Traction Complete · Product Manager · Thu 2026-04-30 @ 2:00 PM PT
| Date / time | Thursday, 2026-04-30 at 2:00 PM Pacific Time |
| Format | Live demo presentation to a 3-person panel. Likely combines (a) walkthrough of the assignment work, (b) Q&A on PM thinking, and (c) discussion of how the work was done. |
| Recording | TC uses Metaview to record/transcribe interviews. Email Karen in advance if you want to opt out. |
| Salesforce sandbox | completedemo--demo239.sandbox.lightning.force.com |
| Login username | hi@andrea-antal.com.demo |
| SF admin contact | Bryan Licas — blicas@tractioncomplete.com |
| Recruiter contact | Karen Atara (Hiring Lead) — for any logistics or scheduling issues |
Three interviewers, three different lenses. Tailor parts of the demo to each — don't over-index on one.
Source: Traction Complete/Product_Management_2026_Demo.pdf (received 2026-04-23). Captured verbatim from the brief.
| Signal | Quote / data |
|---|---|
| 1 · Customer interview Enterprise · $380K ARR · Financial Services |
"We've been trying to roll TC out more broadly for about six months and it keeps stalling. Legal is asking RevOps to document how the AI is classifying our accounts — they want to know what logic is behind the industry assignments, not just what the output is. I honestly don't have a good answer for them, and neither does RevOps. It's slowing down internal adoption more than anything else." Context: 3-year contract signed 2025, locked through end of 2027. Expansion realistically starts at renewal. |
| 2 · Customer interview Fast-growing SaaS · $55K ARR |
"Marketing can't use the TC data for ABM. The industry field is blank on a ton of accounts, and where it is populated they're not confident it's right — they've flagged a few obvious ones, like a software company coming back as Manufacturing. We ran three enablement sessions trying to get adoption. I'm not sure if this is a data quality issue or if we set something up wrong." Context: $185K expansion quote pending. Waiting to see improvement before signing. |
| 3 · Post-churn interview Churned · was $120K ARR · Mid-Market Tech |
"We moved to D&B Hoovers about eight months ago. I told the team it was for better APAC coverage, which is part of it. But honestly the bigger issue was compliance — they kept asking how TC was determining industry classifications, and we could never give them a satisfying answer. D&B has SIC codes and source attribution baked in. That made the compliance conversation a lot easier." |
| 4 · Customer interview Enterprise power user · $290K ARR |
"Our data team reviews every industry classification before we apply it. I know that sounds excessive, but we've been burned before — accounts getting routed to the wrong territory because of a bad industry tag. I'd love a way to run bulk overrides with confidence filtering so we're only reviewing the edge cases, not every single account. The manual review is killing our turnaround time." |
| 5 · Sales update Active prospect · $210K ARR deal at risk |
Deal stalled in procurement. Prospect's legal team asking for documentation on how TC's AI classifies industries — specifically data sources used and whether classifications can be audited. AE escalated to SE; no clear answer. AE's impression: this is becoming a standard ask from enterprise legal teams for AI data products. |
| 6 · Internal CS data Last 90 days |
Average CS ticket resolution time up 40% over the last two quarters. Headcount flat. Distinct cluster of tickets — mostly enterprise — taking 3–4x longer than average. The cluster is predominantly questions about industry classification: "Why is this account tagged as X when it should be Y?" and "Can we override this in bulk?" CS lead note: "We're spending a lot of time explaining classifications we can't fully explain ourselves." |
| 7 · VoC survey 15 accounts responding |
60% said they want "more coverage" — the headline going to leadership. But verbatims show coverage complaints are mostly about missing/incorrect industry fields, not missing accounts. Survey question didn't cleanly separate the two; rollup is ambiguous. Sample: 15 accounts — 2 enterprise, 8 mid-market, 5 SMB. Enterprise voices are underrepresented. |
| 8 · Competitive intel Market landscape |
3 enterprise deals lost to D&B Hoovers last quarter. AEs noted D&B's pitch includes SIC code attribution and a "data transparency report" — documentation showing where each classification came from and confidence. Came up as a requirement in 2 RFPs in the last 60 days. TC has no equivalent artifact today. SMB/mid-market: YC company Apex Data offering free accounts targeting customers with blank or unreliable industry fields. |
Traction Complete/sandbox_test_accounts.csv).| 0–30 min | Problem & solution review. Walk panel through prioritization, solution design, mockup, validation plan. |
| 30–45 min | Sandbox walkthrough. What you found in the TC environment — classifications that looked right, surprised you, or were inconsistent. |
| 45–60 min | Q&A & feedback. Open discussion. They'll push on reasoning, share their take, leave time for your questions. |
Real working window: Mon, Tue, Wed full days while Nathan is at daycare. Sun + Thu morning are bookends. Adjust as you go.
| Day | Goal |
|---|---|
| Sun Apr 26 (light) | Capture the brief into this doc. Skim the 6 TC help articles linked in the assignment so Mon isn't spent learning the UI. Don't start the sandbox import today — battery for the real days. |
| Mon Apr 27 (full) | (1) Sandbox: import the 30-company CSV, run AI enrichment on 10–20 first, then full 30. Log observations in real time. (2) Re-read the 8 signals. (3) Land your core problem + recommendation by EOD. One-pager / outline locked. |
| Tue Apr 28 (full) | Build the 4 deliverables: opportunity statement, 2–3 user stories, Jira-style ticket, metrics, UI mockup/prototype, validation plan. First end-to-end dry run aloud. |
| Wed Apr 29 (full) | Second dry run, time it (target ~20 min for sections 1–4; sandbox walkthrough is its own 15-min block). Refine weak sections. Slide deck if using one. Backup screen recording of sandbox walkthrough in case live fails. Prep questions for each panelist. |
| Thu Apr 30 AM | Light review only. Sandbox + deck open by 1:30 PM. Demo at 2:00 PM PT. |