How to score PR outreach relevance before sending

Personalization cannot repair a weak match. Outreach quality is largely determined when the opportunity is paired with a writer, before the subject line or opening sentence exists.

The decision this method improves

This method decides who belongs on a media list and whether an opportunity deserves outreach at all. It gives reviewers a visible rationale and makes a small list a deliberate output rather than a research failure.

A working method

1. Score editorial value: would the audience benefit even if the company received no link?
2. Score subject fit from recent authored coverage, not a broad publication category.
3. Score contribution specificity: evidence, expert access, data, demonstration, or a useful counterpoint.
4. Score timing against current coverage and the opportunity's actual relevance window.
5. Verify the professional contact route and mark uncertainty explicitly.
6. Check prior sends, replies, declines, suppression, relationship ownership, and total frequency.
7. Exclude any recipient without a defensible reason before generating a message.

The evidence to keep

Keep the relevant article URL, publication date, author identity, match explanation, contact source and confidence, contribution on offer, prior relationship state, reviewer decision, and send result. This makes later reply quality useful for improving the research rule.

The common failure mode

Volume targets encourage the system to loosen inclusion criteria and replace evidence with superficial personalization. A named article in the first sentence does not create relevance when the proposed contribution does not serve the writer's current audience.

How to measure the result

Track reviewer acceptance, verified contact rate, relevant replies, requests for material, conversations, placements, bounces, suppressions, declines, and negative feedback by match reason. Send count is an exposure measure.

What to do next

Take the last twenty outreach recipients and reconstruct the reason each person was selected. Remove every rationale that would fit another writer unchanged. Haystack's media outreach workflow preserves this evidence through Gmail sending and reply detection.