Demo tourFirst time here? Start like this
- Search a word — try Claude OpenAI MCP or use the search box at the top. It first looks through collected conversation; for a word that is not there, the results page offers Search the web now (3 per visitor).
- See whether it matters — the big verdict on this page (calm / watch / rising / alert) answers "do we need to act now?"; below it are the stories driving it and the rules that fired.
- Triage mentions — on the Mentions page, mark each one to do / done / ignored, like an inbox.
- Add your own subscription — on the Subscriptions page, enter a brand name and its usual spellings; verdicts and mentions then filter by it. For a new name, run Search the web now once on the mentions page to get data; a self-hosted install collects on a schedule.
Your changes are visible only to you; press Reset in the yellow bar at the top to start over at any time.
How to read this page: verdict first → then the stories driving it → then the caliber (Zone 7, every threshold printed)
01Verdict · All keywords · 24h
Elevated
The conversation is heating up; review the driving stories today.
Evidence quality · high93/100
Evidence quality = how hard the evidence is (sample, sources, baseline, freshness), not how severe things are. The verdict and the evidence score are two different things.
- bluesky, reddit are newly connected (173 mentions) with no history, so they are left out of the volume ratio.
- Volume is 59.8× baseline (threshold 2.0×).
- To reach Alert: needs both: 0 more comparable mentions and 167 more negative mentions
03Volume & sentiment
609 mentions in 24h, 59.8× baseline
Daily mentions
Sentiment split
Daily mean sentiment (−1 to +1; days without mentions break the line, never interpolated)
04Stories driving it
Story clusters ranked by mentions
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1
One HTTP Request and the Tool Shows Up https://nicheof.one/feed/one-http-request-and-the-tool-shows-up/ 14 mentions · Negative 0% · first seen bluesky
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2
Claude Duet app is Anthropic bet on agents 13 mentions · Negative 0% · first seen google-news · 3 Source
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3
Uber gives more than 30 , 000 staff OpenAI ChatGPT Work agent 6 mentions · Negative 0% · first seen google-news · 2 Source
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4
Could Anthropic's Compute Spend Outpace Its Revenue Growth? - The Motley Fool 4 mentions · Negative 0% · first seen google-news · 2 Source
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5
Harrison Chase expands LangChain’s AI agent tools LangChain co-founder and CEO Harrison Chase discusses AI ap… 4 mentions · Negative 0% · first seen bluesky
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6
Anthropic’s Ambitions in Legal Technology Get a Reality Check - Bloomberg Law News 3 mentions · Negative 0% · first seen google-news · 2 Source
05Source × sentiment
Source
| Source | n | Share | Negative | Mean |
|---|---|---|---|---|
| google-news | 220 | 36% | 13 | +0.06 |
| bluesky | 130 | 21% | 10 | +0.02 |
| gdelt-news | 79 | 13% | 9 | +0.03 |
| lemmy | 75 | 12% | 17 | -0.00 |
| hn | 62 | 10% | 7 | +0.03 |
| 43 | 7% | 10 | +0.07 |
06Data health
Data sources
| Source | Status | Last stored | In window | Total |
|---|---|---|---|---|
| google-news | Fresh | just now | 220 | 314 |
| hn | Fresh | just now | 62 | 134 |
| bluesky | Fresh | just now | 130 | 130 |
| lemmy | Fresh | just now | 75 | 114 |
| gdelt-news | Fresh | just now | 79 | 89 |
| Fresh | just now | 43 | 43 |
07Caliber & assumptions
Verdict rules · Evidence-quality breakdown
07Caliber & assumptions
Verdict rules · Evidence-quality breakdown
| Condition | Result |
|---|---|
| n < 5 | Insufficient data |
| Mentions ≥ 3.0× Baseline & Negative share ≥ 30% | Alert |
| ≥ 2.0× Baseline | Negative share ≥ 35% | Elevated |
| ≥ 1.5× Baseline | Negative share ≥ 20% | Watch |
| — | Calm |
| Baseline = mean daily mentions over the 28 days before the window × window days. Sources with no history before the window are excluded from the ratio (counted in every other number). | |
| Part | Score |
|---|---|
| Sample size (50+ mentions = full) | 30 / 30 |
| Source spread (3+ sources = full) | 20 / 20 |
| Comparable baseline (share of mentions from sources with history) | 18 / 25 |
| Sentiment backend (lexicon baseline) | 5 / 5 |
| Freshness (newest mention ≤6h = full) | 20 / 20 |
| Evidence quality | 93 / 100 |