Subject studded with 3+ emoji — marketing / promo spam fingerprint
subject-excessive-emoji
What this tier means
Warning signal — bulk / marketing / mild spam. Contributes to the trash score but is not by itself sufficient.
How Gorganizer detects this
The subject line contains 3+ emoji characters. Marketing spam and promotional blasts stud subjects with emoji (`🎉🎁🔥 Flash sale 💰`) to grab attention in the inbox list preview. Legitimate transactional and personal senders use at most 1-2 emoji per subject — one for brand identity or a seasonal icon, occasionally a second as punctuation. Three or more crosses into the pattern-matched shrill-marketing territory. Detection uses the Unicode `\p{Extended_Pictographic}` class with the `u` flag, which correctly covers smileys, pictographs, dingbats, and symbols across all emoji blocks. CJK characters, Cyrillic, Arabic, and every other non-emoji script are outside this class and do not false-fire. Compound ZWJ emoji (family emoji, 👨💻, etc.) count each internal pictograph as a match, which is correct because they visually crowd the subject the same way plain emoji do.
False-positive guard
Every signal in Gorganizer feeds a multi-module score — never a sole verdict. This is a warning-tier signal — bulk / marketing / mild spam. It contributes to the trash score but never triggers deletion on its own. Gorganizer requires multiple signals + a margin over the safety floor before any email is moved to trash.
About the scoring engine
Gorganizer's scoring engine emits over 1,800 signals across six modules — headers, sender, subject, body, attachments, and structural metadata. Every email is scored by every module independently; the final verdict requires multiple modules to agree and the trash score to beat the safety floor by a margin.
Sacred safety guards — never delete starred emails, replies, calendar invites, receipts/invoices, or attachments — apply unconditionally regardless of any signal.
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