversion of an incoming lead misses part of the buying cycle.
Visibility in AI responses: an underutilized lead generation channel
Search engines are no longer the only entry point for buyers. A G2 survey conducted in March 2026 among B2B software buyers shows that an increasing share of them starts their research via an AI chatbot rather than through Google.
This shift changes the game for generating qualified leads. When a prospect queries an AI assistant about a category of solutions, the response synthesizes the best-structured sources. Being absent from these responses means not existing at the moment the short-list is formed.
Working this channel requires going beyond classic SEO. Content must be structured in a way that can be cited by a language model: factual data, clear definitions, explicit comparisons. Pages that stack generic text without extractable information do not rank. Agencies like Think B2B specifically support this type of repositioning for companies whose existing content is not calibrated for new buying journeys.
The challenge is not to produce more content, but to make each page precise enough for an LLM to select it as a reliable source.
B2B email prospecting and CNIL compliance: the real conditions of legality
Email prospecting without prior consent remains legal in B2B, but under conditions that most marketing teams apply poorly. The CNIL allows sending without opt-in when three criteria are met simultaneously:
- The message directly concerns the recipient’s professional role, not a generic topic.
- The recipient is informed, at the time of collecting their address, of how it will be used.
- A simple and functional opt-out mechanism is integrated into each send.
An email prospecting sent to a CFO to propose an HR tool does not meet the first criterion. And a unsubscribe link leading to a multi-step form does not satisfy the third.
The risk is not limited to a CNIL sanction. Poor targeting degrades the deliverability of the entire domain. The anti-spam filters of professional messaging services (Microsoft 365, Google Workspace) penalize domains whose campaigns generate a high complaint rate. As a result: even legitimate emails sent to qualified prospects end up in spam.
Segmentation by function and intent signal
Compliance and performance converge on one point: the granularity of targeting. Segmenting by industry is no longer enough. It is necessary to cross the recipient’s role with an observable intent signal (visiting a product page, downloading technical content, participating in an industry webinar).
This approach mechanically reduces the volume of sending but increases the response rate and preserves the reputation of the sending domain.
Behavioral lead scoring: qualifying before passing to sales
Passing a lead to sales just because they filled out a form is a qualification error. A completed form only signals a one-time interest, not a purchase intent.
Behavioral lead scoring assigns points based on accumulated and recent actions:
- Repeated consultation of pricing pages or case studies over a short period.
- Opening and clicking on multiple emails from the same nurturing sequence.
- Interaction with bottom-of-funnel content (demo request, comparison, ROI study).
- Matching between the firmographic profile (company size, industry) and the defined ideal customer.
The threshold for passing leads must be calibrated with sales, not arbitrarily set by marketing. We find that teams that align this threshold with the actual conversion rate of MQLs to opportunities reduce wasted time in unqualified meetings.
Server-side tracking and first-party data
The increasing restrictions on third-party cookies make client-side tracking less and less reliable. Server-side tracking allows for the collection of more comprehensive behavioral data directly from the server, without relying on the user’s browser.
For a B2B site, this means no longer losing invisible conversions: visits from Safari with ITP enabled, browsers with ad blockers, sessions interrupted by partial consent via Consent Mode v2. Without this mechanism, scoring relies on incomplete data, and marketing optimizes its campaigns based on truncated signals.
B2B content and conversion: produce less, qualify better
Publishing four blog posts a week without a conversion strategy is like filling a leaky pipeline. Each piece of content must have an explicit qualification objective: what segment of prospects does it target, at what stage of the funnel does it intervene, and what is the associated capture mechanism.
A technical white paper downloaded by a CIO does not have the same value as a blog post read by an intern. B2B conversion content works when it is designed in reflection of the identified buying journey, not based on an arbitrary editorial calendar.
The most profitable content in B2B is that which answers a question the prospect is asking internally, to their purchasing committee or management. ROI studies, industry benchmarks, selection criteria grids: these formats accelerate decision-making because they provide the prospect with a tool they can reuse in their own validation process.
Generating qualified leads is no longer about traffic volume or the number of forms filled out. It’s about the ability to be present at the right moment, on the right channel, with content precise enough to trigger a measurable action.
