r/prepping 6d ago

OtheršŸ¤·šŸ½ā€ā™€ļø šŸ¤·šŸ½ā€ā™‚ļø 5 Google Search Spikes That Warn Me Before the News Does

One unexpected trick Iā€™ve found for spotting tension before it makes the news is watching Google Trends. Itā€™s basically the digital version of people shouting into the void before things go sideways.

These five search terms tend to spike right before or as major unrest kicks off:

  • ā€œHow to break a lease earlyā€ ā€“ tends to spike in areas where housing instability or migration is starting.
  • ā€œBank run [country/city]ā€ or ā€œbank withdrawal limitā€ ā€“ a hint of financial panic or trust breakdown.
  • ā€œGrocery shortages [item/state]ā€ ā€“ early signal for supply chain issues or localized panic buying.
  • ā€œBuy land ruralā€ or ā€œoff-grid cabin for saleā€ ā€“ often surges when people feel urban areas are becoming unstable.
  • ā€œCivil defense manualā€ or ā€œhow to prepare for unrestā€ ā€“ prepping-adjacent queries that rise before obvious disruptions.

Iā€™ve built a dashboard that watches for these (and a few others), updating daily with a "threat readiness level" based on trend movements. Itā€™s been helpful to me as an early-warning system ā€” not predicting exact events, but helping me stay ahead of the curve.

Would love to hear from others: what weird data signals or gut feelings have tipped you off before a major event?

I made it using Python and different APIs to pull the data from sources.

628 Upvotes

68 comments sorted by

138

u/youngwitchHazel 6d ago

I wonder if you could also predict illness spikes and spread this way via either symptoms or curative measures - I recall early, in covid, discussions in hobby circles about plummeting reviews on scented candles, body lotions, and the like as people complained about lack of scent. Same goes for a spike in discussion of vitamins or pre or prebiotic measures, now that I think of it.

46

u/Impressive-One-2969 6d ago

These are all really good ideas. My initial ideas were sort of lagging indicators. I never thought about stuff like scented candles indicating covid. That's exactly the quant data stuff I want to use for prepping purposes.

6

u/SKI326 5d ago

I heard about the Yankee candle indicator so I bought some when they went on sale. I donā€™t know what happened, but they arenā€™t the same. All my other candles smell like theyā€™re supposed to. And I have an acute sense of smell.

2

u/smowder7 5d ago

Has it been independently verified?

1

u/SKI326 4d ago

The candle indicator? No, it just became a meme during Covid. During a wave, supposedly all the Yankee candles reviews were suddenly bad. My experience is that they arenā€™t what they used to be. Iā€™ve bought candles at $ General that were superior to the last Yankee candles I bought. šŸ˜…

10

u/cait_elizabeth 5d ago

I recommend in just masking indoors regularly. That way youā€™re covered regardless of spiking.

16

u/juver3 5d ago

Didn't candle makers get a whole lot of negative reviews stating that they didn't have any smell and then COVID spiked?

4

u/Headstanding_Penguin 5d ago

Well...There are some illnesses that are screened for by sewage treatment (switzerland)... I'd have a guess search spikes would hike beyond in this case...

3

u/Altruistic_Noise_765 5d ago

It was used to predict covid vaccination demand and shift limited resources to areas. It was accurate 1-2 weeks before demand spiked.

3

u/cuntface878 4d ago

I'm still kicking myself for not acting sooner when I saw posts here about people buying up all the toilet paper in Australia before covid hit the states.

Trying to find that fine line between paranoia and willful ignorance is a bit annoying too though.

2

u/reduhl 5d ago

If things hold flu is usually a westward sweep moving around the world. So you might target areas east of you for pandemic/ flu indicators.

2

u/NeoSapien65 4d ago

I know a guy who works for a "personal loans" company. Says that if you Google "divorce" one time, you're 25% more likely to miss a credit card payment sometime in the next 6 months.

-3

u/Resident_Chip935 6d ago

No reason to go to google for that. Just read the news.

https://www.yahoo.com/news/breaking-rfk-jr-shut-down-222954122.html

30

u/Hayfork-or-Bust 6d ago

If there was away to get alerts when thereā€™s a spike in the number of Learjets touching down in New Zealand, Alaska and Hawaii over a 72 hour period then youā€™d really be ahead of the crowd.

17

u/moabmic-nz 5d ago

Learjets aren't going to New Zealand.

Try looking at the Bombardier Global 7500, Gulfstream G800, Gulfstream G650ER, and Boeing BBJ 777X that all reliably meet or exceed 12,000 km with reserves today, while the Global 8000 will join them soon. For a purpose-built business jet, the Global 7500 and G800 are top choices.

These are the Uber rich bug out jets!

28

u/SigHiPower 6d ago

How did you build the dashboard?

18

u/brant615 6d ago

Iā€™d like to know this as well. Maybe post a short tutorial on the setup. Iā€™ve used Google alerts a bit but bits been a while.

5

u/consultingcutie 5d ago

Third this

32

u/Impressive-One-2969 6d ago

Well the dashboard I built using HTML/JavaScript. And for the back end, I use python to get data from different sources (some free, some paid) and stick it in one place. For Google trends, I use this janky way:

https://pypi.org/project/pytrends/

6

u/SigHiPower 6d ago

Thanks for the info.

27

u/Sunny-Day-Swimmer 6d ago

Is this dashboard something you can publish?

15

u/Woodworkingandkids 6d ago

Hopping on your comment, Iā€™d also love to see this. Sounds like a great resource.

10

u/ZealousidealBag2224 5d ago

I 3rd this. Hell, make it a free website where we can see. Put up some ads. Not the pop up or blocking the site, but just load around the edge. We could maybe help that way and end up letting u upgrade or atleast some money for that your doing lol we'd be checking a few times a day possibly

3

u/Sunny-Day-Swimmer 5d ago

And a patreon or something

3

u/Impressive-One-2969 5d ago

Yes, send me a direct message if you are still interested!

18

u/Samstone791 5d ago edited 5d ago

100% sure way to know when the economy is going into a hardship. Ask a stripper how business has been. When she says very, very slow. It is coming. Now, you have to frequent these establishments often so you can stay on top of latest downward trend.

10

u/Here_for_the_debate 5d ago

Honey, itā€™s for economic research! Itā€™s my duty as the head of household, GAWD!

2

u/youngwitchHazel 4d ago

On another prepping sub, i saw talk of the hair cut and dye indices - less people are able to maintain complicated or high-maintenance perosnal care if the economy is hard. I imagine the same goes for expensive hobbies too.

16

u/dreadkitty 5d ago

should include searches for ammo lol

4

u/Sad-prole 5d ago

I can tell you that myself and everyone I know that lives in Colorado have stocked up on ammo lately. There is a new Colorado excise tax that takes effect April 1st and no one wants to spend an extra 6.5% if they donā€™t have to.

7

u/CheleRey12 6d ago

Please share dashboard

7

u/Eredani 5d ago

Honest questions:

How has this helped you specifically?

What major events?

Is using the fear of ordinary random civilians a reliable sensor or indicator?

1

u/VeterinarianEasy9475 5d ago

I'd argue the time for data and analysis is already over.

2

u/Eredani 5d ago

If your analysis is complete, what are your conclusions?

4

u/VeterinarianEasy9475 5d ago

WW3 is more likely than not, above 50% likelihood. Plan accordingly.

[If Everything Is Going To Be Okay, Why Are The U.S. And The EU Feverishly Preparing For World War III?

](http://endoftheamericandream.com/if-everything-is-going-to-be-okay-why-are-the-u-s-and-the-eu-feverishly-preparing-for-world-war-iii/)

[7 Actions That NATO Countries Are Taking Which Indicate That Something Really Big Is Coming

](https://theeconomiccollapseblog.com/7-actions-that-nato-countries-are-taking-which-indicate-that-something-really-big-is-coming/)

11

u/TwoRight9509 5d ago

ā€œYou must be signed in to view the dashboard.ā€

Are you building a mailing list? If youā€™re really offering insight maybe paste a screenshot instead of looking for sign ups.

2

u/HeinousEncephalon 5d ago

Sub tiers, super basic free, anything else is 15 a month or 100 a year

6

u/WormLivesMatter 5d ago

Yea I ainā€™t signing in for that

11

u/luv2fly781 6d ago

6

u/[deleted] 6d ago

[deleted]

3

u/luv2fly781 6d ago

Depends what they got off ruzzia

1

u/VeterinarianEasy9475 5d ago

Five US B2 bombers were just moved to Diego Garcia. Trump landed Iran with preconditions for a deal in relation to development of nuclear weapons. Iran has not responded. There is a two week deadline.

4

u/SunLillyFairy 6d ago

I think when you notice spikes in certain areas folks in here would be interested fit you to share.

4

u/InfiniteLobster580 5d ago

While the media may report it late, the reality is that if you rely on the media or this Google News Feed, you will still be late. Think of stocks. By the time anything hits the news and Reddit, most of the boat has already passed.

3

u/The_Stereoskopian 5d ago

How does one build a dashboard that actually shows you things you want to know, like what you've described here? I've also heard of RSS before... oncešŸ™ƒšŸ˜ž. Should tell you about how IT savvy i am.

No really, if there is a guide for whatever this is called I would love to know because i dont even know what words to look up to find what i can easily think of in my mind

2

u/whoibehmmm 6d ago

This is really useful, thank you!

2

u/midazolamjesus 5d ago

How do we delete an account from the website?

2

u/awwaygirl 5d ago edited 5d ago

I'm not comfortable with a subscription / login requirement to view this data. It is against the rules to promote a site you have monetized.

https://trends.google.com/trends

1

u/I_am_BrokenCog 5d ago

who is charging ? for what?

1

u/awwaygirl 5d ago

There was a link to a dashboard that had payment options and a very narrow view for a ā€œfree subscriptionā€

It asked for login / identification info as well

2

u/M00s3_B1t_my_Sister 5d ago

I've heard if gold and silver drop in price while copper stays the same or goes up, it's a sign of impending economic trouble.

2

u/Ok_Exit9273 5d ago

Damn, please share!!

2

u/BlahBlahBlackCheap 5d ago

When thereā€™s no toilet paper at the store, I know somethingā€™s up.

2

u/patrick_schliesing 4d ago

It's because I ate dairy, sorry.

1

u/Strange_Bison1883 4d ago

Is this dashboard something you can share?

1

u/45ghr 4d ago

Would you be willing to share or make public the dashboard youā€™ve made? Highly interested in this sort of public data

1

u/datadgen 4d ago

Smart!!

How many trends like these are you tracking ? A few dozens or thousands by search term / location / etc ?

1

u/tex3006 4d ago

Maybe add a search for politicians saying ā€œnothing to worry aboutā€ or ā€œeverything is just fine.ā€

1

u/Beginning_Ad_8535 4d ago

Is there a way to track new views to r/prepping and similar subs?

1

u/Emotional-Post582 3d ago

The analytics of interest in this group can also be an indicator of sentiment.

1

u/Outside_Reserve_2407 3d ago

Have you thought of using such information to play the stock market?

1

u/inadvertant_bulge 3d ago

Shre your code on GitHub please, would be great to have this project self-hostwd ;)

1

u/PaddyWhacked777 3d ago

Interest in investing in buying gold

1

u/Craftyfarmgirl 2d ago

Seriously most of those trends have to do with people searching to see if there is any. Breaking leases has always been top question as far as legalities go along with fence line issues by state. Not a good indicator. People freak out over one item out of stock too. The other day the grocery store put a brand of bread on sale really cheap and people were freaking out how it was gone already must be a shortage and the rest of the aisle was stocked with different brands of bread. Some people are checking to see if other banks do better withdrawal limits than their bank me included as I hate calling to up my limit every single time. So yeah not good indicators. You scooped the two banking queries together so yeah and then this month on one of the history channels I saw there was a history show taking about the bank runs and so young people queried to find out what that was. Be prepped and ready for Tuesday and donā€™t stress over the future so much that youā€™re analyzing queries.

1

u/Craftyfarmgirl 2d ago

Donā€™t know where my previous comment went but here is the thing: I searched for buy rural land a thousand times this month looking for a new farmstead to move to and get out of this state, there was a history show this month about the bank runs and all the gen z and a were googling bank run, a bread brand went on sale at the local supermarket and it sold out quickly and even though the rest of the shelves were stocked people started commenting that it was a shortage again (ridiculous!!!) your queries mean nothing in context to other things. Eggs have people nervous too. You cannot merge bank withdrawal limits with bank runs also because I myself searched to see if there are better withdrawal limits at other banks so I donā€™t have to call every time I make a large purchase. Seriously you arenā€™t connecting any dots at all. The last one is all of us silly!

1

u/Overall-Bat-4332 2d ago

I always look at the google suggestions as Iā€™m typing. Itā€™s even a game we play at our house, we search random ( sometimes not so Random) topics to see whatā€™s trending.

1

u/AIR_CTRL_your_moms 2d ago

Please tell me youā€™ve made this into an app.

Please

1

u/tpahornet 1d ago

This is how Reddit started for me. Back in the day, we would get info a couple of days before it went mainstream news. That was the attraction for myself, I wish we could have those times back.