When buyers ask AI about Automotive research and buying advice, V3Cars is named in 4 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 V3Cars in 4 answers, but ties it to no single idea yet.
Read from the 4 answers that named V3Cars.
Once AI starts naming you, this is where you see what it says. The full report shows what competitors are praised for.
V3Cars leads. VariantWise 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 V3CarsYou 67% #1.8
- 02 VariantWise 33% #2.0
- 03 CarMaths 33% #2.5
- 04 ZigWheels 33% #7.0
- 05 Maruti Suzuki 17% #1.0
- 06 Motomotar 17% #1.0
Buyers asked. AI answered. V3Cars was not in it.
Two of the 2 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
V3Cars 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 buy1 of 2
-
Shopping for a specific need1 of 1
-
Deciding what to look for1 of 1
-
Comparing brands1 of 1
recommending others
- Which of the 14 websites to get V3Cars onto first
- The questions to win, in the order to win them
- What to publish on V3Cars'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.
Six posts, scored on five things.
Read from their six 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 6 posts (consistency 0.56). Recurring marks: clear product focus, brand identity visibility (logo, color).
Your best post earns 6.8% engagement; the median post 0.3%.
3 carousels, 2 reels across 5 posts. images untested.
3 of 5 captions ask the reader to do anything. 3–5 hashtags per post. 30 words on average.
30.7 posts a week between 3 Nov and 4 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Your best post earned 503× 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.
Product showcase posts average 3.5%, promotional posts 0.3%: 13× apart.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
balanced showroom-style compositions; brand identity visibility
Voice
“brand”
Recurring marks
- 01clear product focus
- 02brand identity visibility (logo, color)
- 03bold offer/feature emphasis when applicable
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 Automotive research and buying advice, V3Cars is named in 4 of 6 answers.
V3Cars leads. VariantWise is next.
- 01 V3Cars YOU 67% #1.8
- 02 VariantWise 33% #2.0
- 03 CarMaths 33% #2.5
- 04 ZigWheels 33% #7.0
- 05 Maruti Suzuki 17% #1.0
- 06 Motomotar 17% #1.0
Buyers asked. AI answered. V3Cars 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 buy1 of 2
- Shopping for a specific need1 of 1
- Deciding what to look for1 of 1
- Comparing brands1 of 1
We read 6 answers. You have seen two.
Six posts, scored on five things.
Visual identityPalette, layout, marks 56
A 6-colour palette held across 6 posts (consistency 0.56). Recurring marks: clear product focus, brand identity visibility (logo, color).
Fix in full reportHook strengthBest post vs. median 4
Your best post earns 6.8% engagement; the median post 0.3%.
Hook formulasFormat rangeReel · Carousel · Image 69
3 carousels, 2 reels across 5 posts. images untested.
Formats to testCaptions & CTAsAsks, hashtags, length 69
3 of 5 captions ask the reader to do anything. 3–5 hashtags per post. 30 words on average.
CTA templatesCadencePosts per week 95
30.7 posts a week between 3 Nov and 4 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsYour best post earned 503× the engagement of your weakest.
#1 · 6.8%
balanced showroom-style compositions; brand identity visibility
“brand”