{"id":36109,"date":"2025-10-15T15:05:51","date_gmt":"2025-10-15T18:05:51","guid":{"rendered":"https:\/\/www.mobiletime.com.br\/pesquisas\/?page_id=36109"},"modified":"2025-10-15T15:10:26","modified_gmt":"2025-10-15T18:10:26","slug":"mapa-do-ecossistema-brasileiro-de-bots-2025","status":"publish","type":"page","link":"https:\/\/www.mobiletime.com.br\/pesquisas\/mapa-do-ecossistema-brasileiro-de-bots-2025\/","title":{"rendered":"Mapa do Ecossistema Brasileiro de Bots &#8211; Outubro de 2025"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; disabled_on=&#8221;off|off|off&#8221; _builder_version=&#8221;4.27.4&#8243; background_color=&#8221;#0C71C3&#8243; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221; 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text_line_height=&#8221;0.6em&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;0&#8243; text_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; text_text_shadow_vertical_length_tablet=&#8221;0px&#8221; text_text_shadow_blur_strength_tablet=&#8221;1px&#8221; link_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; link_text_shadow_vertical_length_tablet=&#8221;0px&#8221; link_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ul_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ul_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ul_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ol_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ol_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ol_text_shadow_blur_strength_tablet=&#8221;1px&#8221; quote_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; quote_text_shadow_vertical_length_tablet=&#8221;0px&#8221; quote_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_2_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_2_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_2_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_3_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_3_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_3_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_4_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_4_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_4_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_5_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; use_border_color=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<strong>Neste relat\u00f3rio voc\u00ea encontrar\u00e1:<\/strong><\/p>\n<ul>\n<li>Mapeamento dos desenvolvedores de bots em atua\u00e7\u00e3o no Brasil<\/li>\n<li>Quantidade de bots desenvolvidos no Brasil at\u00e9 o momento e quantidade em opera\u00e7\u00e3o atualmente<\/li>\n<li><strong>NOVO:<\/strong> Quantidade de agentes de IA em opera\u00e7\u00e3o<\/li>\n<li><strong>NOVO:<\/strong> Ado\u00e7\u00e3o de bots com interface por voz ass\u00edncrona e s\u00edncrona<\/li>\n<li>Volume de sess\u00f5es e de mensagens por m\u00eas por bot<\/li>\n<li>Canais mais populares onde os bots operam<\/li>\n<li>Finalidades mais comuns de bots<\/li>\n<li>N\u00edvel de ado\u00e7\u00e3o das diferentes t\u00e9cnicas conversacionais: \u00e1rvore decis\u00f3ria, processamento de linguagem natural e IA generativa<\/li>\n<li>N\u00edvel de ado\u00e7\u00e3o de biometria digital e an\u00e1lise de sentimentos<\/li>\n<li>Modelos de neg\u00f3cios mais comuns<\/li>\n<li>Expectativa de demanda de bots para RCS e Instagram<\/li>\n<li>Posicionamento frente ao Marco Legal da Intelig\u00eancia Artificial<\/li>\n<li>Guia com os contatos comerciais dos desenvolvedores de bots que atuam no Brasil<\/li>\n<\/ul>\n<p><strong>Base:<\/strong> 67 empresas que produzem bots no mercado brasileiro[\/et_pb_text][et_pb_text admin_label=&#8221;Formul\u00e1rio &#8211; Mapa do Ecossistema Brasileiro de Bots \u2013 2022&#8243; _builder_version=&#8221;4.27.4&#8243; 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class=\"wpcf7-list-item-label\">Instagram<\/span><\/label><\/span><span class=\"wpcf7-list-item last\"><label><input type=\"checkbox\" name=\"Soube\" value=\"Outros\"><span class=\"wpcf7-list-item-label\">Outros<\/span><\/label><\/span><\/span><\/span>\n<\/p>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"Mapa do Ecossistema Brasileiro de Bots - 2025\" type=\"hidden\" name=\"pesquisa\">\n<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Enviar\">\n<\/p>\n<label class=\"ebd_input\"><input type=\"hidden\" name=\"ebd_downloads[]\" value=\"36113|Mapa do Ecossistema Brasileiro de Bots - 2025\"> <\/label><input type=\"hidden\" class=\"ebd_setting\" name=\"ebd_settings[]\" value=\"title|Mapa do Ecossistema Brasileiro de Bots - 2025\"><input type=\"hidden\" class=\"ebd_setting\" name=\"ebd_settings[]\" value=\"delivered_as|both\"><input type=\"hidden\" class=\"ebd_setting\" name=\"ebd_settings[]\" value=\"hide_form|no\"><input type=\"hidden\" 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mapa bots&#8221; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><a href='https:\/\/www.mobiletime.com.br\/pesquisas\/download\/35183\/'>Agosto 2023<\/a><\/p>\n<p><a href='https:\/\/www.mobiletime.com.br\/pesquisas\/download\/34752\/'>Agosto 2022<\/a><\/p>\n<p><a href='https:\/\/www.mobiletime.com.br\/pesquisas\/download\/34290\/'>Agosto 2021<\/a><\/p>\n<p><a href='https:\/\/www.mobiletime.com.br\/pesquisas\/download\/27911\/'>Setembro 2020<\/a><\/p>\n<p><a href='https:\/\/www.mobiletime.com.br\/pesquisas\/download\/16300\/'>Agosto 2019<\/a><\/p>\n<p><a href='https:\/\/www.mobiletime.com.br\/pesquisas\/download\/7607\/'>Agosto 2018<\/a><\/p>\n<p><a href='https:\/\/www.mobiletime.com.br\/pesquisas\/download\/3194\/'>Dezembro 2017<\/a><\/p>\n<p>[\/et_pb_toggle][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_text_color=&#8221;#FFFFFF&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;0&#8243; text_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; text_text_shadow_vertical_length_tablet=&#8221;0px&#8221; text_text_shadow_blur_strength_tablet=&#8221;1px&#8221; link_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; link_text_shadow_vertical_length_tablet=&#8221;0px&#8221; link_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ul_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ul_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ul_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ol_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ol_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ol_text_shadow_blur_strength_tablet=&#8221;1px&#8221; quote_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; quote_text_shadow_vertical_length_tablet=&#8221;0px&#8221; quote_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_2_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_2_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_2_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_3_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_3_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_3_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_4_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_4_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_4_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_5_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; use_border_color=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]&nbsp;<\/p>\n<h2><span style='color: #ffffff;'><strong>Map of the Brazilian Bot Ecosystem \u2013 2025<\/strong><\/span><\/h2>\n<p>&nbsp;[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; text_text_color=&#8221;#FFFFFF&#8221; text_line_height=&#8221;0.6em&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;0&#8243; text_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; text_text_shadow_vertical_length_tablet=&#8221;0px&#8221; text_text_shadow_blur_strength_tablet=&#8221;1px&#8221; link_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; link_text_shadow_vertical_length_tablet=&#8221;0px&#8221; link_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ul_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ul_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ul_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ol_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ol_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ol_text_shadow_blur_strength_tablet=&#8221;1px&#8221; quote_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; quote_text_shadow_vertical_length_tablet=&#8221;0px&#8221; quote_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_2_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_2_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_2_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_3_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_3_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_3_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_4_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_4_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_4_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_5_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; use_border_color=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;]<strong>In this report, you will find:<\/strong><\/p>\n<ul>\n<li>A mapping of bot developers operating in Brazil<\/li>\n<li>The total number of bots developed in Brazil so far, and how many are currently active<\/li>\n<li><strong>NEW:<\/strong> Number of AI agents in operation<\/li>\n<li><strong>NEW:<\/strong> Adoption of bots with asynchronous and synchronous voice interfaces<\/li>\n<li>Monthly volume of sessions and messages per bot<\/li>\n<li>The most popular channels where bots operate<\/li>\n<li>The most common purposes of bots<\/li>\n<li>Adoption levels of different conversational techniques: decision trees, natural language processing (NLP), and generative AI<\/li>\n<li>Adoption levels of digital biometrics and sentiment analysis<\/li>\n<li>The most common business models<\/li>\n<li>Expected demand for bots on RCS and Instagram<\/li>\n<li>Opinion regarding the Artificial Intelligence Legal Framework in Brazil<\/li>\n<li>A guide with commercial contacts of bot developers active in Brazil<\/li>\n<\/ul>\n<p><strong>Base:<\/strong> 67 companies producing bots in the Brazilian market.[\/et_pb_text][et_pb_text admin_label=&#8221;Formul\u00e1rio &#8211; Mapa do Ecossistema Brasileiro de Bots \u2013 2022&#8243; _builder_version=&#8221;4.27.4&#8243; text_text_color=&#8221;#FFFFFF&#8221; background_enable_color=&#8221;off&#8221; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; 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[&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-template-blank.php","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-36109","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mapa do Ecossistema Brasileiro de Bots - Outubro de 2025 - Panorama Mobile Time\/Opinion Box<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mobiletime.com.br\/pesquisas\/mapa-do-ecossistema-brasileiro-de-bots-2025\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mapa do 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