DiscoForge — Optimisez vos contenus pour Google Discover

Designed for editorial teams and content publishers who rely on Google Discover for traffic, DiscoForge predicts the click-through rate of article titles before they go live — and analyzes open graph images to maximize visibility on the platform. At the core of DiscoForge is a sigmoid model calibrated on the Discover pipeline. It evaluates each title across eight dimensions and produces a predicted CTR (pCTR) ranging from 0.5% to 22%. A dedicated clickbait penalty factor, referred to as the β coefficient, simulates Google's own mechanism for progressively degrading the pCTR of titles that generate quick bounces — giving publishers a realistic signal before committing to a headline. Each analysis delivers a complete score across all eight dimensions, flags clickbait risk, and generates two concrete reformulation suggestions designed to bring a title up to what the tool calls "Pro Discover" level. The engine handles up to five titles simultaneously and natively supports multiple languages including French, English, Turkish, Spanish, German, and Arabic, detecting and adapting to the title's language automatically. Results are returned in under five seconds, powered by Claude Sonnet 4, making the tool practical for daily editorial workflows under deadline pressure. For image analysis, DiscoForge uses Claude Vision to inspect the open graph image attached to each article. The inspection covers the image ratio, technical quality, embedded text, and safe search compliance, returning an actionable og:image verdict. This image analysis capability is available on the Pro plan. The workflow is straightforward: paste titles, upload the og image, read the score, then optimize and republish. The iterative loop — apply suggestions, re-run the analysis, repeat until the target score is reached — is built into the intended usage. DiscoForge offers two subscription tiers. The Starter plan includes 50 title analyses per month, the full eight-dimension pCTR score, clickbait β penalty detection, and Search Console dashboard access. The Pro plan scales to 500 title analyses per month, adds Discover image analysis, an enhanced Search Console dashboard, support for ten editor accounts, and dedicated onboarding and support. A pay-as-you-go option also exists for users who want unlimited title and image access for a chosen duration without a recurring subscription. All payments are processed through Stripe, invoices include VAT automatically, and cancellation requires a single click. New users can run five analyses for free without providing a credit card.