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a7:Tb0d9f,Keyword Fight — simulateur de duel de mots-clés

Simulateur de duel de mots-clés

Keyword Fight

Deux mots-clés entrent dans l'arène, un seul en ressort vainqueur. Les volumes de résultats sont simulés de façon déterministe : un même duel donnera toujours le même score, sans appeler aucun moteur de recherche.

À la uneAI Act européen2 août 2026

Article 50 en vigueur : toute machine doit se déclarer

Depuis aujourd'hui, l'article 50 de l'AI Act impose aux entreprises, PME comprises, de signaler explicitement à l'utilisateur qu'il interagit avec une machine. La transparence devient une obligation de conception, au moment même où les agents IA deviennent des acteurs économiques autonomes.

Duel du jour

Agent IA autonome

AI Act

L'autonomie des agents et la contrainte réglementaire entrent en vigueur le même mois : ce duel pèse laquelle des deux forces domine la conversation.

Angles de veille

#agent IA#IA Gen#digitalisation#agentics

Coin rougeVainqueur

Agent IA autonome

112 503 448

résultats simulés · 88.1% du duel

Coin bleu

AI Act

15 203 396

résultats simulés · 11.9% du duel

88.1%

Victoire nette : « Agent IA autonome » prend le dessus sur « AI Act ».

Écart : ×7,4 · Total simulé : 127 706 844 résultats

Longue traîne du combat

Chaque duel est décliné en requêtes secondaires, avec volume simulé, intention de recherche et difficulté estimée.

Agent IA autonome

Traîne + riche

23 154 494 recherches cumulées · 17.1% du volume total

comment choisir agent IA autonome
7 535 679
InfoKD 44
agent IA autonome pas cher
3 733 780
TransacKD 58
acheter agent IA autonome
3 184 382
TransacKD 89
alternative à agent IA autonome
2 319 330
CommercialKD 83
top 10 agent IA autonome
2 252 094
CommercialKD 69
agent IA autonome explication simple
1 931 812
InfoKD 33
agent IA autonome test 2026
1 231 672
CommercialKD 40
agent IA autonome promo
965 745
TransacKD 38

AI Act

3 789 441 recherches cumulées · 20% du volume total

comment choisir aI Act
1 060 544
InfoKD 49
aI Act c'est quoi
743 065
InfoKD 43
aI Act pas cher
557 766
TransacKD 42
aI Act définition
463 451
InfoKD 56
pourquoi aI Act
381 489
InfoKD 34
comparatif aI Act
316 118
CommercialKD 66
aI Act en ligne
142 092
TransacKD 49
aI Act pour débutant
124 916
InfoKD 38

Requêtes d'arbitrage

agent IA autonome ou aI Act
4 142 302
CommercialKD 74
différence entre agent IA autonome et aI Act
1 765 760
InfoKD 32
agent IA autonome vs aI Act comparatif
1 695 728
CommercialKD 35
agent IA autonome ou aI Act lequel choisir
1 672 171
InfoKD 68

Veille Scoop.it

Les 6 sources les plus récentes par mot-clé, déclinées sur les thématiques digitalisation, agent IA, IA Gen, agentics, IA webmarketing, webtools IA, LLM, models et SaaS app.

Agent IA autonome

6 sources

AI Act

6 sources

Derniers combats

Agent IA autonome88.1% – 11.9%AI Act

Exemples par catégorie

Choisis une catégorie et lance un duel prêt à l'emploi.

Les grandes guerres de geeks

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import { pairKey } from '@/lib/matchmaker' import { CATEGORIES, fight, type FightResult } from '@/lib/fight' const ANIMATION_MS = 1300 export function KeywordFight({ pick }: { pick: EditionPick }) { const [left, setLeft] = useState(pick.edition.duel[0]) const [right, setRight] = useState(pick.edition.duel[1]) const [result, setResult] = useState(null) const [animating, setAnimating] = useState(false) const [history, setHistory] = useState([]) const [error, setError] = useState(null) const timer = useRef | null>(null) const resultRef = useRef(null) useEffect(() => { return () => { if (timer.current) clearTimeout(timer.current) } }, []) const runFight = useCallback((a: string, b: string) => { if (!a.trim() || !b.trim()) { setError('Il faut deux mots-clés pour organiser un combat.') return } setError(null) const outcome = fight(a, b) setResult(outcome) setAnimating(true) if (timer.current) clearTimeout(timer.current) timer.current = setTimeout(() => { setAnimating(false) setHistory((prev) => [ { id: `${outcome.left.keyword}-${outcome.right.keyword}-${Date.now()}`, left: outcome.left.keyword, right: outcome.right.keyword, winner: outcome.winner, leftShare: outcome.left.score, rightShare: outcome.right.score, }, ...prev.filter( (h) => !(h.left === outcome.left.keyword && h.right === outcome.right.keyword), ), ].slice(0, 6)) }, ANIMATION_MS) requestAnimationFrame(() => { resultRef.current?.scrollIntoView({ behavior: 'smooth', block: 'nearest' }) }) }, []) const handlePick = useCallback( (a: string, b: string) => { setLeft(a) setRight(b) runFight(a, b) }, [runFight], ) const handleRandom = useCallback(() => { const cat = CATEGORIES[Math.floor(Math.random() * CATEGORIES.length)] const duel = cat.duels[Math.floor(Math.random() * cat.duels.length)] handlePick(duel[0], duel[1]) }, [handlePick]) const playedPairs = history.map((h) => pairKey(h.left, h.right)) const handleSwap = useCallback(() => { setLeft(right) setRight(left) }, [left, right]) return (

{ e.preventDefault() runFight(left, right) }} className="flex flex-col gap-4 rounded-2xl border border-border bg-card p-5 sm:p-6" >

Mot-clé 1 setLeft(e.target.value)} placeholder="ex. Chat" className="h-11 text-base" />

Mot-clé 2 setRight(e.target.value)} placeholder="ex. Chien" className="h-11 text-base" />

{error && (

{error}

)}

{result ? ( <> ) : (

Saisis deux mots-clés, puis lance le combat pour voir lequel domine l'autre.

)}

{history.length > 0 && }

) }b3:T1a1f,[V0_FILE]typescriptreact:file="/components/keyword-fight.tsx" 'use client' import { useCallback, useEffect, useRef, useState } from 'react' import { Shuffle, Swords } from 'lucide-react' import { Button } from '@/components/ui/button' import { Input } from '@/components/ui/input' import { CategoryExamples } from '@/components/category-examples' import { FightScoreboard } from '@/components/fight-scoreboard' import { FightHistory, type HistoryEntry } from '@/components/fight-history' import { LongTailBreakdown } from '@/components/long-tail-breakdown' import { ScoopSources } from '@/components/scoop-sources' import { SmartRandomizer } from '@/components/randomizer-button' import { FeaturedFight } from '@/components/featured-fight' import type { EditionPick } from '@/lib/daily-fight' import { pairKey } from '@/lib/matchmaker' import { CATEGORIES, fight, type FightResult } from '@/lib/fight' const ANIMATION_MS = 1300 export function KeywordFight({ pick }: { pick: EditionPick }) { const [left, setLeft] = useState(pick.edition.duel[0]) const [right, setRight] = useState(pick.edition.duel[1]) const [result, setResult] = useState(null) const [animating, setAnimating] = useState(false) const [history, setHistory] = useState([]) const [error, setError] = useState(null) const timer = useRef | null>(null) const resultRef = useRef(null) useEffect(() => { return () => { if (timer.current) clearTimeout(timer.current) } }, []) const runFight = useCallback((a: string, b: string) => { if (!a.trim() || !b.trim()) { setError('Il faut deux mots-clés pour organiser un combat.') return } setError(null) const outcome = fight(a, b) setResult(outcome) setAnimating(true) if (timer.current) clearTimeout(timer.current) timer.current = setTimeout(() => { setAnimating(false) setHistory((prev) => [ { id: `${outcome.left.keyword}-${outcome.right.keyword}-${Date.now()}`, left: outcome.left.keyword, right: outcome.right.keyword, winner: outcome.winner, leftShare: outcome.left.score, rightShare: outcome.right.score, }, ...prev.filter( (h) => !(h.left === outcome.left.keyword && h.right === outcome.right.keyword), ), ].slice(0, 6)) }, ANIMATION_MS) requestAnimationFrame(() => { resultRef.current?.scrollIntoView({ behavior: 'smooth', block: 'nearest' }) }) }, []) const handlePick = useCallback( (a: string, b: string) => { setLeft(a) setRight(b) runFight(a, b) }, [runFight], ) const handleRandom = useCallback(() => { const cat = CATEGORIES[Math.floor(Math.random() * CATEGORIES.length)] const duel = cat.duels[Math.floor(Math.random() * cat.duels.length)] handlePick(duel[0], duel[1]) }, [handlePick]) const playedPairs = history.map((h) => pairKey(h.left, h.right)) const handleSwap = useCallback(() => { setLeft(right) setRight(left) }, [left, right]) return (

{ e.preventDefault() runFight(left, right) }} className="flex flex-col gap-4 rounded-2xl border border-border bg-card p-5 sm:p-6" >

Mot-clé 1 setLeft(e.target.value)} placeholder="ex. Chat" className="h-11 text-base" />

Mot-clé 2 setRight(e.target.value)} placeholder="ex. Chien" className="h-11 text-base" />

{error && (

{error}

)}

{result ? ( <> ) : (

Saisis deux mots-clés, puis lance le combat pour voir lequel domine l'autre.

)}

{history.length > 0 && }

) 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Ce mode approfondi affiche le champion pleine largeur avec la répartition du volume par intention de recherche (Info, Transac, Commercial, Local) et un bouton « Exporter la liste » qui copie les 16 requêtes en TSV — phrase, volume, intention, KD — directement collable dans un tableur. En cas de match nul, la carte l'indique explicitement et retombe sur le camp gauche. Vérifié en 384px : le mode sort bien 16 requêtes pour « Agent IA autonome » sans erreur console."]]]],[1,{}]]},"context":[],"isContentLoading":false,"role":"assistant","id":"RO0FhZQHBf0WBn6p6nRRXN8c2rWY1hV0","gitRevision":{"baseSha":"b3558b0efaf16e9ac992e7386d27649241939855","headSha":"eebd841e2a38f33b30c27c9142d93423308c36b7","readyAt":"2026-08-02T13:28:08.200Z","version":1},"streaming":false,"finishReason":"stop","parentId":"WblyFgLWMaIShyZh2wcUbhpRL1BH1CVs","type":"message","creditCost":0.796613,"workMetrics":{"diffMap":{},"linesRead":239,"agentActions":9},"createdAt":"$D2026-08-02T13:26:22.691Z","updatedAt":"$D2026-08-02T13:28:08.216Z"},{"content":{"type":"parts","parts":[{"type":"mdx","content":"Créer sub-agent juge kw qui vérifie que les keywords sont bien comparables en cohérence "}],"version":1},"role":"user","id":"VUQ9oWwyOX651VcZMKTCI3MCCwozkMTm","attachments":[],"parentId":"RO0FhZQHBf0WBn6p6nRRXN8c2rWY1hV0","type":"message","authorId":"AT4HOng7msUeIIe0v3zylkOd","createdAt":"$D2026-08-02T13:31:06.309Z"},{"v0ModelId":"v0-opus-5","content":{"type":"message-binary-format","value":[[0,[["AssistantMessageContentPart",{"part":{"createdAt":1785677475801,"finishedAt":1785677479453,"lastPartSentAt":1785677479453,"taskNameActive":null,"id":"utnJJijVKdE5F4Kt","type":"task-thinking-v1","parts":[{"type":"thinking-end","duration":4,"thought":"The user wants a judge sub-agent to validate that keywords are comparable and coherent, which I could implement as a rules-based validator in the lib with UI feedback before and after launching a fight. 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