Trend Engine: AI-Powered News & Trends

One of the gaps I kept hitting in SEO audits was the **lack of a clean visual archive** of SERPs across time — especially for high-value commercial queries.

So I built a desktop tool (macOS, Electron + Chromium) that:

\- Accepts a keyword list

\- Automates browser sessions

\- Captures full-page SERP screenshots

\- Saves them locally for comparison

It’s not scraping — it captures what a real user sees, including any A/B variations or local result shifts. Helpful when analyzing SERP volatility or preparing reports for non-technical clients.

Curious how others are handling **visual SERP tracking** — and whether there’s a better way to structure this process.

Can share a demo or the tool if anyone’s interested.

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not sure what the spikeyness is caused from… was thinking weekends maybe?

FX vol surface for EURUSD above

Hi all

Iv been developing my own stratergy and completed (they are never complete right?) my engine and deployment system.

My strategy shows good promise but is fully technical (loosely based around opening range, RVOL and technical sentiment / daily bias)

I’m looking to throw market sentiment into the mix and see if I can add to my directional bias to sharpen confluence.

I’m potentially looking to gather news scoring on ticker level and looking to create a weighted moving average to sentiment score, short term due to ORB frequency, perhaps 7 days weighted.

Can anyone recommend if this is a good / typical approach?

Can anyone recommend and data sources? I’m looking at market aux at the moment, any good?

Ideally it would be nice to get some free data for a couple of years, a couple of tickers so I can prove concept before paying for data, delay is fine as it’s only for back testing – if anyone has this data to hand for a ticker or 2 I would appreciate a share just for testing (not being tight, I just dont want to pay for a sub for a conceptual idea)

Longer term, my system uses around 15 tickers but I have collected detailed spread and 8 years of 1m data for around 50 tickers so if it shows promise I would like to interfere on all of the tickers for testing.

Thanks.

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Hey all!

TIA for any assistance or advice…

So, I’ve been throwing $20/month into BTC for some time now, and am seeing what everyone here knows. It’s a great investment.

My question is, how can I really make my investment strategy better moving forward, and if you all had any tips or advice that might help me continue to realize these profits, and, although I don’t think I’ll ever be a BTC millionaire necessarily, (certainly not at this rate) However, I’m getting older, and would like to have a decent nest egg in the next 10 years if possible.🤞🏻

Being on a fixed income, I don’t have much in the way of income to invest, however, I’ve been considering trying a few things that might give me the ability to ramp up my investment.

One think I’m considering, is changing my strategy, and instead of distributing my monthly investments into stocks and other crypto, to take all of my earmarked “savings” income just to BTC.

That’s not to say that I’ll take ALL of my monthly free cash to BTC, but rather triple or quadruple my BTC investment to say, $100/mo, and furthermore, extract all profits from my other investments and put them to work on BTC each month. Kinda like a “dividend reinvestment”

I know obtaining as much BTC will likely be everyone’s opinion, and that is my goal, however, if anyone here has some tips or strategy that has helped you build up your “Hodlings”, with limited cash flow, I’d love to hear them!

Thanks in advance!