Ask Shega

AI-powered information access platform leveraging 5M+ data points for faster, useful results

Web app Rated 7 Oct 2026Dormant

Link: ask.shega.co
Built by: Kidus's Chronicles

Bloat

174/500

Where it landed on the scale

Bloat
0

Float
300

Moat
400

500

Summary

Ask Shega is a live site at its own domain, pitched as an AI research assistant for Ethiopia's innovation economy. The crawler found no sign-in, pricing, payments or docs, and the builder's last post about it was in June. The problem is real, but nothing shown yet says who pays or how the product works in use.

Bloat · Not much here works or looks likely to last, yet.

Breakdown

Five measures, 100 points each. Open the receipts under any of them to see the posts and pages behind the points.

Viability

Is there a real problem, someone who would pay, and a market this builder can actually reach?

Economic information for Ethiopia is a real need and the audience of researchers, founders and investors is plausible. No pricing, payments or paying users appear anywhere, so the path to revenue is unshown.

38/100

Rubric 21–40A real problem, but no plausible path to anyone paying, or a market well out of this builder's reach.

Receipts (3)

The page title describes a research assistant for Ethiopia's innovation economy, but no pricing or payment provider was found.
Checked 7 Oct 2026 · ask.shega.co (opens in a new tab)
Describes it as economic intelligence making complex financial data accessible, which names a real need.
“A long overdue introduction 👋 For those who've joined recently, welcome. You probably landed here without much context, so let me fix that. I'm Kidus, an AI Platform/ML Engineer based in Addis Ababa, Ethiopia. I build things at the intersection of machine learning and real products, the kind of work that starts with a research idea and ends with something actually deployed and used. Most of my”
Post · @kiduschronicless · 27 Apr 2026 · open on Telegram (opens in a new tab)
Early access was offered through a waitlist, which shows no paying users yet.
“Something I’ve been working on behind the scenes… 👀 I had the opportunity to lead the development of Ask Shega, Shega's new product, an AI-powered experience designed to make information more accessible, faster, and actually useful for people. Leveraging more than 5M+ Data points From shaping the idea to building it out, this has been one of those projects that pushed me to think deeper about h”
Post · @kiduschronicless · 14 Apr 2026 · open on Telegram (opens in a new tab)

Moat

What stops someone copying it?

The claimed dataset and the RAG and agentic search work could take effort to copy, but the dossier doesn't show the data is proprietary or exclusive. The data size is also stated two ways, 5M+ and 5 billion, so it's unverified.

28/100

Rubric 21–40The only edge is execution, or being first.

Receipts (3)

Claims more than 5M data points behind the product.
“Something I’ve been working on behind the scenes… 👀 I had the opportunity to lead the development of Ask Shega, Shega's new product, an AI-powered experience designed to make information more accessible, faster, and actually useful for people. Leveraging more than 5M+ Data points From shaping the idea to building it out, this has been one of those projects that pushed me to think deeper about h”
Post · @kiduschronicless · 14 Apr 2026 · open on Telegram (opens in a new tab)
Later says 5 billion data points, which contradicts the earlier figure and weakens the claim.
“i have two actually, one is Ask Shega, Shega's research assistant i built from the ground up (solely) leveraging more than 5 billion data points. and Earth quake prediction model, i even wrote a paper on that, that uses ground motion, tectonic plates, to predict earth quake readings across the world, for now due to data, it only predicts in Ethiopia and Florida USA”
Post · @kiduschronicless · 2 Jun 2026 · open on Telegram (opens in a new tab)
Mentions RAG pipelines, agentic search and vector databases, which are common techniques rather than a hard-to-copy edge.
“A long overdue introduction 👋 For those who've joined recently, welcome. You probably landed here without much context, so let me fix that. I'm Kidus, an AI Platform/ML Engineer based in Addis Ababa, Ethiopia. I build things at the intersection of machine learning and real products, the kind of work that starts with a research idea and ends with something actually deployed and used. Most of my”
Post · @kiduschronicless · 27 Apr 2026 · open on Telegram (opens in a new tab)

Momentum

Did the updates keep coming?

Four posts across about two months, from April to early June, and nothing in the 127 days since. It was worked on steadily early on but hasn't shown shipping for a long time.

26/100

Sustained shipping8/60
Worked on across 2 months.
Consistency18/40
Updates in 2 of 2 months.
Quiet
No update for 127 days, so scaled to 46%.

Receipts (2)

Earliest post about it.
“Something I’ve been working on behind the scenes… 👀 I had the opportunity to lead the development of Ask Shega, Shega's new product, an AI-powered experience designed to make information more accessible, faster, and actually useful for people. Leveraging more than 5M+ Data points From shaping the idea to building it out, this has been one of those projects that pushed me to think deeper about h”
Post · @kiduschronicless · 14 Apr 2026 · open on Telegram (opens in a new tab)
Most recent post about it.
“i have two actually, one is Ask Shega, Shega's research assistant i built from the ground up (solely) leveraging more than 5 billion data points. and Earth quake prediction model, i even wrote a paper on that, that uses ground motion, tectonic plates, to predict earth quake readings across the world, for now due to data, it only predicts in Ethiopia and Florida USA”
Post · @kiduschronicless · 2 Jun 2026 · open on Telegram (opens in a new tab)

Infrastructure

Does a real, working product exist?

The site responds over HTTPS on its own domain, but no accounts, docs or product text were found. The launch was framed as a waitlist, so a working product isn't confirmed.

52/100

It's live20/20
https://ask.shega.co responded when checked.
HTTPS5/5
Served over HTTPS.
Real product15/35
The site is live, but the crawler found no accounts, docs or visible functionality, and the launch post asked people to join a waitlist. The dossier can't confirm a usable product beyond a landing page.
Own home10/10
Lives on its own domain (ask.shega.co).
Maintained0/15
Last sign of shipping 2026-06-02.
Operations2/15
No accounts, API, docs, status page or second platform were found. Only the basics the crawler already counted exist.

Receipts (4)

https://ask.shega.co responded when checked.
Checked 7 Oct 2026 · ask.shega.co (opens in a new tab)
Page is live, but accounts are false and no page text was captured.
Checked 7 Oct 2026 · ask.shega.co (opens in a new tab)
Launch post points to the site as a waitlist for early access.
“Something I’ve been working on behind the scenes… 👀 I had the opportunity to lead the development of Ask Shega, Shega's new product, an AI-powered experience designed to make information more accessible, faster, and actually useful for people. Leveraging more than 5M+ Data points From shaping the idea to building it out, this has been one of those projects that pushed me to think deeper about h”
Post · @kiduschronicless · 14 Apr 2026 · open on Telegram (opens in a new tab)
Facts show docs false, status_page false, accounts false, and no store or repo links.
Checked 7 Oct 2026 · ask.shega.co (opens in a new tab)

Sustainability

Is it being set up to last?

There's no pricing, payment provider, privacy policy, terms or support contact, so nothing shows how it would earn or be run for users. It's a solo build inside a busy portfolio, and the data-size claim changes between posts.

30/100

Distribution25/30
A web app on its own domain.
Payments0/15
No payment provider found.
Pricing0/10
No pricing found on the site.
Revenue0/5
None of the posts mention paying customers or revenue.
Privacy policy0/7
No privacy policy found.
Terms0/5
No terms of service found.
Support0/8
No support contact found.
Commitment5/20
It's a Shega product with one lead engineer who built most of it solo. That engineer's attention is split across several other projects, and there's no dedicated channel, team or roadmap shown.

Receipts (5)

A web app on its own domain.
Checked 7 Oct 2026 · ask.shega.co (opens in a new tab)
Describes the platform and the builder's other work, with no customers or revenue mentioned.
“A long overdue introduction 👋 For those who've joined recently, welcome. You probably landed here without much context, so let me fix that. I'm Kidus, an AI Platform/ML Engineer based in Addis Ababa, Ethiopia. I build things at the intersection of machine learning and real products, the kind of work that starts with a research idea and ends with something actually deployed and used. Most of my”
Post · @kiduschronicless · 27 Apr 2026 · open on Telegram (opens in a new tab)
Says he led development of Shega's new product.
“Something I’ve been working on behind the scenes… 👀 I had the opportunity to lead the development of Ask Shega, Shega's new product, an AI-powered experience designed to make information more accessible, faster, and actually useful for people. Leveraging more than 5M+ Data points From shaping the idea to building it out, this has been one of those projects that pushed me to think deeper about h”
Post · @kiduschronicless · 14 Apr 2026 · open on Telegram (opens in a new tab)
Says he built it largely solo while also co-building Mind-Bloom and Haven.
“A long overdue introduction 👋 For those who've joined recently, welcome. You probably landed here without much context, so let me fix that. I'm Kidus, an AI Platform/ML Engineer based in Addis Ababa, Ethiopia. I build things at the intersection of machine learning and real products, the kind of work that starts with a research idea and ends with something actually deployed and used. Most of my”
Post · @kiduschronicless · 27 Apr 2026 · open on Telegram (opens in a new tab)
Lists it among more than a dozen other projects.
“a catalog of things i've built Not sure what made me want to do this today. Maybe I just needed to see it all in one place. Here are the products and platforms I've worked on (half of it, not to spam you lol), as a builder, engineer, or both: AI & Intelligence ask.shega.co — AI-powered economic intelligence for Ethiopia spokenly.kidus-yohannes.engineer — Premium AI transcription mindbloom.kidus-”
Post · @kiduschronicless · 12 May 2026 · open on Telegram (opens in a new tab)