Debug groups of runs, not one at a time

864 restaurants — ordering platform not identified

No known POS DOM signature matched during the automated crawl. POS vendor drives checkout, upsell, and bundle detection logic for every downstream workstream — these need manual identification or a new platform signature.

522 restaurants — agent flagged extraction limitations

The agent self-reported uncertainty while extracting this menu — ambiguous brand, hidden pricing, or a broken modal. Real notes, not synthetic disagreement.

Disputed POS signature

The POS-detection agent found a conflicting or unverified platform signature — two runs disagreed on which ordering platform this restaurant uses.

Recoverable environment closures

Not an error — the restaurant was closed at the real, posted business hours when the agent attempted checkout simulation. Resumes automatically at the next valid window.