When buyers ask AI about guitar amp and pedal modelling, Neural DSP is named in 5 of 6 answers.
We put 6 real buyer questions to Claude and read every answer. No brand is named more often.
The one idea AI attaches to Neural DSP.
Read from the 5 answers that named Neural DSP.
AI links Neural DSP with this more than any other theme, and rarely credits it for widely used. The full report shows the exact wording from each answer.
Neural DSP leads. Line 6 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 Neural DSPYou 83% #2.4
- 02 Line 6 67% #2.2
- 03 Positive Grid 33% #2.0
- 04 Fender 33% #2.5
- 05 Marshall 33% #2.5
- 06 Darkglass 17% #1.0
Buyers asked. AI answered. Neural DSP was not in it.
One of the 1 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
Neural DSP loses most when buyers are asking for someone like them.
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 for someone like them0 of 1
-
Asking which brand to buy2 of 2
-
Comparing brands1 of 1
-
Shopping for a specific need1 of 1
-
Deciding what to look for1 of 1
recommending others
- Which of the 0 websites to get Neural DSP onto first
- The questions to win, in the order to win them
- What to publish on Neural DSP's own site and Instagram
We read 6 answers. You have seen one 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 0.14). Recurring marks: Staff Picks preset roundups, community credit to named artists.
Your best post earns 2.2% engagement; the median post 0.7%. The one that landed opened with “Let’s keep things clean”.
4 reels, 1 image across 5 posts. carousels untested.
3 of 5 captions ask the reader to do anything. 0–5 hashtags per post. 58 words on average.
3.9 posts a week between 28 Oct and 6 Nov.
Your best post earned 4.7× 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.
“Let’s keep things clean”, 2.2% ER.
“Introducing Morgan Amps Suite X”, 0.5% ER.
Product showcase posts average 1.5%, behind the scenes posts 0.9%: 1.6× apart.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
Vertical frame with the pedal in the foreground and a guitarist placed off-centre in a dim room
Voice
“A friendly brand voice that speaks to guitarists directly with short punchy lines and credit to the artists behind the tones.”
Recurring marks
- 01Staff Picks preset roundups
- 02community credit to named artists
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 guitar amp and pedal modelling, Neural DSP is named in 5 of 6 answers.
Neural DSP leads. Line 6 is next.
- 01 Neural DSP YOU 83% #2.4
- 02 Line 6 67% #2.2
- 03 Positive Grid 33% #2.0
- 04 Fender 33% #2.5
- 05 Marshall 33% #2.5
- 06 Darkglass 17% #1.0
Buyers asked. AI answered. Neural DSP was not in it.
Every kind of question, and how often AI named you.
- Asking for someone like them0 of 1
- Asking which brand to buy2 of 2
- Comparing brands1 of 1
- Shopping for a specific need1 of 1
- Deciding what to look for1 of 1
We read 6 answers. You have seen one.
Seven posts, scored on five things.
Visual identityPalette, layout, marks 14
A 6-colour palette held across 7 posts (consistency 0.14). Recurring marks: Staff Picks preset roundups, community credit to named artists.
Fix in full reportHook strengthBest post vs. median 30
Your best post earns 2.2% engagement; the median post 0.7%. The one that landed opened with “Let’s keep things clean”.
Hook formulasFormat rangeReel · Carousel · Image 56
4 reels, 1 image across 5 posts. carousels untested.
Formats to testCaptions & CTAsAsks, hashtags, length 65
3 of 5 captions ask the reader to do anything. 0–5 hashtags per post. 58 words on average.
CTA templatesCadencePosts per week 81
3.9 posts a week between 28 Oct and 6 Nov.
Best posting windowsYour best post earned 4.7× the engagement of your weakest.
#1 · 2.2%
Vertical frame with the pedal in the foreground and a guitarist placed off-centre in a dim room
“A friendly brand voice that speaks to guitarists directly with short punchy lines and credit to the artists behind the tones.”