Attribura

Reputation

Hear it before it costs you a star.

A star rating per storefront, straight from Apple, on your App Store page. The reviews behind it, and the reply, are a question away from your agent — a one-star answered the same day reads very differently from one that sat there for a month.

app.attribura.com/store

App Store rating

4.8from 98 ratings across 4 storefronts — weighted, because Apple publishes a rating per store and no worldwide one.

🇺🇸 US

4.9

62 ratings

Steady

🇩🇪 DE

4.6

18 ratings

▲ 0.2

🇯🇵 JP

5.0

7 ratings

Steady

🇧🇷 BR

4.3

11 ratings

▼ 0.1

Show 38 storefronts with no ratings yet

What your agent reads, over MCP

★★☆☆☆jonas_k🇩🇪 DE · 2 days agoNeeds an answer

“Great app but it stopped reading halfway through my file.”

YOUR AGENT’S REPLY

That’s a file we failed to parse — 4.2.1 fixes it. Send it over and we’ll check yours.

★★★★★mariaflw🇺🇸 US · 6 days agoAnswered

“I finally finish the papers I save. Worth every cent.”

One number, hiding four problems.

Your app has a rating. It is an average of averages, and it is the last place a real problem shows up. A parsing bug that only bites German users drags Germany from 4.7 to 3.9 for a month before it moves the number you actually look at.

By then the reviews explaining it have scrolled away, the version that caused it has shipped twice more, and the only trace left is a rating that came down and never quite went back up.

How you find out in time.

01

A rating per country

On your App Store page, straight from Apple, per storefront, because a blended worldwide number is the one thing Apple never actually shows a shopper.

02

Ask your agent for the words

Connect Claude or any MCP client and it reads the reviews behind each rating, so a drop comes with its explanation instead of a mystery.

03

Answer through the same agent

Ask it to draft a reply, sorted by what an answer would be worth, and it sends the reply to Apple when you say so.

What it changes.

A drop you can locate

One country at 3.9 is a bug report. The same thing inside a worldwide average is a rounding error you will never notice.

Answers while it matters

A one-star answered the same day reads as a company. The same answer a month later reads as a form letter.

The answer goes through your agent

Ask Claude to draft it, send it to Apple, withdraw it if you change your mind — without opening App Store Connect at all.

The specifics

Source
Apple's own ratings and reviews, per storefront.
Star rating
A card on your App Store page, for every country your app is live in.
Storefronts with no ratings
Shown as having none, rather than folded into an average that implies they do.
Review text and replies
Not in the panel. Read and answered through your agent over MCP (get_reputation, list_mentions, draft_reply, send_reply).
Replies
Drafted by your agent and sent to Apple's own review-response endpoint. One response per review, as Apple allows, and withdrawable.
Requires
An App Store Connect API key, and an MCP-connected agent for the review text and replies.

Questions people ask.

Why show a rating per country?

Because that is the number a shopper sees. Apple shows a visitor in Germany what Germany thinks, and a worldwide average is a figure that exists nowhere except in dashboards. It is also the only view where a localised bug is visible before it has cost you a full star everywhere.

Can I reply to reviews from Attribura?

Not from the panel — that part moved to your agent. Connect Claude or any MCP client and ask it to draft a reply; it sends to Apple without you opening App Store Connect, and you can withdraw it later if you change your mind. Apple shows one response per review, so a new draft replaces yours rather than stacking a second one underneath.

How often do ratings update?

They are read from Apple on the same nightly cycle as the rest of your store data, so a drop shows up the next morning rather than whenever you next think to look.

What about reviews outside the App Store?

Google, Reddit and what an assistant says when somebody asks it for an app like yours are the same question in a different place, and they belong on the same list. That part is being built; the App Store side is live today.

Put your app in.

Sign in, connect one account, and watch the first front go live. It takes a few minutes, and the panel tells you what to do next.