← Idea market
Lifestyle12,480 searches / mo

Reading list and progress

Books started, none finished.

Opportunity score

7,063 / 10k

Worth a weekend. Demand is real, execution decides it.

Rank

#27

Gap

A

  • Demand

    54

    12,480 contestable searches a month across 25 related keywords.

  • Momentum

    83

    Last three months ran up 39.3% against the three before, seasonality smoothed out.

  • Competition gap

    85

    11 real products rank on page one for this, ad competition 0.03.

  • Crowd

    45

    8 head-to-head rankings from builders, counted at partial weight until 20.

  • Willingness to pay

    31

    Advertisers pay $1.10 a click for this search — almost nobody pays to reach these searchers.

What this score is based on

evidence checked 10/1/2026

  • Search demand verified against Google Ads data
  • 12 months of search history
  • 25 related keywords clustered
  • 8 firsthand pain signals from forum threads
  • 11 competitors analyzed from page-one results
  • 8 crowd rankings from builders

Search demand comes from Google Ads data via DataForSEO and refreshes daily. Competitors come from a live scan of page-one results. Crowd input comes from builders ranking ideas 1-2-3 on the market.

Keyword cluster

25 keywords · 12,480 searches a month combined

Demand counts the whole cluster: 12,480 searches a month across every relevant way people look for this problem. The intent label on each keyword tells you how close that searcher is to wanting software.

KeywordIntentSearchesCPCAd comp.
book tracking appwants a tool4,400$0.550.03
best book tracker appswants a tool1,300$0.150.04
best book tracking appwants a tool1,300$0.150.04
app to track book readingwants a tool720$0.490.06
app to keep track of books readwants a tool590$0.490.10
app keep track of books readwants a tool590$0.490.10
app that keeps track of books readwants a tool590$0.490.10
free book tracking appwants a tool320$0.460.04
free book tracking appswants a tool320$0.460.04
app to keep track of bookswants a tool260$0.760.13
keep track of books readunclear260$0.360.40
best app to track books readwants a tool210$0.090.06
book tracker app freewants a tool210$0.240.12
best book tracker appwants a tool170$0.210.04
best book tracking app freewants a tool170$0.590.08
free app to keep track of books readwants a tool140$0.410.08
book reading tracker appwants a tool140$0.350.09
free book trackerwants a tool140$0.560.03
log book appswants a tool110$11.720.56
best app to keep track of books readwants a tool110$0.150.08
best free book tracking appwants a tool110$0.170.09
app to track bookswants a tool90$0.370.06
best reading tracking appwants a tool90$0.150.07
best app to keep track of books you ownwants a tool70$0.630.10
best book log appwants a tool70$0.290.06

CPC is what an advertiser pays Google for one click on that phrase — a rough price tag on how valuable the visitor is. Ad comp. runs 0 to 1 and is how full the ad auction is: near 1 means advertisers are fighting over it (money is there, but ranking is hard), near 0 means almost nobody bids.

Who has the problem

Readers feel overwhelmed and lose momentum on their reading journey because they lack a clear, organized system to manage books they're reading, have read, and want to read. This leads to a backlog of unfinished books and difficulty engaging with their reading habits effectively.

"I've been using Goodreads for a while and I'm curious about other people's experience."from a thread we pulled below
Who experiences it
Someone who starts reading multiple books but struggles to complete them.
When it happens
They pick up a new book, excited to begin, but realize they can't recall which books they've already started, where they left off, or if they've finished others.
How often
This occurs each time they consider starting a new book or try to resume an unfinished one, which the search volume for 'book tracking app' (4,400/mo) and 'app to track book reading' (720/mo) indicates is frequent.
What they do today
They use general notes apps, mental lists, or rely on memory to manage their reading, which fails to provide clear progress tracking or motivate completion.

Read off 25 search phrases and 8 forum threads listed below, 9/25/2026.

Why now

Demand is climbing and the field hasn't consolidated.

  • Searches are up 52% year over year

    3,008 a month twelve months ago → 4,564 now for "book tracking app".

  • Rising 39% over the last quarter

    Last three months of searches against the three before them.

  • Peaks in March

    Demand swings 404% across the year, so ship roughly two months before March.

  • Advertisers pay $1.10 a click here

    Buying this intent instead of ranking for it would run roughly $4,118 a month — money is already chasing these searches.

  • 4 real products on page one

    Alongside 9 articles and reference pages, which is room a focused tool can take.

Search data

verified · dataforseo:us · refreshed 10/1/2026

Lead keyword
book tracking app
Cluster volume
12,480 / mo
across 25 related keywords; lead phrase is 4,400 / mo
CPC
$1.10
what an advertiser pays for one click here
Ad competition
0.03
0-1 scale: barely any advertisers bidding

Opportunity score 7,063 = 40% contestable search demand (12,480 a month across 25 keywords) + 25% how open the competition still is (11 products on page one) + 15% momentum (last three months vs the three before, capped so one bucketed month can't swing it) + 10% willingness to pay ($1.10 a click) + 10% crowd rankings (Elo 1501, 8 head-to-heads, weighted by how many votes exist). Anything we can't measure is dropped and the rest re-weighted, so a blank signal never counts as an average one. Search data refreshes daily from Google Ads via DataForSEO.

Monthly searches for "book tracking app"

8 votes · demand from dataforseo:us, updated 10/1/2026

3,008
Oct 25
2,490
Nov 25
2,490
Dec 25
5,602
Jan 26
12,552
Feb 26
4,564
Mar 26
3,734
Apr 26
2,490
May 26
3,008
Jun 26
3,734
Jul 26
4,564
Aug 26
4,564
Sep 26

Peak 12,552 · latest 4,564 · low 2,490 searches a month

Google reports monthly volume in fixed buckets (…27,100 · 33,100 · 40,500 · 49,500), so steady months land on the exact same number. Weekly data isn't published.

This chart tracks the single lead phrase. The demand score uses the whole cluster of 25 related phrases (12,480 searches a month), listed below.

Revenue potential

estimate, not a promise

Priced and converted as a one-time purchase — the funnel below changes with that model, because a freemium consumer app and a B2B tool convert nothing alike.

Monthly sales

$4 – $27

1–9 buyers a month

Year-one run rate

$53 – $321

the month-12 number annualised — you earn less than this during the ramp

Price

$3 once

same price as the business model below

24-month projection

log scale

Month 24 · hover to scrub

Slow build $4Good execution $26Breakout $280

The two solid lines are the range above: a slow build and good execution on a slice of this demand. The dashed line is the breakout — you become the default answer for this problem, take roughly a quarter of the intent, convert far better because people arrive already sold, and churn halves. That's the outcome worth chasing, and it's about $280 a month by month 24 (94 paying users). Most ideas land on the bottom line; the point of the chart is that the ceiling isn't the estimate.

How we got there

  • 12,480 cluster searches a month, 1.6x for app stores and word of mouth.
  • You reach 1.0-5.9% of that, scaled by ad competition 0.03.
  • 15% of visitors sign up, 5% of those pay. One-time: no recurring revenue, this is monthly sales not MRR.
  • No subscriptions to stack — this is 1-9 sales every month, not a growing base.
  • Price $3 once, taken from the business model below.

Who already builds this

4 real products · 9 articles, explainers and store pages · 6 read in depth · scanned daily on Google for "book tracking app"

4 real products own this search. Everything else on page one is a roundup, review post or explainer, listed separately below.

  • #8Getbookly

    Ranks #8 on Google for "best book tracker apps".

    Strengths Helps track reading progress, set goals, organize books, and provides real-time personalized stats and achievements to keep users motivated.

    Weaknesses The provided text does not mention any pricing information, making it unclear how the product is monetized or if there are any costs associated with its use.

    ~9,415 organic visits a month (estimate)

    getbookly.com · from live Google results · verified Aug 18

    source page
  • #10Fable

    Ranks #10 on Google for "book tracking app".

    ~130,563 organic visits a month (estimate)

    fable.co · from live Google results · verified Aug 18

  • #16Booktrack

    Ranks #16 on Google for "book tracking app".

    ~696 organic visits a month (estimate)

    booktrack.app · from live Google results · verified Aug 18

  • #17Nyunews

    Ranks #17 on Google for "best book tracker apps".

    ~96,260 organic visits a month (estimate)

    nyunews.com · from live Google results · verified Aug 18

Also ranking, but not products (9)

Roundups, review posts, explainers and store pages. They compete for the search, not for the job — they don't count against the competition gap.

Likely business model

willingness to pay 38/100

One-time purchase

Cheap intent and free-leaning searches: sell it once, no login wall.

How rivals make money 5 competitors read: 2 on subscriptions, 0 one-time, 0 free. Plans seen: Premium subscription costs $3.49 monthly and $30.99 annually. · The free version is limited

Price to test · from real competitor pricing

$2–$4 once

Median of 1 competitor pricing page we could read ($3/mo), widened either side.

What to charge for

One unlock, no subscription. People searching here expect free or cheap, so sell the full version once instead of metering it.

What this data can't tell you

  • · Only 1 published price backs this band, so expect to move it after launch.

Willingness-to-pay evidence

  • 5 competitors read: 2 on subscriptions, 0 one-time, 0 free. Plans seen: Premium subscription costs $3.49 monthly and $30.99 annually. · The free version is limited
  • Advertisers pay $1.10 a click for this intent — real money already chases it.
  • Competitors charge a median of $3/mo, from 1 pricing pages read.
  • 92% of the 25-keyword cluster is commercial-intent wording (best, app, pricing, alternative).
  • Ad competition 0.03 — few advertisers fighting for it.

Firsthand pain signals

8 discussions · source links, check them yourself

  • Book tracking app recommendations. : r/LibbyApp

    I love using Fable. It's a book tracker and kind of like a social media app for books and tv shows. It's a nice place to be able to scroll and ... Read more

    reddit.com

  • Book tracking apps : r/books

    I use Bookmory. I'm not sure about social aspects but I like how it keeps track of books I'm reading and have read. Read more

    reddit.com

  • What book tracking app are you using for 2026?

    Personally I use both Goodreads and StoryGraph right now. There are tons of other reading app options now and they all have really different use ... Read more

    reddit.com

  • Book Tracking Apps? : r/Booktokreddit

    I've been using Goodreads for a while and I'm curious about other people's experience. If you've tried other book tracking apps, did you end up returning ...

    reddit.com

  • What's Your Ideal Book Tracking App : r/Fantasy

    I recommend Fable! It's good for both book tracking and movies/shows/anime! You can also join book clubs/groups and like and comment on people's ... Read more

    reddit.com

  • Book tracking apps : r/Booktokreddit

    My favorite is Bookmory, it's the easiest user interface and will give you nice stats. Storygraph is also good for that with a more complicated ... Read more

    reddit.com

  • r/BookTrack

    r/BookTrack: Book Tracker is a privacy focus app for iPhone, iPad and Mac that can help you to catalog library, manage reading list, ...

    reddit.com

  • FREE Book Tracker Apps : r/kindle

    I've been using Goodreads, Storygraph and Pagebound! Each has their pros and cons, but all are perfectly usable without paying. Read more

    reddit.com

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