When buyers ask AI about premium cars and car ownership, BMW is named in 6 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 BMW.
Read from the 6 answers that named BMW.
AI links BMW with this more than any other theme, and rarely credits it for smart key fob cost. The full report shows the exact wording from each answer.
BMW leads. Mercedes-Benz 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 BMWYou 100% #2.2
- 02 Mercedes-Benz 100% #1.0
- 03 Audi 83% #3.0
- 04 Porsche 33% #3.0
- 05 Bosch 17% #4.0
BMW loses most when buyers are asking which brand to buy.
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 buy2 of 2
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Comparing brands1 of 1
-
Shopping for a specific need1 of 1
-
Asking for someone like them1 of 1
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Deciding what to look for1 of 1
recommending others
- Which of the 0 websites to get BMW onto first
- The questions to win, in the order to win them
- What to publish on BMW's own site and Instagram
We read 6 answers. You have seen 0 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 0.25). Recurring marks: Made Different. To Feel Different., short tagline openers.
Your best post earns 0.1% engagement; the median post 0.0%. The one that landed opened with “Wandered a little too far but idm.”.
3 reels, 1 image, 1 carousel across 5 posts.
0 of 5 captions ask the reader to do anything. 0–4 hashtags per post. 34 words on average.
23.4 posts a week between 8 Nov and 9 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Your best post earned 17× 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.
“Wandered a little too far but idm.”, 0.1% ER.
“WHY I'M ALWAYS SO RELAXED:”, 0.0% ER.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
The car sits small or in three-quarter view within a wide natural setting, with a short centred line of text.
Voice
“Confident and premium, speaking about the car in the third person. A short tagline opens, then a model line and a mandatory disclosure close the caption.”
Recurring marks
- 01Made Different. To Feel Different.
- 02short tagline openers
- 03model-led hero shots
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 premium cars and car ownership, BMW is named in 6 of 6 answers.
BMW leads. Mercedes-Benz is next.
- 01 BMW YOU 100% #2.2
- 02 Mercedes-Benz 100% #1.0
- 03 Audi 83% #3.0
- 04 Porsche 33% #3.0
- 05 Bosch 17% #4.0
Every kind of question, and how often AI named you.
- Asking which brand to buy2 of 2
- Comparing brands1 of 1
- Shopping for a specific need1 of 1
- Asking for someone like them1 of 1
- Deciding what to look for1 of 1
We read 6 answers. You have seen no.
Seven posts, scored on five things.
Visual identityPalette, layout, marks 25
A 6-colour palette held across 7 posts (consistency 0.25). Recurring marks: Made Different. To Feel Different., short tagline openers.
Fix in full reportHook strengthBest post vs. median 23
Your best post earns 0.1% engagement; the median post 0.0%. The one that landed opened with “Wandered a little too far but idm.”.
Hook formulasFormat rangeReel · Carousel · Image 89
3 reels, 1 image, 1 carousel across 5 posts.
Formats to testCaptions & CTAsAsks, hashtags, length 22
0 of 5 captions ask the reader to do anything. 0–4 hashtags per post. 34 words on average.
CTA templatesCadencePosts per week 95
23.4 posts a week between 8 Nov and 9 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsYour best post earned 17× the engagement of your weakest.
#1 · 0.1%
The car sits small or in three-quarter view within a wide natural setting, with a short centred line of text.
“Confident and premium, speaking about the car in the third person. A short tagline opens, then a model line and a mandatory disclosure close the caption.”