ByteByteGo is named in 33% of the same answers. All 6 questions are open ground, and the full report shows which ones to win first.
Nothing to read yet. This fills in as soon as AI names Osh Khare.
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 Osh Khare was not.
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 6 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 three 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 3 posts (consistency 0.20). Recurring marks: dark mode UI palette, bold technical block headers.
Your best post earns 108.5% engagement; the median post 0.9%. The one that landed opened with “OUR 'OWN' AI”.
3 of 3 posts are reels. carousels and images untested.
0 of 3 captions ask the reader to do anything. 0 hashtags per post. 12 words on average.
21.0 posts a week between 25 Oct and 26 Oct. 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.
“OUR 'OWN' AI”, 108.5% ER.
“Six Checks Before Shipping an Agent Prompt Update”, 0.8% ER.
Extracted from the frames and captions, not from a brief.
Centered vertical flow diagrams with crisp connection nodes and glowing accents on a dark canvas.
“How real systems get built at scale, animated one concept at a time.”
The scorecard tells you where you stand. The full report tells you against whom, and what to post next week.
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When buyers ask AI about Software Architecture and AI Visual Guides, Osh Khare is not in the answers yet.
A 6-colour palette held across 3 posts (consistency 0.20). Recurring marks: dark mode UI palette, bold technical block headers.
Fix in full reportYour best post earns 108.5% engagement; the median post 0.9%. The one that landed opened with “OUR 'OWN' AI”.
Hook formulas3 of 3 posts are reels. carousels and images untested.
Formats to test0 of 3 captions ask the reader to do anything. 0 hashtags per post. 12 words on average.
CTA templates21.0 posts a week between 25 Oct and 26 Oct. A daily rhythm, sustained. Reach is the constraint, not output.
Best posting windowsCentered vertical flow diagrams with crisp connection nodes and glowing accents on a dark canvas.
“How real systems get built at scale, animated one concept at a time.”