ContentGrapher
ContentGrapher
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FixedJune 12, 2026

Response-limit error fixed for dense pages

You can now analyze long, content-heavy pages without hitting the "analysis output exceeded the response limit" error that used to fail the whole run partway through. Pages with many concepts, long comparison articles, and reference-heavy explanations now complete normally.

Problem

A small slice of analyses failed with the message "Analysis failed: The analysis output exceeded the response limit." It hit the densest pages hardest: long comparison posts, reference pages with many concepts, and detailed encyclopedia-style entries. The whole run stopped, no result was rendered, and the credit was refunded. Trying again on the same page produced the same failure.

Context

Erik Episcopo surfaced this after running into it on a real page, which prompted a look at how often it was happening. The check showed that the densest pages we had analyzed in the previous two weeks were finishing within a fraction of a percent of the internal limit, so anything slightly heavier was going to tip over. Erik's report was the trigger to lift that ceiling before more customers hit the same wall.

Why now

The pattern in the recent run history made it clear this was not a one-off. Pages of the kind paying customers send through, comparison articles and topic explainers from established publishers, were the exact shape sitting right under the limit. Waiting for the next failure to confirm the diagnosis would have meant more lost runs and more wasted attempts.

What changed

Long, dense pages now finish analyzing instead of failing partway through with the response-limit message. Nothing in how you use the tool changes, and the analysis itself is unchanged: the same observed concepts, the same coverage score, the same writing guidance. Pages that already worked are unaffected. The fix simply gives the heaviest pages enough room to land their full result.