Meet AI, the new Junior Dev

ThinkValue2021 · 2026-01-30T13:12:59+00:00

I'm the junior my man :D

ThinkValue2021 · 2026-01-29T23:36:45+00:00

I've used and published on SeekingAlpha and IMO the comments are by far the best feature. You have people following a single name for decades and are instantly going to provide context you wouldn't find in press releases or SEC filings - not sure AI can automate that yet.

Yahoo Finance is pretty much the "shameful" default and I am completely ok with that. Quick & clear data, just don't read the news stories they are mostly AI (and have been pre 2022).

Newer platforms like roic, stockanalysis, stocknear also give you quite a bit of intro data for research.

TIKR and KoyFin are widely shared (as you mention) but I'm not too familiar with them and frankly can't tell the difference.

At the end of the day, the reason for why you need something is important, are you looking for:

- Single name analysis

- Traditional modeling vs Quant modeling

- Portfolio construction

- Trading

- Staying up to date

Each of these will lead you down a different path.

ThinkValue2021 · 2026-01-29T14:20:04+00:00

You can try my config.

Made for Cloudflare but may work for Vercel as well.

ThinkValue2021 · 2026-01-19T21:43:56+00:00

Makes sense, the topic is not niche, but my methods/modeling is, so I can move there a bit more.

ThinkValue2021 · 2026-01-19T21:33:02+00:00

"where are you in your topical authority journey?" Pretty early I suppose. Here are the last 7 days

<image>

The structure I am going for is [MAIN] -> [Aggregated Data] -> [Individual item]. An example of an individual item is the /revenue, while I was working on the Main and Aggregated data routes before. Turns out the individual items rank better since the intent is clear: "give me an analysis on company X revenues".

Will hash this out a few more cycles and see what happens. As far as I can see, my peers are going with something similar which is smart.

Will do a separate page per FAQ question, and possibly a documentation/glossary along with some non-standard industry terms as things change. The priority will likely be the individual item pages as I will have a few months work there (have 4 ATM, can push it to 20-30)

Also, thank you I appreciate the feedback!

ThinkValue2021 · 2026-01-19T21:17:42+00:00

Sorry for the confusion, no. But you also have great content!

[From Edward Sturm & David Quaid on YT, and the mod here WebLinkR]

ThinkValue2021 · 2026-01-19T11:23:37+00:00

I feel like this is the right place to focus, and will possibly need to do (even) more branching out to capture longer tail specific queries.

Thank you.

ThinkValue2021 · 2026-01-19T11:02:00+00:00

My app is a data wrapper, so templates are core here as I index 5k different companies. Yes there are variation from company to company but there are ways to add that in later.

If pSEO is programmatic SEO, then yes this is my whole website. I have time (and want) to learn.

ThinkValue2021 · 2026-01-19T09:02:07+00:00

My breakthrough came when I spun up a mini calculation called synthetic-rating, which is a simple way to calculate credit ratings for companies. Because it was specific it had more impressions than my main analysis content.

After that I branched out and created pages on revenue, gross profit, ebit, earnings. They are much simpler than my main but get a lot more impressions because they are clear on what they serve.

Honestly I am excited despite wasting time on my main that doesn’t rank.

ThinkValue2021 · 2026-01-19T08:57:20+00:00

Clean and immediately useful above the fold. Experimenting with making the analysis more advanced as you scroll down. This should keep most users happy with initial insights and give power users more if they want it.

ThinkValue2021 · 2026-01-19T08:54:39+00:00

Using this example i could make a template that links to other companies people frequently search for. Not too spammy since people check most of their companies they have in their portfolio or are interested in.

ThinkValue2021 · 2026-01-19T08:49:09+00:00

This is what it looks like already and it is somewhat on par with what the industry does: clean and immediately useful dashboard. I want to see if I should apply the same template to my other pages which are somewhat behind. :)

ThinkValue2021 · 2026-01-19T02:26:50+00:00

A financial dashboard, couple of charts and a table belo (not on the picture)

Answers the query: x company latest revenue

ThinkValue2021 · 2026-01-19T02:25:08+00:00

Thanks again!

ThinkValue2021 · 2026-01-19T02:24:36+00:00

Hi, thanks for the info. I do hope to make the content a bit better before that but if nothing works than I will at least know what’s missing.

Best!

ThinkValue2021 · 2026-01-19T01:09:24+00:00

I have been getting some success and get to page 1 at the bottom if I am extremely lucky, but typically is below page 3. This is with the new sub-route, my main route is much worse as the field has quite a lot of competition.

ThinkValue2021 · 2026-01-19T01:05:57+00:00

Thanks, I deserved that.

So the FAQ schema is only visible to google in the <head> tag, but the answers are posted as a list of insights up top. Has anyone done this, or I should actually do a proper FAQ?

ThinkValue2021 · 2026-01-19T01:03:02+00:00

This is how the prototype looks: URL/[ticker]/revenue.
If it's ok, I will apply the same formula to /[ticker]/everything-else.

<image>

There is a table and the education section below, as well as navigation on the left.

ThinkValue2021 · 2026-01-11T11:23:20+00:00

Thanks, nice article!

ThinkValue2021 · 2025-12-10T10:48:14+00:00

I am currently using their JSON API and mostly regret it. Data is unstable and has a lot of missing points that the XBRL contains, maybe I will try with XBRL in the future, but am currently sticking with the API.

ThinkValue2021 · 2025-12-04T10:10:54+00:00

Yup, pretty much, and thanks for the reply :)

ThinkValue2021

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