When buyers ask AI about logistics software, loog_ai is not in the answers yet.
Michelin Connected Fleet is named in 50% of the same answers. All 6 questions are open ground, and the full report shows which ones to win first.
AI has not described loog_ai yet.
Nothing to read yet. This fills in as soon as AI names loog_ai.
Once AI starts naming you, this is where you see what it says. The full report shows what competitors are praised for.
named across the 6 answers where loog_ai was not.
- The 6 questions to win, ranked by how easy they are
- The websites AI read before it answered
- What to publish so AI can name loog_ai
Michelin Connected Fleet leads. loog_ai can enter with one mention.
Top brands named across the same 6 answers, ranked by share of answers. Average position is where each brand lands in the answer.
- 01 Michelin Connected Fleet 50% #2.7
- 02 Locus 33% #1.5
- 03 BRK Tecnologia 33% #2.0
- 04 Geotab 33% #2.0
- 05 SGS 33% #5.5
- — loog_aiYou 0% Not named
Buyers asked. AI answered. loog_ai was not in it.
Two of the 6 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
loog_ai is missing from every kind of question buyers ask.
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 buy0 of 2
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Shopping for a specific need0 of 1
-
Deciding what to look for0 of 1
-
Comparing brands0 of 1
-
Asking for someone like them0 of 1
recommending others
- Which of the 31 websites to get loog_ai onto first
- The questions to win, in the order to win them
- What to publish on loog_ai'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.
Three posts, scored on five things.
Read from their three 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 3 posts (consistency 1.00). Recurring marks: consistent use of text overlays, professional tone.
Your best post earns 1.7% engagement; the median post 0.9%. The one that landed opened with “REMUNERAÇÃO VARIÁVEL”.
3 of 3 posts are reels. carousels and images untested.
3 of 3 captions ask the reader to do anything. 4–5 hashtags per post. 48 words on average.
3.5 posts a week between 23 Oct and 29 Oct.
Your best post earned 12× the engagement of your weakest.
Ranked by engagement rate. What each one did differently is read from the frame and the caption.
All 3 posts, by engagement rate.
One bar per post, in the order they went out. Hover a bar to see its date and rate.
“REMUNERAÇÃO VARIÁVEL”, 1.7% ER.
“Terceirização de Motoristas: Menos Riscos?”, 0.1% ER.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
centered compositions with clear focus on subjects and text overlays
Voice
“Clear, concise, and professional tone that emphasizes expertise and actionable insights in logistics.”
Recurring marks
- 01consistent use of text overlays
- 02professional tone
- 03bright and polished visuals
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 logistics software, loog_ai is not in the answers yet.
Michelin Connected Fleet leads. loog_ai can enter with one mention.
- 01 Michelin Connected Fleet 50% #2.7
- 02 Locus 33% #1.5
- 03 BRK Tecnologia 33% #2.0
- 04 Geotab 33% #2.0
- 05 SGS 33% #5.5
- — loog_ai YOU 0% Not named
Buyers asked. AI answered. loog_ai was not in it.
Every kind of question, and how often AI named you.
- Asking which brand to buy0 of 2
- Shopping for a specific need0 of 1
- Deciding what to look for0 of 1
- Comparing brands0 of 1
- Asking for someone like them0 of 1
We read 6 answers. You have seen two.
Three posts, scored on five things.
Visual identityPalette, layout, marks 100
A 6-colour palette held across 3 posts (consistency 1.00). Recurring marks: consistent use of text overlays, professional tone.
Fix in full reportHook strengthBest post vs. median 53
Your best post earns 1.7% engagement; the median post 0.9%. The one that landed opened with “REMUNERAÇÃO VARIÁVEL”.
Hook formulasFormat rangeReel · Carousel · Image 20
3 of 3 posts are reels. carousels and images untested.
Formats to testCaptions & CTAsAsks, hashtags, length 98
3 of 3 captions ask the reader to do anything. 4–5 hashtags per post. 48 words on average.
CTA templatesCadencePosts per week 76
3.5 posts a week between 23 Oct and 29 Oct.
Best posting windowsYour best post earned 12× the engagement of your weakest.
#1 · 1.7%
centered compositions with clear focus on subjects and text overlays
“Clear, concise, and professional tone that emphasizes expertise and actionable insights in logistics.”