Eight rhetorical lenses read your page in one pass. Ten slides on how that works, and on what you get back.
Absolute figure, reference class, time window, fixed denominator — as text, before any chart, at every density. A figure missing one of the four is not shown.
Counted at the sentence, under the single strongest appeal present. Fourteen sentences carry two; the rule travels with the number.
Each claim is checked against every other claim and against the landscape branch. Where two sources disagree, the pair is queued rather than averaged — an average would hide the one thing worth reading.
Confidence counts sources that agree — not the engine's feeling about its own output. One source is low, three is high, none is unverified and says so on the face.
The claim, the reasoning, the moves. Three registers today — plain, considered, on the record — and the same counts under all three.
Every label, every button, every condition line. A string table, scanned at runtime — the model never writes the furniture.
quoted spans in this read, each byte-identical to the source and each carrying a locator — block and paragraph, or a URL.
A span that cannot be located is not quoted. Where the page later changes, the reference dates rather than breaks: the read records what was there on the day it read.
Eight lenses, one page, one read: how your competitors argue, the beat your story is missing, and every claim you never proved. The engine says what it did, and shows you where it looked.