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Public formula
Positions update from community votes, tracked Visit clicks, weekly growth, labeled Featured placements, and outbid prices anyone can see. That is the gap versus browse-and-compare catalogs.
Open the global ranking · AI tools directory · Feature or outbid
Live public ranking
Browse-only AI tool directories freeze a catalog. Overbid publishes the score inputs: votes, clicks, growth, featured slots, and transparent bids. See the live formula.
One public vote per tool per hashed IP. The count is on every card.
Tracked Visit clicks, not self-reported traffic. Bots are ignored.
7-day velocity on Overall, plus Rising today and This week organic windows.
Paid badges and Top 3 are labeled. Boost is capped so it cannot buy #1.
The current #1 price is public. Outbid it by $1. No hidden auction.
Score = (votes × 1) + (clicks × 0.3) + Featured (50) + Outbid (#1 = 200, #2 = 100, #3 = 50) + Boost (capped at 25) + 7-day growth (capped at 80)
Highest paid bids for #1 overall. Amounts are public.
No live global bid yet. The slot is open.
Each category has its own public price to take first place.
Paid placements are labeled on the ranking, not mixed in as editorial awards.
Top 3 · global · $149 · until 2026-10-01