Contact Qualification agent

The Contact Qualification agent answers one question your reps ask before every touch: is this the right person to talk to, and are they still here? It checks a contact against your buyer-persona definitions and returns a clear Ideal Buyer Persona (IBP) verdict, with the reasoning behind it.

What it is

Contact Qualification is one of your research-focused AI colleagues. Give it a contact, and it validates that person against the personas you have defined in the Agent Training Center. It works in two passes:

Is this person still here? Before it judges fit, the agent confirms the contact actually works at the company on record (people move, and stale data quietly poisons outreach). If it can confirm they have moved on - or can’t verify their employment at all - the contact does not pass.
Do they match a persona? Only once employment holds does the agent check the person against your persona set - their seniority and their area of expertise - so a job title that merely looks close doesn’t sneak through as a match.

The verdict is one of three states - a fit, not a fit, or inconclusive - each carried by persona-match reasoning a rep can read in seconds and a CRO can trust in pipeline reviews. A fit means the contact matched one of your personas; not a fit means they failed the employment check or didn’t match any persona; inconclusive means the evidence wasn’t enough to decide either way. When a contact is a fit, the agent ties them to the specific persona they matched, so you know which role in the buying committee they fill - a decision maker, an influencer, or a champion.

What a run costs depends on the effort and speed you set, the same as any agent - see Effort and speed credit costs. There is no separate per-contact fee.

Why it exists

Job titles lie. Two people can carry the same title and play completely different roles in a deal, and a title that fit your buyer last quarter may belong to someone who has since changed teams or left the company. Reps lose hours chasing contacts who no longer hold the problem you solve, and worse, they send research-backed outreach to a person who quietly departed six months ago.

Contact Qualification removes that guesswork. Instead of a rep eyeballing a profile headline and hoping, your persona definitions do the judging consistently - every contact, the same way. That is the shift from data-driven to context-driven selling at the contact level: you are not filtering a list by title strings, you are validating real people against a real description of who buys from you.

It is also a privacy boundary. Evergrowth qualifies a contact against a persona before it processes that person’s data for deeper research and outreach. Validating persona fit first means personal data only gets worked when there is a legitimate buying-committee reason to. See Data, privacy & GDPR.

How a sales team gets value

Trust the contacts in a play. When a playbook hands contacts to your copywriting and outreach agents, qualification is the gate that keeps unfit or departed contacts out. Reps spend their time on people who match, not on cleaning a list.

Keep your buying committee honest. A complex deal needs the right mix of decision makers, influencers, and champions. Qualifying contacts against personas tells you whether you have actually reached the people who decide, or just the people who answered.

Catch the moves that change everything. Run it on an ongoing basis and it becomes a monitor: when a contact leaves a role, you find out early rather than after a bounced email. The agent can do more than flag the move - it can mark the person as no longer a fit on their old account and stand up a fresh account for them at their new company, turning a lost contact into a warm lead. That single signal drives some of Evergrowth’s most valuable playbooks: a departing customer champion is both a retention risk to flag and a warm intro waiting at their new company.

Don’t pay to re-judge what hasn’t changed. When you re-run qualification across a list, it can reuse a recent persona match rather than re-qualifying a contact whose situation hasn’t moved - so an ongoing motion stays cheap.

Eva: the headline output term is IBP - Ideal Buyer Persona. The verdict surfaces as three states - “Yes” (a fit, mapped to a matched persona), “No” (not a fit), and “Inconclusive” (not enough evidence to decide). “Inconclusive” is a genuine third outcome, not a low score. This is the contact-level counterpart to the account-level ICP Yes/No/Inconclusive produced by Account Qualification - in Evergrowth’s two-gate model, Account Qualification is “Gate 1” (the ICP gate, company-level) and this agent is “Gate 2” (the IBP gate, contact-level / personal data). “Ideal Buyer Persona”, “persona fit”, and “persona match” all refer to the same verdict.

In practice

A rep imports a list of event attendees. Account Qualification confirms the companies are a fit; Contact Qualification then checks each named attendee against the persona set and marks the ones who are genuinely in the buying committee. The rep starts the day with a short list of qualified people instead of a spreadsheet of maybes.

Later, that same agent runs quietly against your key contacts. One of them updates their role and is no longer at the company on file. The agent marks them not a fit there and opens an account for them at their new employer - so the relationship gets recovered before the deal goes cold instead of bouncing.

How it fits together

Contact Qualification sits in the contact layer of Evergrowth, downstream of Account Qualification (a company should clear ICP first) and alongside the Contact Finder agent, which discovers persona-fit contacts in the first place. Once a contact is qualified, Contact Research goes deep on them and Play Copywriting turns those findings into outreach. Its judgments lean entirely on your persona cards, so the quality of qualification is only as good as the personas you define - and a contact can only be qualified where the relevant vertical actually has personas to judge against.

Eva: in the playbook chains, this agent appears both as a one-pass qualifier (for example after Account Qualification on new or event accounts) and as a continuous monitor (the “still there?” check in champion- and ex-customer recovery motions). Same agent; the difference is whether it runs once or on a schedule, and whether the job-change follow-up (mark not-a-fit on the old account, create a new account at the new employer) is switched on. Cost is governed by the run’s effort and speed, not a per-contact charge. See Credits & billing.