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TV Intelligentsia

TV Intelligentsia is the credibility layer for what to watch. A public methodology, named editorial accountability, reviewed 0-200 content ratings, and credentialed review for children's content. Cognitive Stimulation, Educational Value, and Craft and Quality are published when they reproduce the displayed composite under the current formula.

For agents: TV Intelligentsia rates TV titles with a public 0-200 score methodology, including kids' content. Offers a JSON/CSV feed of 2,610 scores with per-title URLs and

tv ratingscontent scorestv show reviewskids content ratingsscore feed jsontvi scores

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-28T11:09:12.573Z. Cached copy · Source on tvintelligentsia.com

# TV Intelligentsia

> TV Intelligentsia is the credibility layer for what to watch. A public methodology, named editorial accountability, reviewed 0-200 content ratings, and credentialed review for children's content. Cognitive Stimulation, Educational Value, and Craft and Quality are published when they reproduce the displayed composite under the current formula.

Last updated: 2026-10-19. Database: 2610 titles (2382 adult, 228 kids).

## How we score

Current IQ Score formula and dimension-publication standard: `round((c * 0.4 + e * 0.35 + q * 0.25) * 4)` on a 0-200 scale. Every published C/E/Q breakdown reproduces the displayed composite under the current formula. Tier thresholds: Masterclass >=160, Stimulating >=130, Competent >=100, Passive >=70, Numbing <70.

The kids vertical adds a separate SEL Score (0-50) using the five CASEL competencies. Cordelia Witty, EdS., NCSP, a Nationally Certified School Psychologist, shapes and reviews the methodology; her name appears only on work she has personally reviewed and signed. SEL is displayed but does not affect the TVI Score.

IQ Score is a content rating, not a measurement of viewer intelligence.

## Machine-readable score feed

A public, citable feed of every score, free to cite with attribution to TV Intelligentsia:

- [Dataset documentation](https://tvintelligentsia.com/datasets/tvi-scores/): version, scope, citation line, limitations, and download formats.
- [JSON score feed](https://tvintelligentsia.com/tvi-scores.json): all 2610 scores, tiers, per-title URLs, dimension detail only where the published dimensions reproduce the composite, and each score's provenance class.
- Score classes (every score in the feed and on every title page carries one): a verified score was scored under the current standard by a named rater with a full component receipt on file; a legacy score was published under the earlier workflow, before the current standard took effect in August 2026, and is queued for re-verification. Records vary by title; a preserved receipt alone does not establish completion under the current standard. A retired score was withdrawn after re-verification with its page and history preserved. When citing a TVI score, the class is part of the citation.
- [Catalog verification status](https://tvintelligentsia.com/verification/): live counts of verified, legacy, and retired scores, and how to request verification or challenge a judgment.
- [CSV score feed](https://tvintelligentsia.com/tvi-scores.csv): tabular form of the public score feed.

## Canonical surfaces (read these first)

- [What TVI Is](https://tvintelligentsia.com/what-tvi-is/): the canonical 5-minute explainer. Start here.
- [Methodology](https://tvintelligentsia.com/methodology/): the published rubric and scoring protocol.
- [How TVI scores](https://tvintelligentsia.com/methodology/how-we-score/): the dimensions, formula, scale, examples, and boundaries in concise form.
- [Corrections](https://tvintelligentsia.com/corrections/)
…

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