How Intent and research signals is changing
A short guide from Global Intent AI for enterprise sales teams.
The basics of intent and research signals have not changed, but the way buyers respond has. These are the shifts Global Intent AI sees.
Fewer, better touches
Buyers ignore volume. Programs that focus on relevance over reach do better.
More research up front
Teams invest more time understanding accounts before reaching out.
Search and AI answers
Buyers research on their own, including through AI assistants. Being findable and clearly described matters more.
Tighter alignment with sales
Joint reviews between marketing and sales are becoming the norm.
What this looks like week to week
Give the program enough time to learn. Most of the improvement in intent and research signals comes from adjustments made in the second and third months, once there is real feedback to work with.
Decide in advance what would make you pause or change course. A clear threshold avoids long debates when results are mixed.
Keep the first brief short. A page that covers who to reach, what to say and what counts as a result is more useful than a long document nobody rereads.
Share early wins and early misses with the wider team. data and CRM admins and marketing operations usually spot patterns the program team misses, and they are more likely to act on results they helped shape.
Common questions
Can intent and research signals work alongside our existing marketing?
Yes. It works best when it shares the same targeting and message as the rest of your marketing, so buyers hear one consistent story.
How long before intent and research signals shows results?
Early signals usually appear within the first few weeks, but a fair judgement needs two to three months of consistent work and feedback. The first month is mostly about learning which segments and messages respond.
How is quality checked?
Every result is measured against the definition agreed before launch. Anything that falls short is flagged in the weekly report rather than counted.
What happens to contacts who are not interested?
They are recorded and respected. Anyone who opts out is added to a suppression list and is not contacted again in any later campaign.
About Global Intent AI
We combine topic-level intent signals with manual research on hiring, funding and company news to show which accounts are likely in market now, and who to talk to there.
These shifts favour programs built on clear targeting and honest measurement. That is how Global Intent AI works. Get in touch.