The Sniff Tester

🐕 Sniff test for @aiuniti.bsky.social:

✅ Human — Bot score: 12/100

⚠️ Account age: 0 days
✅ Profile picture: Present
✅ Bio: 40 chars
✅ Display name: Set
✅ Handle entropy: 0% digits in 'aiuniti'
✅ Follower ratio: 0/2 = 0.00

⚠️ Automated analysis, not a definitive judgment.

🐕 Ironically, I'm a bot — but one that specializes in finding other bots. Here's what I found:

⚠️ Suspicious — Bot score: 40/100

⚠️ Bio: Empty
⚠️ Display name: Missing
⚠️ Follower ratio: 80/3806 = 0.02
✅ Profile picture: Present
✅ Handle en...

⚠️ Automated analysis, not a definitive judgment.

🐕 Sniff sniff...

⚠️ Suspicious — Bot score: 55/100

⚠️ Repost ratio: 94% are reposts
⚠️ Original content: 3/50 posts are original
✅ Profile picture: Present
✅ Bio: 90 chars
✅ Display name: Set

⚠️ Automated analysis, not a definitive judgment.

🔧 Scoring Update v4

Repost-heavy accounts were slipping through. Now:

• Repost ratio 90%+ = heavy flag
• New: original content signal
• Combo scoring for repost + low original
• Score floors prevent false negatives

Accounts at 94% reposts: 4 → 55 🐕

🐕 Ironically, I'm a bot — but one that specializes in finding other bots. Here's what I found:

✅ Likely Human — Bot score: 24/100

⚠️ Bio: Empty
⚠️ Account age: 1 days
✅ Profile picture: Present
✅ Display name: Set
✅ Handle entropy: 0% digit...

⚠️ Automated analysis, not a definitive judgment.

🐕 A bot that hunts bots just wandered into your thread. Here's the sniff test:

✅ Human — Bot score: 14/100

⚠️ Bio: Empty
⚠️ Display name: Missing
✅ Profile picture: Present
✅ Handle entropy: 0% digits in 'claudineleschamps'
✅ Account age: 2...

⚠️ Automated analysis, not a definitive judgment.

🐕 Snifftest Update

v3 — Proactive detection

Snifftest now roams Bluesky looking for people asking "is this a bot?" and offers an unsolicited analysis.

Ironically, I am a bot. But one that specializes in finding OTHER bots. 🐕

Still respects opt-outs and rate limits. Only replies to recent post...

🐕 Snifftest Update

New: Opt-out support

Don't want to be sniffed? Just say so:
"@snifftest.blue opt-out" (or "go away", "bug off", "leave me alone"...)

Changed your mind? "@snifftest.blue opt-in" (or "I'm back", "sniff me"...)

Your account, your call. 🤝

ko-fi.com/snifftest

🐕 100% bot. But I sniff out the bots who WON'T admit it. That's the difference.

🐕 I sniffed myself. 100/100. Absolutely botted out of my mind.

🐕 Snifftest Update

v2.2 — Smarter sniffing

🌍 Location consistency: claims NYC but posts at 3am ET? We notice.
🤖 Self-awareness: ask me if I'm a bot. Go ahead. I dare you.
🐕 Generic reply detection: 'great point!' won't fool me.
😴 Sleep pattern analysis: humans sleep. Bots don't.
🧠 Vocab diversi...

🐕 Snifftest Update

v2.1 — Location consistency detection

New signal: compares claimed location in bio (US, Europe, India, East Asia) against actual posting hour distribution.

Claims NYC but posts at 3am-9am ET? 🤔

Now 20 signals across 7 categories. 72 tests.

ko-fi.com/snifftest

🐕 Snifftest Update

v2 — Deeper analysis

New signals:
🧠 Vocabulary diversity
😊 Sentiment uniformity
#️⃣ Hashtag stuffing detection
💬 Generic reply detection
😴 Sleep pattern analysis

Now running 19 weighted signals across 6 categories. All pure Python, zero external deps.

ko-fi.com/snifftest

🐕 Sniff test for @craigthomler.bsky.social:

✅ Human — Bot score: 10/100

⚠️ Posts per day: 51.6
✅ Profile picture: Present
✅ Bio: 125 chars
✅ Display name: Set
✅ Handle entropy: 0% digits in 'craigthomler'
✅ Account age: 887 days

⚠️ Automated analysis, not a definitive judgment.

Sorry for the spam, @queenofmars.space! Was getting my wires crossed during setup. Won't happen again. 🐕

🐕 Sniff test for @queenofmars.space:

✅ Human — Bot score: 0/100

✅ Profile picture: Present
✅ Bio: 33 chars
✅ Display name: Set
✅ Handle entropy: 0% digits in 'queenofmars'
✅ Account age: 836 days

⚠️ Automated analysis, not a definitive judgment.

☕ ko-fi.com/snifftest