Target Account Pipeline
Champion tracking: follow past buyers to their new company
How to track job changes among past buyers and users with Clay, score the new company, and reach out in the first 90 days with a reason to talk.
6 min · Ayhan K. Isaacs · November 2026
- Signal cohorts
- CapturedRelational
- Difficulty
- Starter
- Time to run
- About 1 week to the first alert
- Tools
- Clay, HubSpot, Salesforce, LinkedIn Sales Navigator, UserGems
A past buyer who moves to a new company already knows what your product does. Most teams spend that move on a message that says "congrats on the new role" and nothing else.
Champion tracking works when the person who knew them writes about the result you produced together and asks what the new job looks like. The timing is the first weeks in the role, while they are still setting priorities.
Who this is for
This playbook is for SaaS companies with a few years of customers, so there are past buyers, champions and power users to track.
It pays most when deals are large enough to justify a personal message from the account executive or customer success manager who knew the person.
Who this is not for
This is not for companies in their first year of sales. The tracking list is too short.
It is also not a fix for unhappy customers. A job change will not change how someone felt about your product, so filter churned and unhappy accounts out of the list.
The signal it engineers or captures
Champion tracking runs on a relational signal: champion job change, when someone who bought, used or championed your product moves to an account that fits.
Two related relational signals use the same monitor. Executive churn at a customer is your champion leaving and a new person arriving, which is a retention risk. Closed-lost revival is the person who said no last year now sitting somewhere else, or a new person in their seat. The playbook adds a captured signal on top: a reply, a profile view or a site visit from the new company tells the rep the timing is right.
The workflow
01 Build the tracking list
Export from HubSpot or Salesforce every contact tied to closed-won deals and active customers, plus power users from your product data: buyers, champions, admins and heavy users. Add closed-lost contacts who reached a late stage.
Tag each person with the strength of the relationship: signed, championed, used or evaluated. Load the list into Clay with name, company, title and LinkedIn URL.
02 Set the job change monitor
Turn on Clay's job change signal on the table, or use UserGems or Sales Navigator alerts on saved leads. Run it weekly for a list of a few thousand people, and daily if the list is small and senior.
Set a look-back window that fits your sales cycle: three months for fast cycles, six for most mid-market deals, a year for enterprise.
03 Enrich and score the new company
When a move fires, enrich the new employer: size, industry, country, stack and funding. Score with three inputs. Example weights to tune: new company fit out of 50, the person's new seniority and influence out of 30, relationship strength out of 20.
Check the CRM first. If the new company is a customer, has an open deal or belongs to another rep, route the alert to that owner.
04 Catch the two other cases
Run the same monitor on your current customers. If a champion leaves a customer, create a task for the customer success owner to meet the replacement within 30 days.
If a closed-lost contact leaves, find who replaced them and check whether the reason you lost has changed.
05 Write from the shared history
The first message comes from the person who knew them, usually the account executive or the customer success manager, from their own inbox. Pull the facts from the CRM: what they bought, when, and one result.
Example: "Saw you moved to [company]. At [old company] we cut your [process] from [before] to [after]. If [new company] has the same problem, I am happy to show you how we did it. If not, good luck in the new role." Send it by email and LinkedIn on the same day.
06 Time it inside the window
Reach out between about two weeks and 90 days into the new role. Earlier, they are still onboarding. Later, they have usually picked their tools. Our glossary gives this signal a useful life of 90 days.
If there is no reply after two touches, wait for a captured signal from the new company, such as a site visit or an ad click, before you write again.
07 Log it so the next move is easier
Write the move, the new company, the score and the outcome back to the CRM contact, and create the new company record.
Keep the person on the tracking list after they move. People who change jobs once tend to change again, and the relationship goes with them.
What it costs and how long it takes
Tools: Clay with the job change signal, or UserGems, plus your CRM and a sequencer for the second touch.
Time: two to three days to build the list and the monitor, and a day to write the templates with the account executives. Upkeep is a weekly look at new moves, which takes under an hour once the scoring routes them.
The numbers
We have not published a champion tracking result yet. Measure: moves detected per month, the share that land in accounts that fit, replies to first messages from the person who knew them, meetings held, and pipeline created within 90 days of the move.
Compare the reply rate with your cold outbound to the same segment. That gap is the case for keeping the program funded.
Where it breaks
Stale data is the first thing that breaks. LinkedIn profiles update late, so some moves fire weeks after they happened. Check the start date in the role before you write to someone who started months ago.
The wrong sender is the second. A message from an SDR they never met reads like cold outbound with a fact attached. The person who knew them sends it, even if an SDR drafts it.
The third is an unhappy past customer. Filter out churned accounts and poor health scores, or you will remind someone why they left.
The fourth is fit. A champion at a company that does not fit gives you a nice conversation and no deal. Score the company before anyone writes.
Hand-off to sales
A move that scores above your threshold creates a CRM task for the person who knew the contact, with the old account's history, a summary of the new company and a draft message.
A reply goes straight to that person. If the new company sits in another rep's territory, both get a note, and the person who knew the contact takes the first call. That call is a catch-up about the new job, not a demo.
FAQ
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