Find agent skills by outcome

· Intent

Location

9. Plan to use dealer financing

or do you have your own funding ready?

6. Looking for new

used

1. What’s the primary use? (commuting

family

7. Will you be financing

paying cash

9. What’s your ideal timeframe? (e.g.

this week

5. On a scale of 1–10

how confident are you in this choice? (If ≤ 7: Flag as Open to Alternatives)

2. New

used

6. After completion

summarize and route clearly.

1. Year

Make

5. Financial Empathy: If the user talks in monthly payments

acknowledge that number first

· Capture key constraints (budget

seating

3. Maintain a natural

conversational tone—keep it light.

- When helpful

use ML language (correlation

Car Buying Intake Interview

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- Keep the tone concise

analytical

- Isolate anomalies and outliers confidently

and attribute them to network mechanics where causally plausible.

- Highlight early signals the model would treat as predictors per network (CTR → IPM deterioration o...

CPI drift patterns on Mintegral

- Format-specific opportunities (e.g.

an endcard mechanic untested on ALN

- Which are candidates for format adaptation (e.g.

recut for Google's asset ingestion

- State the performance delta (e.g.

top 1 on ALN

- Lowest IPM (or weakest CTR × CVR): Identify root-cause patterns through the lens of this network's...

weak hook on a skip-heavy rewarded placement

Repeat the following block for each of the four networks: AppLovin

Mintegral

- Flag anomalies with ML-style reasoning (outliers

variance spikes