When we were calibrating PressBox output against real editorial standards, AP Style was the non-negotiable baseline. Not because AP Style is perfect for every outlet or every format, but because it is the shared language of sports journalism in the United States. Editors trained on AP Style expect specific things: how scores are formatted, how stats are abbreviated, how times and game references are handled. Output that deviates from these conventions reads as amateur, even if the underlying content is accurate. Readers who are not themselves AP Style trained still notice when something looks off. They just cannot always say why.
This piece covers the specific AP Style conventions that matter most for sports content, how PressBox handles them, and where we have made deliberate choices to support outlet-specific variations while maintaining the AP baseline.
Score Formatting
AP Style for scores is specific: use numerals, not words, and do not use the word "to" between scores except in specific contexts. "The Tigers defeated the Wildcats 28-14" is correct. "The Tigers defeated the Wildcats by 28 to 14" is not. Overtime is noted in parentheses after the score: "Final: 24-17 (OT)." For baseball, innings are noted if the game ended before the ninth: "The Red Sox won 7-3 in 12 innings."
These conventions look minor written out. In practice, they are the first thing an experienced sports editor checks when reviewing a draft. A score formatted as "28 to 14" marks the writer as someone who does not cover sports regularly. PressBox formats scores correctly per AP Style on every draft, using the structured score data directly. The score values come from the data feed; the formatting is applied programmatically and is consistent across every output.
The exception we handle: some outlets have house styles that deviate from AP for stylistic reasons. One regional publication we work with prefers to spell out scores below ten. We support this as a voice calibration setting, but it is opt-in and turned off by default. The default is strict AP.
Stat Abbreviations and Reference Format
AP Style specifies how statistics should be abbreviated and referenced in running prose. Yards is "yds" in tables and statistics boxes but should be spelled out in running prose: "Jones ran for 112 yards" not "Jones ran for 112 yds." Points, rebounds, assists, goals, and other sport-specific statistics follow similar conventions. AP also has specific guidance on when to use "per game" versus per-game usage.
For sports content specifically, the AP Stylebook's sports supplement provides the authoritative reference. It covers sport-specific terminology for more than twenty sports, including guidance on when to capitalize team names and league designations, how to reference conference affiliations, and how to handle international sports terminology that may differ from American conventions.
PressBox generation incorporates these conventions at the model level, trained against a large corpus of correctly formatted sports copy. The abbreviations, stat references, and sport-specific terminology are handled correctly in the baseline output. Outlets do not need to configure these settings; they are on by default and apply across all sports.
Time and Date References
Sports recaps reference time in specific ways: game time (7 p.m., not 7 PM or 7pm), game duration for sports that measure it, and quarter or period references. AP Style for time uses lowercase a.m. and p.m. with periods. "The game tipped off at 7 p.m." is correct. "The game tipped off at 7 PM" and "The game tipped off at 7pm" are both wrong by AP standards.
Period and quarter references follow AP conventions: "in the third quarter," not "in Quarter 3." Half references: "in the second half." Period references in hockey: "in the first period." Overtime designation uses AP's standard: "overtime" spelled out on first reference, "OT" acceptable on subsequent references within the same story.
These seem mechanical, and they are. That is why automating them correctly matters. A reporter filing on deadline at 11 PM on a Friday night is not thinking about whether "7pm" or "7 p.m." is AP-correct. They are thinking about the game. Getting the mechanical formatting right automatically means the editorial review step can focus on substance rather than style corrections.
Attribution and Quote Handling
AP Style has specific conventions for attributing quotes: attribution comes after the quote, not before, unless clarity demands otherwise. "We played well in the second half, and that's what won it," said Coach Davis. Not: Coach Davis said, "We played well in the second half." The second form sounds more conversational but is not standard AP sports journalism format.
PressBox generates quote structures correctly in the rare cases where a data feed includes structured quote data (some leagues and platforms do provide post-game quote feeds). For most regional and prep sports coverage, quotes are not available in the structured data, and the drafts note their absence rather than fabricating quotes. This is a hard constraint: PressBox will never generate synthetic quotes attributed to real named individuals. If the data does not include a quote, the draft does not include one. An editor who wants to add a coach's quote from a post-game conversation adds it during review.
We are firm about this because fabricated quotes are the category of AI-generated sports content that does the most damage when discovered. A wrong score can be corrected immediately and is usually forgiven. A fabricated quote attributed to a real coach or player creates a trust problem that is substantially harder to repair.
Sport-Specific Conventions
AP Style sports guidance covers conventions that vary significantly by sport. Football scoring is handled differently from baseball scoring, which differs from hockey. Championship references have specific capitalization rules. Conference names have specific abbreviation conventions that vary by league. The designation of players (positions, uniform numbers, grade levels for prep sports) follows sport-specific formats.
For each sport PressBox supports, the generation model has been trained on AP-correct sport-specific formatting. Football drafts use football conventions. Basketball drafts use basketball conventions. This is not a single generalist model that outputs a generic sports story and gets the sport-specific terms roughly right. It is a model trained specifically on the terminology and conventions of each supported sport type.
The area where AP Style guidance does not resolve cleanly is prep sports, where the conventions governing how to reference high school athletes (minors) differ from professional sports references. AP Style explicitly addresses this: high school athletes should be identified by grade level if relevant, not just by name and position. This convention is easy to get wrong when writing quickly under deadline. PressBox handles it per AP guidelines when grade-level data is available in the feed, which varies by data source.
What AP Style Cannot Automate
AP Style governs form, not judgment. It tells you how to format a score, not which part of the game was most important. It tells you how to abbreviate statistics, not which statistics reveal the story of this particular game. Those judgments belong to the editor and cannot be automated away, nor should they be.
A PressBox draft formatted correctly per AP Style is a correctly formatted first draft. Whether the lede captures the actual story of the game, whether the correct individual performance is highlighted, whether the context around a rivalry is sufficient: these are editorial decisions that require a human editor who understands the game, the teams, and what the readers care about. AP Style compliance is the floor. Good sports writing goes substantially above it, and that additional work is still the editor's job.