When buyers ask AI about automobile manufacturers in India, Tata Motors 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 Tata Motors.
Read from the 6 answers that named Tata Motors.
AI links Tata Motors with this more than any other theme, and rarely credits it for service network. The full report shows the exact wording from each answer.
Tata Motors leads. Mahindra 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 Tata MotorsYou 100% #1.3
- 02 Mahindra 100% #2.3
- 03 Maruti Suzuki 67% #2.2
- 04 Ashok Leyland 17% #2.0
- 05 Eicher 17% #4.0
Tata Motors 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
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Shopping for a specific need1 of 1
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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 Tata Motors onto first
- The questions to win, in the order to win them
- What to publish on Tata Motors'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 0.30). Recurring marks: Teal accent headline on a dark gradient, Series label with season and episode number at the top.
Your best post earns 0.1% engagement; the median post 0.0%. The one that landed opened with “Some journeys take us places. The most special ones bring us to family & friends.”.
4 images, 1 reel across 5 posts. carousels untested.
3 of 5 captions ask the reader to do anything. 3–5 hashtags per post. 48 words on average.
4.0 posts a week between 30 Oct and 8 Nov.
Your best post earned 11× 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.
“Some journeys take us places. The most special ones bring u…”, 0.1% ER.
“For most fleet owners, mobility isn't a technology decision…”, 0.0% ER.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
Headline-led layouts on dark navy or black gradients, with the speaker or scene placed beneath or beside the text.
Voice
“Speaks about the road ahead as a business case: direct, grounded and quietly optimistic.”
Recurring marks
- 01Teal accent headline on a dark gradient
- 02Series label with season and episode number at the top
- 03Watch-now badge pointing to the full episode on LinkedIn
- 04TATA MOTORS logo placed in a corner or footer
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 automobile manufacturers in India, Tata Motors is named in 6 of 6 answers.
Tata Motors leads. Mahindra is next.
- 01 Tata Motors YOU 100% #1.3
- 02 Mahindra 100% #2.3
- 03 Maruti Suzuki 67% #2.2
- 04 Ashok Leyland 17% #2.0
- 05 Eicher 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 30
A 6-colour palette held across 7 posts (consistency 0.30). Recurring marks: Teal accent headline on a dark gradient, Series label with season and episode number at the top.
Fix in full reportHook strengthBest post vs. median 13
Your best post earns 0.1% engagement; the median post 0.0%. The one that landed opened with “Some journeys take us places. The most special ones bring us to family & friends.”.
Hook formulasFormat rangeReel · Carousel · Image 56
4 images, 1 reel across 5 posts. carousels untested.
Formats to testCaptions & CTAsAsks, hashtags, length 69
3 of 5 captions ask the reader to do anything. 3–5 hashtags per post. 48 words on average.
CTA templatesCadencePosts per week 85
4.0 posts a week between 30 Oct and 8 Nov.
Best posting windowsYour best post earned 11× the engagement of your weakest.
#1 · 0.1%
Headline-led layouts on dark navy or black gradients, with the speaker or scene placed beneath or beside the text.
“Speaks about the road ahead as a business case: direct, grounded and quietly optimistic.”