Click Oracle vs Open Atelier

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Click Oracle compared with Open Atelier
Detail	Click Oracle	Open Atelier
What it does	Know which headline wins before you spend traffic on it.	A writing teacher that reads your book: see what to work on in your chapters, learn why, and check your fix.
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Not given	Freemium
Pricing	Free: $0/month with 5 rankings and 60 Claude-written options monthly. Creator: $19/month with 100 rankings and 2,500 options. Pro: $49/month with 600 rankings and 6,000 options. Agency: $149/month with 3,000 rankings and 20,000 options.	Free plan includes the editor, rule-based chapter check, and lessons with 3 Coach reads, 20 Co-write requests, and 10 questions per month. Atelier plan: $21/month or $189/year (with 3 months free annually) includes 40 Coach reads, 250 Co-write requests, and 150 questions per month. Additional packs:
Key features	Head-to-head comparison of up to 200 variants Bradley-Terry model ranking with calibrated odds Honest uncertainty verdicts: Clear, Lean, Too close to call Brand profiles to calibrate accuracy on your audience Works for YouTube titles, subject lines, ad headlines, and article headlines Accuracy measured on 9,841 held-out A/B tests	Rule-based chapter check for dialogue, continuity, point of view, prose and scene habits Findings anchored to your text with linked lessons Exercises on your own passage with re-check Three modes: Human only, Coach, or Co-write Authorship record tracking sources: typed, pasted, imported, or AI-generated Story bible for characters, places and facts over time Import from Word, PDF, Scrivener and other formats Version history for each chapter Export to Word, EPUB, PDF, Markdown and plain text Claude Sonnet 5.5 from Anthropic for AI features
What makes it different	82% accuracy on clear calls, trained on thousands of real A/B tests never seen during tuning Honest about uncertainty instead of always crowning a winner 56 times cheaper than Claude Sonnet while maintaining comparable accuracy Custom calibration to your audience's behavior via brand profiles Compare versions in both orders to cancel out model bias	Your writing is never used to train AI models Transparent authorship record shows exactly how each sentence arrived AI is optional and controlled per manuscript, with rule-based checks available free Interactive feedback loop with practice exercises before re-checking No API keys or token counting; simple per-action pricing
Community votes	0	0
DR (Domain Rating by Ahrefs)	4 no change since last check	18 no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	0	19
Referring domains (Majestic)	0	6

4 details filled in for both companies.

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