llms.txt
+24
+ - custovox-churn-signal — rule-based churn-risk score 0–100 from a customer's message sequence (sentiment trend, negative messages, explicit intent to cancel or switch); a ranking to prioritize follow-up, not a validated prediction (multilingual sentiment, English intent detection, up to 20 messages): https://pypi.org/project/custovox-churn-signal/+ - custovox-visual — first triage of customer photos (hotel rooms, product returns, retail): an English caption, then the most likely issue category inferred from that caption, with a confidence-based severity for human review: https://pypi.org/project/custovox-visual/+ ## Key citable data (generative AI in France)+ - 48% of people surveyed in France use generative AI in 2025 (42% in private life, 30% for work or studies) — ARCEP / CRÉDOC, 2025. Article: https://custovox.ai/blog/generative-ai-france-48-percent-customer-conversations (French: https://custovox.ai/fr/blog/ia-generative-france-48-pourcent-conversations-clients)+ - Trust in AI (high or moderate): nearly 75% among people who have already used it vs 26% among those who never have — ARCEP / CRÉDOC, 2024.+ - NLP market in France: $1.77B in 2025 → ≈ $11.7B in 2032 (Statista Market Insights projection; ≈ total calculated by custovox.ai from Statista data).+ - [40% of customers stop buying after poor service](https://custovox.ai/blog/40-percent-customers-leave-after-poor-service): In 2020, 40% of US consumers stopped buying from a company after poor customer service. Four figures that explain what is at stake.+ - [AI in e-commerce: customer service is the #1 use for 61% of companies](https://custovox.ai/blog/ai-ecommerce-customer-service-top-use): In 2025, 61% of US e-commerce companies use AI for customer service, the top use ahead of marketing analysis (60%). What it means.+ - [Computer vision: $103 billion in 2025 and its customer analysis applications](https://custovox.ai/blog/computer-vision-103-billion-visual-analysis-2025): Computer Vision market hits $103 billion in 2025 and $233 billion by 2032. SAV, hospitality, retail: how visual analysis is transforming customer relationships.+ - [Customer retention by industry: hospitality keeps 55%, media keeps 84%](https://custovox.ai/blog/customer-retention-rate-by-industry): Customer retention rate by industry: 84% in media, 63% in retail, 55% in hospitality (2018 data). What these gaps reveal about customer loss.+ - [1 in 4 cable customers leave because of poor customer service](https://custovox.ai/blog/customers-lost-poor-service-by-industry): In the US in 2020, 25% of cable and financial customers left their provider because of poor customer service. The breakdown by industry.+ - [48% of French respondents use generative AI: what it means for your customer conversations](https://custovox.ai/blog/generative-ai-france-48-percent-customer-conversations): 48% of French respondents use generative AI in 2025. Use, trust, market: what it means for how you listen to your customer conversations.+ - [Machine learning by region: Europe reaches $132B by 2031, behind Asia and North America](https://custovox.ai/blog/machine-learning-market-by-region-2031): Machine learning by region: Europe grows from $24.8B in 2025 to $131.7B in 2031, behind Asia and North America. What it means for data hosting.+ - [5 Tools That Read Your Customer Conversations So You Don't Have To](https://custovox.ai/blog/top-5-sentiment-analysis-tools): Thousands of customer conversations. Zero time to read them all. These 5 tools do it for you — and tell you exactly what your customers feel, what's missing, and who's about to leave.+ - [40 % des clients cessent d'acheter après un mauvais service](https://custovox.ai/fr/blog/40-pourcent-clients-partent-apres-mauvais-service): En 2020, 40 % des consommateurs américains ont cessé d'acheter à une entreprise après un mauvais service. Quatre chiffres pour comprendre l'enjeu.+ - [1 client sur 4 quitte son opérateur câble à cause du service client](https://custovox.ai/fr/blog/clients-perdus-mauvais-service-par-secteur): Aux États-Unis en 2020, 25 % des clients du câble et de la finance ont quitté leur fournisseur à cause du service client. Le détail par secteur.+ - [Computer vision : 103 milliards en 2025 et ses applications dans l'analyse client](https://custovox.ai/fr/blog/computer-vision-analyse-visuelle-103-milliards): Le marché Computer Vision atteint 103 milliards en 2025 et 233 milliards en 2032. SAV, hôtellerie, retail : comment l'analyse visuelle transforme la relation client.+ - [IA en e-commerce : le service client, premier usage pour 61 % des entreprises](https://custovox.ai/fr/blog/ia-e-commerce-service-client-premier-usage): En 2025, 61 % des entreprises e-commerce américaines utilisent l'IA pour le service client, premier usage devant l'analyse marketing (60 %).+ - [48 % des Français interrogés utilisent l'IA générative : ce que ça change pour vos conversations clients](https://custovox.ai/fr/blog/ia-generative-france-48-pourcent-conversations-clients): 48 % des Français interrogés utilisent l'IA générative en 2025. Usages, confiance, marché : ce que ça change pour vos conversations clients.+ - [Machine learning : l'Europe pèsera 132 Md$ en 2031, derrière l'Asie et l'Amérique du Nord](https://custovox.ai/fr/blog/machine-learning-europe-par-region-2031): Machine learning par région : l'Europe passera de 24,8 Md$ en 2025 à 131,7 Md$ en 2031, derrière l'Asie et l'Amérique du Nord.+ - [5 outils qui lisent vos conversations clients à votre place](https://custovox.ai/fr/blog/meilleurs-outils-analyse-sentiment): Des milliers de conversations clients. Pas le temps de toutes les lire. Ces 5 outils le font pour vous — et vous disent exactement ce que ressentent vos clients, ce qui leur manque et qui s'apprête à partir.+ - [Fidélisation client : l'hôtellerie garde 55 % de ses clients, les médias 84 %](https://custovox.ai/fr/blog/taux-retention-client-par-secteur): Taux de rétention client par secteur : 84 % pour les médias, 63 % pour le commerce, 55 % pour l'hôtellerie (données 2018). Ce que ces écarts révèlent.+ - [custovox-churn-signal on PyPI](https://pypi.org/project/custovox-churn-signal/)+ - [custovox-visual on PyPI](https://pypi.org/project/custovox-visual/)