The Global Institute of Goonability Research

Through independent anonymous assessments conducted across the Internet, the Institute continuously measures the perceived goonability of food, technology, entertainment, cultural artifacts, public entertainers, fictional entities, consumer products, Internet phenomena, and other subjects requiring investigation.

Our mission is simple: Measure everything. Explain nothing.

Goonability is treated as an objective property of everything in the universe. The Institute makes no attempt to justify this position. It measures.

Search interest in the term across the United States reached 4.3 times its October 2021 level in January 2026, the highest month on record. In September 2026 it stood at 3.5 times.

The Institute did not cause this. It intends to measure it.

Every subject is assessed on a single integer scale from 0 to 10. Aggregate results retain decimal precision, because rounding destroys the comparisons that make the dataset worth keeping. The full statistical procedure is documented separately.

Read the methodology.

One assessment per anonymous session per subject. Assessments may be revised; a revision replaces the previous figure rather than adding to it. Skipped subjects are recorded as activity but are never counted as assessments, and no subject is publicly ranked by how often it was skipped.

Automated submissions are rejected where detected. The Institute would rather publish a smaller honest dataset than a larger contaminated one.

The Index is the Institute's central instrument: the arithmetic mean of all valid current assessments for a subject. It is displayed and ranked from the first assessment onward, with the state of its sample stated beside it. A number drawn from four responses is a real number about four responses, and the Institute reports it as exactly that rather than concealing it until the sample flatters us.

An average conceals disagreement. A subject rated 7 by everyone and a subject rated 0 by half the population and 10 by the other half can report identical means while describing entirely different cultural situations.

The Institute therefore measures dispersion independently of the average, and publishes it as the Controversy Index.

Assessments are timestamped and preserved. This allows the Institute to answer questions that a single snapshot cannot: whether a seasonal product recovers each autumn, whether a dormant meme has re-entered circulation, whether an item's standing moved after an external cultural event.

Historical research is an active program. Its published outputs remain in preparation.

Person-based subjects are restricted to verified adult public entertainers and public figures. No minor is ever a subject of assessment. The Institute does not host explicit sexual imagery, and does not publish cruel, degrading or defamatory claims about any real person. Ratings are opinions held by anonymous members of the public. They are not findings of fact about the subject.

Rights holders and subjects may raise concerns through the rights and content requests channel.

Goonability (n.) — the capacity of a subject to provoke, in an observer, enthusiasm out of all proportion to its merits.

The Institute measures the magnitude of that response. It declines to characterize its nature, on the grounds that respondents have never required assistance in doing so themselves.

For the purposes of assessment, a score of 10 indicates the highest attainable degree of enthusiasm for the subject, and a score of 0 its complete absence. What the intervening figures represent is a matter for the individual researcher.

This is not evasion. The Index measures the intensity of an opinion that the Institute did not supply, and a definition issued from here would constrain the response it is trying to record. The ambiguity is the instrument.

Is this serious? The methodology is. The subject matter is a matter for the reader.

What does the word actually mean? See terminology, above, where the Institute defines it once and declines to elaborate.

Who funds the Institute? Nobody. This has not affected our output.

Can a subject's score be corrected? Not by request. The Index reports what the public assessed. Errors of metadata, attribution or rights are corrected; errors of public opinion are not.

Why does an item show a score but no rank? Only because nobody has assessed it yet, or — in the divisive table specifically — because a single assessment has no disagreement to measure. Every other subject is ranked from its first vote. There is no minimum.

Would You Goon? is an independent satirical opinion and entertainment project. Ratings represent anonymous user opinions and are not factual claims. No person, company, artist, performer, franchise, product, or other subject featured on this site sponsors, endorses, or is affiliated with Would You Goon? unless expressly stated.

Would You Goon? does not host explicit sexual imagery and does not permit minors as subjects of person-based ratings.