We put 6 real buyer questions to Claude and read every answer. Les Echos is named more often.
Read from the 4 answers that named Challenges.
AI links Challenges with this more than any other theme, and rarely credits it for sector analysis. The full report shows the exact wording from each answer.
Top brands named across the same 6 answers, ranked by share of answers. Average position is where each brand lands in the answer.
Two of the 2 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
All 6 answers, grouped by what the buyer was trying to do. The full report shows which gaps to close first, and how.
The rest stays sealed until you open the full report: every brand AI named, every answer word for word, and what to change.
Read from their seven most recent posts. Each one is scored out of 100 below, with what we saw behind the number.
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 0.11). Recurring marks: category label above the headline, white headline text on a dark band.
Your best post earns 0.1% engagement; the median post 0.1%. The one that landed opened with “Les premiers signes d'un burn-out...”.
4 images, 1 carousel across 5 posts. reels untested.
4 of 5 captions ask the reader to do anything. 0 hashtags per post. 131 words on average.
30.0 posts a week between 7 Nov and 8 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Ranked by engagement rate. What each one did differently is read from the frame and the caption.



One bar per post, in the order they went out. Hover a bar to see its date and rate.
“Les premiers signes d'un burn-out...”, 0.1% ER.
“Un rapport inédit de Viginum dévoile une structure d'influe…”, 0.1% ER.
Extracted from the frames and captions, not from a brief.
A photo fills the top two-thirds while a dark gradient band carries the category label and headline at the bottom.
“Speaks as the newsroom itself: third-person, sourced and factual, opening on a sharp lead line and walking through the facts one emoji-marked paragraph at a time.”
The scorecard tells you where you stand. The full report tells you against whom, and what to post next week.
See everything else Nayavo does
When buyers ask AI about business and economic news, Challenges is named in 4 of 6 answers.
A 6-colour palette held across 7 posts (consistency 0.11). Recurring marks: category label above the headline, white headline text on a dark band.
Fix in full reportYour best post earns 0.1% engagement; the median post 0.1%. The one that landed opened with “Les premiers signes d'un burn-out...”.
Hook formulas4 images, 1 carousel across 5 posts. reels untested.
Formats to test4 of 5 captions ask the reader to do anything. 0 hashtags per post. 131 words on average.
CTA templates30.0 posts a week between 7 Nov and 8 Nov. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsA photo fills the top two-thirds while a dark gradient band carries the category label and headline at the bottom.
“Speaks as the newsroom itself: third-person, sourced and factual, opening on a sharp lead line and walking through the facts one emoji-marked paragraph at a time.”