2:23 1. Screen for price drops that the fundamentals don't explain
The repeatable method
- Run a screener that flags large share-price declines while revenue, margins and guidance are unchanged.
- Park the name on a watchlist; don't buy the headline (often a short report).
- Wait for the next earnings call / independent evidence (an auditor's review) that addresses the specific allegation, then start the real research.
Here: The screener flagged ZETA in Jan-2025 after a round-tripping short report; the guest waited for the Q1 call and Deloitte's review (no round-tripping found) before building a position under $20.
Watch for
- Whether the residual allegation is fundamental (the product doesn't work) or definitional/legal (what counts as "opt-in").
1:07:03 2. Model the growth you get from customers you already have
The repeatable method
- Find the share of each client's total category budget the company captures today (wallet share).
- Take management's guided annual increase; adjust only if there is a documented sandbagging record.
- Project revenue with zero new customers; compare that path with the analyst consensus.
- Cross-check against net revenue retention (above 100% = existing customers spending more).
Here: Zeta serves ~52% of the Fortune 100 yet takes ~1.7% of their ~$110B marketing spend; +0.5pt/yr guided (guest uses +0.68). That alone outruns a Street path of 40%→16%→14%→11% growth, with NRR at 120 (128 incl. Marigold).
Watch for
- Wallet share flat for a year — the guest's own red flag.
- NRR trending back toward 110.
25:15 3. Ask who owns the data pipe, not just the model
The repeatable method
- List where the company's signals come from: owned properties, licensed third-party data, or partners.
- Owned, consented collection points are a moat; leased data is available to every competitor.
- Check how the client's own data is treated — isolation from other clients is what makes enterprises upload it.
Here: Zeta owns Disqus, LiveIntent and its pixel, refreshing 240M US profiles daily, whereas the guest says CRM, ADBE and TTD lean on leased third-party data.
Watch for
- Privacy rules that reclassify how consent is obtained (cookie/login/newsletter opt-ins).
1:02:11 4. Use a proven analog as a story, not a price target
The repeatable method
- Name the company whose playbook the candidate resembles and the specific overlap (value proposition, customer, model).
- List the differences explicitly.
- Ask what return you need, not whether it repeats the analog — the catch-up name doesn't need to match the leader's gain.
Here: Carlson frames Zeta as "the Palantir of the demand side" and the trade as AMD after NVDA — while warning "there hasn't been any next Amazon" (MELI the nearest).
Watch for
- The analog doing the valuation work: if the pitch only holds at a Palantir multiple, it doesn't hold.
1:40:59 5. Write down the kill criteria before the position works
The repeatable method
- Identify the two or three engines the thesis actually depends on.
- For each, set an observable metric and a failure level.
- Revisit each quarter; sell on the metric, not the price.
Here: Guest's three: Athena fails to cross-sell (organic growth ~29% stalls); the PLTR channel doesn't sign deals (2 of 20 so far); wallet share doesn't rise ~0.5pt/yr.
Watch for
- Organic growth ex-acquisitions; Palantir-sourced deal count; super-scaled customer ARPU.
1:33:50 6. Set both a buy zone and a trim zone for a concentrated holding
The repeatable method
- Record where you accumulated and why that price offered a margin of safety.
- Name a price at which you'd reluctantly trim even while still bullish.
- When a great company runs past fair value, trim a slice to fund better valuations rather than exit.
Here: Guest: heavy buying $15–20, would trim near $46. Carlson's own precedent: trimmed ~20% of ASML at $1,900–2,000 to fund DASH/UBER, while holding COST regardless.
Watch for
- Position weight drifting far above plan (42% here) as the stock re-rates.
Methods distilled from the login-gated Qualtrim Studio video for personal study. Guest views are the guest's own. Not investment advice.