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research-audience-score-segment-qa

Step of the research-audience playbook: scores and tiers list rows, groups them into segments with an angle each, runs the pre-handover checks and writes the list files. Run research-audience instead; not for direct use.

skills/marketing/research-audience-score-segment-qa/SKILL.md

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Nov 11, 2026

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Nov 6, 2026
License
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# score-segment-qa

**Reads:** account table, people rows, signals; `../research-audience/references/fit-and-scoring.md`; `../research-audience/references/output-format.md`; `../research-audience/references/contacts-and-compliance.md`.

**Does:**
1. Score: gates already passed; add points by block, each with its cited reason in `fit_reason`. Tier A/B; C to `dropped.csv`. Set the value tier (V1/V2/V3) with its evidence for account-based lists; rank by tier and value together.
2. Segment by angle × signal (e.g. "new leader", "hiring for the pain", "fit, no signal"), 3–6 segments, each with a **three-line angle**: *pain* (the situation in the buyer's terms, from the signals), *proof* (one signed-off claim, verbatim, cleared through the `claims-gate` skill (`../claims-gate/SKILL.md`) — or "you'd need proof of <X> first", which the message offers to sign off), *ask* (one low-friction next step). Never an invented result or number.
   Then **For you** per segment: does it fit us (yes/no and why, from our product, pricing and customers); what to send first and to whom (V1 accounts first); then offer, as a closing decision, the messages written for this list (write-outreach reads `list.csv` and these angles). Don't follow the herd: if every rival pitches this segment the same way, say so and offer a different angle from what buyers say (this playbook's quote bank, `research/audience/voc-bank.md`).
   **You vs them**: accounts where a rival is in use (from job posts naming the tool, case studies, integration pages) — where we're ahead (say it louder), behind, and where everyone sounds the same.
3. Rank: tier, then score, then warm path.
4. QA checklist — every item, every run:
   - domain is the current company's live site, not a parent or old brand;
   - no duplicate people or domains; concentration cap held;
   - all exclusions applied (customers, open deals, ledger, competitors, do-not-contact, own staff);
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