Signal Validation Gate (QA)
A checklist with 8 steps: Freeze the signal definition in writing before any list leaves the platform.
By InnovaAI ResearchPublished
What are the steps?
Signal Validation Gate (QA)
- 01
Freeze the signal definition in writing before any list leaves the platform
Record the topic cluster, source set, and lookback window (30, 60, or 90 days) so a later dispute about why an account appeared can be resolved against a fixed spec rather than memory.
- 02
Cross-check each surfaced account against the client CRM for open opportunity and last-touch date
Accounts already in a late-stage deal are usually noise for prospecting purposes; flag them separately so the sales team is not pitched an account it is already closing.
- 03
Require a second independent signal before an account reaches the outreach queue
Pair a research-surge signal from a co-op provider such as Bombora with a first-party visit captured by Leadfeeder, or with a hiring or tech-stack change, so single-source spikes do not drive spend.
- 04
Score every account on fit and timing separately, then rank on the product of the two
A perfect-fit account with no recent activity and a poor-fit account with heavy research both waste budget; only the intersection justifies a sequence slot.
- 05
Sample 20 accounts per batch and confirm the underlying evidence by hand
Open the source thread, page, or job post and verify the signal is real and recent. If more than three of twenty fail, pause the batch and re-tune the topic list before scaling.
- 06
Cap weekly volume to what the delivery team can personally review
A queue of 40 verified accounts that gets worked beats 400 that gets skimmed; set the cap from actual reply capacity, not from list size.
- 07
Log every rejected account with a one-line reason in a shared sheet
Rejection reasons (wrong geography, competitor employee, student researcher) become the tuning input for the next topic refresh and shorten the next QA pass.
- 08
Re-validate the topic list monthly against closed-won and closed-lost deals
If accounts that converted never appeared in the signal set, the topics are wrong; if accounts that churned dominated it, the scoring weights need revision.