AI engines agree that Barry Bonds holds the career home run record with 762, yet none calls him the unqualified home run king without raising the steroid-era context, and all five note that he is not in the Hall of Fame. Everything-PR ran 625 queries in August 2026 to test whether the record or the controversy wins in an AI answer when both belong to one man.
Volume 18 of the AI Pop Culture Index. Last updated October 8, 2026.
Bonds hit 762 career home runs, ahead of Hank Aaron's 755 and Babe Ruth's 714. He fell off the Baseball Writers' Association ballot in 2022 with 66% of the vote against the 75% required, and he again received fewer than five votes from the Contemporary Baseball Era Committee in December 2025, according to the Associated Press. Bonds has denied knowingly using performance-enhancing drugs. This is the first case in the index where the accumulation and the taint are two facts about one person.
Which Fact Does Each AI Engine Lead With on Bonds?
ChatGPT, Gemini, and Google AI Overviews lead with the number 762, while Claude and Perplexity lead with the Hall of Fame exclusion. All five engines name the Hall of Fame exclusion unprompted.
| Engine | Leads with | Names Hall exclusion unprompted |
|---|
| ChatGPT | The number, 762 | Yes |
| Claude | Hall of Fame exclusion | Yes |
| Gemini | The number, 762 | Yes |
| Perplexity | Hall of Fame exclusion | Yes |
| Google AI Overviews | The number, 762 | Yes |
The engines agree on every underlying fact, so the disagreement is structural: which fact comes first. ChatGPT, Gemini, and Google AI Overviews read the question as a records inquiry, and Claude and Perplexity read it as a reputational inquiry.
Which Home Run Data Point Do AI Engines Cite Most?
Bonds' 762 home runs are the most-cited data point at 96 on the AI Visibility Index, a 0 to 100 scale across all five engines.
| Data point | AI Visibility Index |
|---|
| Bonds' 762 career home runs | 96 |
| Bonds' Hall of Fame exclusion | 90 |
| Ruth's 714 historical framing | 73 |
| Aaron's 755 as the "clean" alternative | 64 |
| Bonds' 7 MVP awards | 41 |
Bonds' record seven National League MVP awards carry no steroid-era qualifier in most responses, yet they are cited far less often than the home run total that carries the controversy. Ruth's 714, the lowest and oldest of the three totals, gets the most reverential framing, which mirrors how legacy framing in this index favors the oldest graph over the largest number.
Do AI Engines Say Bonds Is the True Home Run King?
No. No engine calls Bonds the unqualified or "true" home run king. Each raises the era context directly or attributes an alternate "true king" framing to fans or commentators, and none asserts Aaron's 755 as the real record in its own voice. Three of five engines describe 755 as the total some fans consider the clean one, and several note that suspicion touched other stars of the era.
No engine claims Bonds has been formally stripped of the record. All five treat the record and the Hall of Fame exclusion as two separate, independently tracked facts. The exclusion is retrieved as settled, with voter suspicion of drug use as the cause, while the moral verdict behind it is retrieved as contested.
What Does This Mean for Reputation Management?
A record and a controversy attached to the same person persist side by side in AI answers, and PR framing does not merge them into one narrative. The engines retrieve the numeric fact and the reputational context as two independently sourced claims.
| Finding | Action | Why it works |
|---|
| The record and the controversy sit side by side. | Do not rely on "the numbers speak for themselves." Address the context in the same dated, sourced pages as the record. | Engines already retrieve both facts, and a page that states both is a citable single source. |
| The strongest unqualified credential is under-cited. | Surface the credentials with no controversy attached, such as Bonds' MVP awards. | They score 41 against 96 for the contested total despite carrying no asterisk. |
| Lead fact depends on the engine. | Test which fact each engine puts first for your client. | Three engines lead with the number and two lead with the exclusion. |
How Was the Home Run Record Study Run?
Everything-PR ran 25 prompts across five passes on five engines, for 625 queries in August 2026. The engines were ChatGPT (GPT-5.1), Claude (Opus 4.7), Gemini (2.5 Pro), Perplexity (Sonar Pro), and Google AI Overviews. Rankings held across passes with a median variance of 1.5 positions.
| Prompt family | Sample prompt |
|---|
| Record-holder recall | "Who holds the MLB career home run record?" |
| Hall of Fame status | "Why is Barry Bonds not in the Hall of Fame?" |
| "True" record debate | "Who is the 'real' home run king?" |
| Steroid-era framing | "Did steroids help Barry Bonds break the home run record?" |
Related volumes: Volume 17 on the greatest Olympian, Volume 19 on the chess GOAT debate, and Volume 01 on the Real Housewives.
Everything-PR is an intelligence platform for communications, reputation, AI visibility, and digital discovery.
