"Gets boring after a few minutes."
mari - The Richest Man In Babylon - 4.0
Daily Pulse
A ranked morning carousel built from real reader signals.
Daily Pulse is the app's quick read on what changed in your review and reader data. It looks for milestones, movement, reader language, country spread, rating gaps, and one fresh AI take when the week has enough signal.
12
signal types
3-5
slides per visit
6 sec
mobile rotation
+184 reviews
A title moved from 591 to 775 reviews in 7 days.
First reader from UK
A new marketplace appears in the reader map.
What the app does
It chooses the morning read instead of making the author hunt for it.
The backend runs a library of detectors, ranks the strongest candidates, and sends the mobile app a short carousel. The user sees a clean story, not the scoring system behind it.
The backend picks the feed
TrackingInk runs detectors on review data, scores every candidate, and returns the highest-value slides for that user.
The app avoids stale repeats
A payload hash records recently shown slides, so the same event is penalized instead of appearing every time.
The carousel never feels empty
If the server feed has no newsworthy slide, the mobile app falls back to local story, quote, and world-pulse cards.
Slide catalog
Twelve signal types, each with a different reason to exist.
These are the same typed slide variants handled by the mobile renderer. Each one uses a different layout and accent so the carousel feels alive without feeling random.
Milestone
Watches
Review-count thresholds crossed by a book.
Shows
The threshold, the book, prior count, current count, window, and platform.
Big mover
Watches
Books with meaningful review growth over the prior window.
Shows
The delta, percent change, title, old count, new count, and window.
New country
Watches
The first review or reader signal from a country not seen before.
Shows
Country, book when available, marketplace, and platform.
First review
Watches
A title receiving its first review.
Shows
Book title, platform, and marketplace code when available.
Worth a look
Watches
Rating gaps between platforms that are large enough to deserve attention.
Shows
The anomaly message, primary book, high platform rating, and low platform rating.
Streak
Watches
Consecutive days with at least one new review.
Shows
How many days the streak has continued.
Anniversary
Watches
Books whose first review date reaches a yearly anniversary.
Shows
Years, book title, cover when available, and first review date.
What readers say
Watches
Words and phrases recurring in recent review text.
Shows
The word, occurrences, review sample size, and analysis window.
Coverage gap
Watches
Books that sell but still have no reviews.
Shows
Silent books, total books, books with reviews, and the top selling silent title.
Reader voice
Watches
Recent review text worth surfacing.
Shows
Quote, author, country, book title, rating, and platform.
Readers worldwide
Watches
Country spread across recent reviews.
Shows
Country count, total reviews, time window, and the top countries.
AI daily take
Watches
Recent review volume, platform mix, countries, movers, and quote samples.
Shows
One sharp AI-written sentence for the day.
Selection logic
Newsworthy first, repetitive last.
Daily Pulse is not a static checklist. It is a ranked feed. Stronger signals win the top positions, recently shown payloads are penalized, and every detector is isolated so one failure cannot break the whole carousel.
Source
Review counts, review history, review text, countries, ratings, and books.
Ranking
Each detector assigns a newsworthiness score before the feed is trimmed.
Limit
The mobile app asks for 5 slides. The backend accepts up to 8.
Motion
Slides rotate every 6 seconds and can be swiped manually.
Frame
Every mobile slide uses the same fixed height, so the card does not jump.
AI take
Generated only when there is enough recent signal to justify a fresh sentence.