When buyers ask AI about specialty coffee roastery, Roast Factory is named in 2 of 6 answers.
We put 6 real buyer questions to ChatGPT and Gemini and read every answer. No brand is named more often.
AI names Roast Factory in 2 answers, but ties it to no single idea yet.
Read from the 2 answers that named Roast Factory.
Once AI starts naming you, this is where you see what it says. The full report shows what competitors are praised for.
Roast Factory leads. 80 CUP is next.
Top brands named across the same 6 answers, ranked by share of answers. Average position is where each brand lands in the answer.
- 01 Roast FactoryYou 33% #1.0
- 02 80 CUP 33% #2.0
- 03 Hario 33% #2.0
- 04 La Marzocco 17% #1.0
- 05 OXO 17% #1.0
- 06 Simon Levelt 17% #1.0
Buyers asked. AI answered. Roast Factory was not in it.
Two of the 4 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
Roast Factory loses most when buyers are shopping for a specific need.
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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Shopping for a specific need0 of 1
-
Deciding what to look for0 of 1
-
Asking for someone like them0 of 1
-
Asking which brand to buy1 of 2
-
Comparing brands1 of 1
recommending others
- Which of the 26 websites to get Roast Factory onto first
- The questions to win, in the order to win them
- What to publish on Roast Factory'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 four things.
Read from their seven most recent posts. Each one is scored out of 100 below, with what we saw behind the number.
- 01Hook strength
- 02Format range
- 03Captions & CTAs
- 04Cadence
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.
Your best post earns 5.7% engagement; the median post 1.7%. The one that landed opened with “A collaboration you don’t want to miss.”.
4 carousels, 1 reel across 5 posts. images untested.
3 of 5 captions ask the reader to do anything. 0 hashtags per post. 51 words on average.
0.8 posts a week between 16 Sept and 28 Oct. Less than one post a week.
Your best post earned 8.6× 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.
“A collaboration you don’t want to miss.”, 5.7% ER.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
focus on product details and community interactions
Voice
“We’re here to celebrate specialty coffee, community, and the moments that bring us together. Join us for a cup, a story, and a connection.”
Recurring marks
- 01specialty coffee imagery
- 02community-focused themes
- 03seasonal and event-driven content
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 specialty coffee roastery, Roast Factory is named in 2 of 6 answers.
Roast Factory leads. 80 CUP is next.
- 01 Roast Factory YOU 33% #1.0
- 02 80 CUP 33% #2.0
- 03 Hario 33% #2.0
- 04 La Marzocco 17% #1.0
- 05 OXO 17% #1.0
- 06 Simon Levelt 17% #1.0
Buyers asked. AI answered. Roast Factory was not in it.
Every kind of question, and how often AI named you.
- Shopping for a specific need0 of 1
- Deciding what to look for0 of 1
- Asking for someone like them0 of 1
- Asking which brand to buy1 of 2
- Comparing brands1 of 1
We read 6 answers. You have seen two.
Seven posts, scored on four things.
Hook strengthBest post vs. median 30
Your best post earns 5.7% engagement; the median post 1.7%. The one that landed opened with “A collaboration you don’t want to miss.”.
Hook formulasFormat rangeReel · Carousel · Image 56
4 carousels, 1 reel across 5 posts. images untested.
Formats to testCaptions & CTAsAsks, hashtags, length 46
3 of 5 captions ask the reader to do anything. 0 hashtags per post. 51 words on average.
CTA templatesCadencePosts per week 27
0.8 posts a week between 16 Sept and 28 Oct. Less than one post a week.
Best posting windowsYour best post earned 8.6× the engagement of your weakest.
#1 · 5.7%
focus on product details and community interactions
“We’re here to celebrate specialty coffee, community, and the moments that bring us together. Join us for a cup, a story, and a connection.”