When buyers ask AI about book recommendations and reviews, Book Riot is not in the answers yet.
Goodreads is named in 50% of the same answers. All 6 questions are open ground, and the full report shows which ones to win first.
AI has not described Book Riot yet.
Nothing to read yet. This fills in as soon as AI names Book Riot.
Once AI starts naming you, this is where you see what it says. The full report shows what competitors are praised for.
named across the 6 answers where Book Riot was not.
- The 6 questions to win, ranked by how easy they are
- The websites AI read before it answered
- What to publish so AI can name Book Riot
Goodreads leads. Book Riot can enter with one mention.
Top brands named across the same 6 answers, ranked by share of answers. Average position is where each brand lands in the answer.
- 01 Goodreads 50% #2.0
- 02 The Hindu 50% #3.3
- 03 Mint 50% #3.7
- 04 Scroll 33% #5.5
- 05 Westland 17% #1.0
- — Book RiotYou 0% Not named
Buyers asked. AI answered. Book Riot was not in it.
Two of the 6 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
Book Riot is missing from every kind of question buyers ask.
All 6 answers, grouped by what the buyer was trying to do. The full report shows which gaps to close first, and how.
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Asking which brand to buy0 of 2
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Comparing brands0 of 1
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Shopping for a specific need0 of 1
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Asking for someone like them0 of 1
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Deciding what to look for0 of 1
recommending others
- Which of the 0 websites to get Book Riot onto first
- The questions to win, in the order to win them
- What to publish on Book Riot's own site and Instagram
We read 6 answers. You have seen two of them.
The rest stays sealed until you open the full report: every brand AI named, every answer word for word, and what to change.
Seven posts, scored on five things.
Read from their seven most recent posts. Each one is scored out of 100 below, with what we saw behind the number.
- 01Visual identity
- 02Hook strength
- 03Format range
- 04Captions & CTAs
- 05Cadence
Where the feed is strong, and where it leaks.
Scores are relative to the posts analysed, not to competitors. That comparison is in the full report.
A 6-colour palette held across 7 posts (consistency 0.22). Recurring marks: yellow headline band, black arrow swipe prompt.
Your best post earns 0.1% engagement; the median post 0.0%. The one that landed opened with “Do you love Stephen King?”.
3 carousels, 2 reels across 5 posts. images untested.
4 of 5 captions ask the reader to do anything. 4–5 hashtags per post. 35 words on average.
17.6 posts a week between 5 Nov and 7 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Your best post earned 5.5× the engagement of your weakest.
Ranked by engagement rate. What each one did differently is read from the frame and the caption.
All 5 posts, by engagement rate.
One bar per post, in the order they went out. Hover a bar to see its date and rate.
“Do you love Stephen King?”, 0.1% ER.
“4 sweet and satisfying books to read for Diwali”, 0.0% ER.
Educational posts average 0.1%, promotional posts 0.0%: 1.7× apart.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
A photo sits above a solid yellow headline panel, with a black arrow icon prompting the next slide.
Voice
“Talks straight to the reader in short, friendly lines, asks a question, then points them to the next book or episode.”
Recurring marks
- 01yellow headline band
- 02black arrow swipe prompt
- 03author portrait beside book cover
What the accounts competing for your audience are doing that you are not.
The scorecard tells you where you stand. The full report tells you against whom, and what to post next week.
See everything else Nayavo doesWhen buyers ask AI about book recommendations and reviews, Book Riot is not in the answers yet.
Goodreads leads. Book Riot can enter with one mention.
- 01 Goodreads 50% #2.0
- 02 The Hindu 50% #3.3
- 03 Mint 50% #3.7
- 04 Scroll 33% #5.5
- 05 Westland 17% #1.0
- — Book Riot YOU 0% Not named
Buyers asked. AI answered. Book Riot was not in it.
Every kind of question, and how often AI named you.
- Asking which brand to buy0 of 2
- Comparing brands0 of 1
- Shopping for a specific need0 of 1
- Asking for someone like them0 of 1
- Deciding what to look for0 of 1
We read 6 answers. You have seen two.
Seven posts, scored on five things.
Visual identityPalette, layout, marks 22
A 6-colour palette held across 7 posts (consistency 0.22). Recurring marks: yellow headline band, black arrow swipe prompt.
Fix in full reportHook strengthBest post vs. median 39
Your best post earns 0.1% engagement; the median post 0.0%. The one that landed opened with “Do you love Stephen King?”.
Hook formulasFormat rangeReel · Carousel · Image 69
3 carousels, 2 reels across 5 posts. images untested.
Formats to testCaptions & CTAsAsks, hashtags, length 83
4 of 5 captions ask the reader to do anything. 4–5 hashtags per post. 35 words on average.
CTA templatesCadencePosts per week 95
17.6 posts a week between 5 Nov and 7 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsYour best post earned 5.5× the engagement of your weakest.
#1 · 0.1%
A photo sits above a solid yellow headline panel, with a black arrow icon prompting the next slide.
“Talks straight to the reader in short, friendly lines, asks a question, then points them to the next book or episode.”