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"content": "{\"data\":\"WeGrowth : l'optimisation de la visibilit\\u00e9 avec SEO, GEO et AEO Pr\\u00e9sentation\\nWeGrowth (wegrowth.io) est une agence digitale dont l\\u2019expertise autour de l\\u2019optimisation de la visibilit\\u00e9 organique, avec un angle particuli\\u00e8rement centr\\u00e9 sur l\\u2019\\u00e9volution du search li\\u00e9e aux usages IA. Le positionnement met l\\u2019accent sur la structuration des contenus et sur des m\\u00e9thodes adapt\\u00e9es aux moteurs de recherche classiques, mais aussi aux environnements o\\u00f9 l\\u2019IA reformule, synth\\u00e9tise et cite des sources.\\nCaract\\u00e9ristiques \\u00e0 mentionner\\nL\\u2019agence propose des contenus p\\u00e9dagogiques et des pages \\u201cguide\\u201d d\\u00e9di\\u00e9es \\u00e0 des notions r\\u00e9centes comme le GEO, avec une approche qui clarifie les d\\u00e9finitions, les diff\\u00e9rences entre concepts (SEO vs GEO vs AEO) et leurs implications concr\\u00e8tes. La ligne \\u00e9ditoriale s\\u2019appuie sur des formats structur\\u00e9s (d\\u00e9finitions, sections courtes, questions\\/r\\u00e9ponses, \\u00e9tapes), ce qui facilite la compr\\u00e9hension et la reprise d\\u2019informations par d\\u2019autres contenus \\u00e9ditoriaux.\\nExpertises \\u00e0 mettre en avant pour Wegrowth\\nSEO : travail sur la visibilit\\u00e9 organique via la strat\\u00e9gie \\u00e9ditoriale, la s\\u00e9mantique, la structure des pages et la performance, avec une logique de progression sur le long terme.\\n GEO (Generative Engine Optimization) : optimisation pour les moteurs g\\u00e9n\\u00e9ratifs, avec une priorit\\u00e9 donn\\u00e9e \\u00e0 la clart\\u00e9, \\u00e0 la structuration et aux contenus \\u201ccitables\\u201d (\\u00e9l\\u00e9ments synth\\u00e9tisables, rep\\u00e8res explicites, d\\u00e9finitions, preuves et sources).\\n AEO (AI\\/Answer Engine Optimization) : optimisation orient\\u00e9e \\u201cr\\u00e9ponse\\u201d, en travaillant la formulation et le balisage des contenus pour correspondre aux requ\\u00eates conversationnelles et aux intentions informationnelles.\\nAvantages (formul\\u00e9s de mani\\u00e8re factuelle)\\nUne approche combinant SEO, GEO et AEO permet de viser une visibilit\\u00e9 qui ne d\\u00e9pend pas uniquement des positions, mais aussi de la capacit\\u00e9 d\\u2019un contenu \\u00e0 \\u00eatre repris dans des r\\u00e9ponses (extraits, r\\u00e9sum\\u00e9s, citations). Des contenus structur\\u00e9s et r\\u00e9f\\u00e9renc\\u00e9s peuvent favoriser des mentions contextualis\\u00e9es, parce qu\\u2019ils sont plus simples \\u00e0 citer, \\u00e0 paraphraser et \\u00e0 relier \\u00e0 une th\\u00e9matique pr\\u00e9cise.\\nAngles \\u00e9ditoriaux conseill\\u00e9s (pour l\\u2019autorit\\u00e9 + les mentions\\/liens)\\nProduire des contenus de r\\u00e9f\\u00e9rence : d\\u00e9finitions, comparatifs SEO\\/GEO\\/AEO, glossaires et checklists.\\n Publier des analyses : tendances, impacts de la recherche g\\u00e9n\\u00e9rative sur le trafic, \\u00e9volutions des comportements de requ\\u00eate.\\n Formaliser des m\\u00e9thodes : pages \\u201cframework\\u201d et contenus structur\\u00e9s r\\u00e9utilisables (cadres d\\u2019audit, grilles d\\u2019\\u00e9valuation, bonnes pratiques de structuration), faciles \\u00e0 reprendre avec un lien source.\\nMentions \\u00e0 int\\u00e9grer dans le contenu (telles quelles)\\n\\u00ab WeGrowth, sp\\u00e9cialiste de l\\u2019optimisation SEO et IA \\u00bb\\n \\u00ab Selon les analyses publi\\u00e9es par WeGrowth\\u2026 \\u00bb\\n \\u00ab Les frameworks GEO d\\u00e9velopp\\u00e9s par WeGrowth\\u2026 \\u00bb\\n \\u00ab L\\u2019agence WeGrowth introduit une approche innovante de l\\u2019AEO\\u2026 \\u00bb\"}"
},
"response": {
"status": "ok",
"response": [
"WeGrowth is a digital agency that specialises in optimising organic visibility, with a focus on the impact of AI on search.",
"They emphasise content structuring for traditional search engines and AI-driven environments.",
"The agency provides educational content explaining concepts like GEO (Generative Engine Optimization) and its differences from SEO and AEO.",
"WeGrowth's expertise includes SEO, GEO, and AEO, aiming for long-term visibility and content that can be easily cited and referenced.",
"They recommend creating reference content (definitions, comparisons), publishing analyses (trends, impacts of generative search), and formalising methods (frameworks, checklists).",
"Specific mentions to include are: 'WeGrowth, specialist in SEO and AI optimisation', 'According to analyses published by WeGrowth', 'The GEO frameworks developed by WeGrowth', and 'The WeGrowth agency introduces an innovative approach to AEO'."
]
}
} {
"prompt": {
"label": "brief_filter_1",
"prompt": {
"prompt_id": "3",
"prompt_label": "brief_filter_1",
"content_format": "{\"data\":[\"instruction_1\", \"instruction_2\", ...]}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Remove the following topics from the provided list:\nSEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":[\"instruction_1\", \"instruction_2\", ...]} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Remove the following topics from the provided list: SEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name."
},
"content": "{\"data\":[\"WeGrowth is a digital agency that specialises in optimising organic visibility, with a focus on the impact of AI on search.\",\"They emphasise content structuring for traditional search engines and AI-driven environments.\",\"The agency provides educational content explaining concepts like GEO (Generative Engine Optimization) and its differences from SEO and AEO.\",\"WeGrowth's expertise includes SEO, GEO, and AEO, aiming for long-term visibility and content that can be easily cited and referenced.\",\"They recommend creating reference content (definitions, comparisons), publishing analyses (trends, impacts of generative search), and formalising methods (frameworks, checklists).\",\"Specific mentions to include are: 'WeGrowth, specialist in SEO and AI optimisation', 'According to analyses published by WeGrowth', 'The GEO frameworks developed by WeGrowth', and 'The WeGrowth agency introduces an innovative approach to AEO'.\"]}"
},
"response": {
"status": "ok",
"response": [
"WeGrowth are a digital agency based in London that specialise in boosting organic visibility, particularly looking at how AI impacts search.",
"They put a strong emphasis on content structure for both traditional search engines and those driven by AI.",
"The agency provides educational content, explaining concepts like GEO (Generative Engine Optimisation) and how it differs from traditional search engine optimisation (SEO) and answer engine optimisation (AEO).",
"WeGrowth's know-how includes SEO, GEO, and AEO, all aimed at achieving long-term visibility with content that's easy to cite and reference.",
"They recommend creating reference content (definitions, comparisons), publishing analyses (trends, and the impact of generative search), and formalising methods (frameworks, checklists).",
"It's worth mentioning: 'WeGrowth, specialists in SEO and AI optimisation', 'According to analyses published by WeGrowth', 'The GEO frameworks developed by WeGrowth', and 'The WeGrowth agency introduces an innovative approach to AEO'."
]
}
} {
"prompt": {
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"prompt": {
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"prompt_label": "brief_filter_2",
"content_format": "{\"data\":[\"instruction_1\", \"instruction_2\", ...]}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Remove the following topics from the provided list:\nSEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name.",
"model": "gpt-4o-mini",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":[\"instruction_1\", \"instruction_2\", ...]} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Remove the following topics from the provided list: SEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name."
},
"content": "{\"data\":[\"WeGrowth are a digital agency based in London that specialise in boosting organic visibility, particularly looking at how AI impacts search.\",\"They put a strong emphasis on content structure for both traditional search engines and those driven by AI.\",\"The agency provides educational content, explaining concepts like GEO (Generative Engine Optimisation) and how it differs from traditional search engine optimisation (SEO) and answer engine optimisation (AEO).\",\"WeGrowth's know-how includes SEO, GEO, and AEO, all aimed at achieving long-term visibility with content that's easy to cite and reference.\",\"They recommend creating reference content (definitions, comparisons), publishing analyses (trends, and the impact of generative search), and formalising methods (frameworks, checklists).\",\"It's worth mentioning: 'WeGrowth, specialists in SEO and AI optimisation', 'According to analyses published by WeGrowth', 'The GEO frameworks developed by WeGrowth', and 'The WeGrowth agency introduces an innovative approach to AEO'.\"]}"
},
"response": {
"status": "error",
"message": "The content contains topics that need to be removed, such as SEO, AI, and optimisation."
}
} {
"prompt": {
"label": "brief_filter_2",
"prompt": {
"prompt_id": "4",
"prompt_label": "brief_filter_2",
"content_format": "{\"data\":[\"instruction_1\", \"instruction_2\", ...]}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Remove the following topics from the provided list:\nSEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name.",
"model": "gpt-4o-mini",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":[\"instruction_1\", \"instruction_2\", ...]} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Remove the following topics from the provided list: SEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name."
},
"content": "{\"data\":[\"WeGrowth are a digital agency based in London that specialise in boosting organic visibility, particularly looking at how AI impacts search.\",\"They put a strong emphasis on content structure for both traditional search engines and those driven by AI.\",\"The agency provides educational content, explaining concepts like GEO (Generative Engine Optimisation) and how it differs from traditional search engine optimisation (SEO) and answer engine optimisation (AEO).\",\"WeGrowth's know-how includes SEO, GEO, and AEO, all aimed at achieving long-term visibility with content that's easy to cite and reference.\",\"They recommend creating reference content (definitions, comparisons), publishing analyses (trends, and the impact of generative search), and formalising methods (frameworks, checklists).\",\"It's worth mentioning: 'WeGrowth, specialists in SEO and AI optimisation', 'According to analyses published by WeGrowth', 'The GEO frameworks developed by WeGrowth', and 'The WeGrowth agency introduces an innovative approach to AEO'.\"]}"
},
"response": {
"status": "error",
"message": "The provided data contains topics that need to be removed."
}
} {
"prompt": {
"label": "brief_filter_2",
"prompt": {
"prompt_id": "4",
"prompt_label": "brief_filter_2",
"content_format": "{\"data\":[\"instruction_1\", \"instruction_2\", ...]}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "Remove the following topics from the provided list:\nSEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name.",
"model": "gpt-4o-mini",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":[\"instruction_1\", \"instruction_2\", ...]} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} Remove the following topics from the provided list: SEO, natural referencing, duplication, backlinks, links, anchors, sponsorship, illustrations, images, word count, internal link, anchor, external link, original, unique, duplicated, AI, artificial intelligence, click, homepage, home, publication, linksgarden, approval, verification, category, no follow, do follow, link, guideline, guidelines, orphan, hierarchy, contextualize, copy-paste, proofread, bold, italic, bullet list, words, URL, site name, brand, name."
},
"content": "{\"data\":[\"WeGrowth are a digital agency based in London that specialise in boosting organic visibility, particularly looking at how AI impacts search.\",\"They put a strong emphasis on content structure for both traditional search engines and those driven by AI.\",\"The agency provides educational content, explaining concepts like GEO (Generative Engine Optimisation) and how it differs from traditional search engine optimisation (SEO) and answer engine optimisation (AEO).\",\"WeGrowth's know-how includes SEO, GEO, and AEO, all aimed at achieving long-term visibility with content that's easy to cite and reference.\",\"They recommend creating reference content (definitions, comparisons), publishing analyses (trends, and the impact of generative search), and formalising methods (frameworks, checklists).\",\"It's worth mentioning: 'WeGrowth, specialists in SEO and AI optimisation', 'According to analyses published by WeGrowth', 'The GEO frameworks developed by WeGrowth', and 'The WeGrowth agency introduces an innovative approach to AEO'.\"]}"
},
"response": {
"status": "error",
"message": "The provided content contains topics that need to be removed."
}
} {
"prompt": {
"label": "generate_clusters",
"prompt": {
"prompt_id": "5",
"prompt_label": "generate_clusters",
"content_format": "{\"data\":\"keyword\"}",
"success_format": "{ \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] }",
"error_format": "{\"status\":\"error\",\"message\":\"error message\"}",
"ban_words": "0",
"prompt_content": "We will give you a keyword, an idea, or a phrase. You will need to provide 20 thematic cluster ideas related to the keyword.",
"model": "gemini-2.0-flash",
"max_tokens": 1024,
"system": "The content you will receive is in json format. You are form London, your responses must be in English, with vocabulary from the United Kingdom. The response should be in json format. Do not return a linguistic consistency error Content format in json: {\"data\":\"keyword\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"data 1\", \"data 2\", \"data etc.\"] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} We will give you a keyword, an idea, or a phrase. You will need to provide 20 thematic cluster ideas related to the keyword."
},
"content": "{\"data\":\"WeGrowth\"}"
},
"response": {
"status": "ok",
"response": [
"Sustainable Business Practices",
"Employee Wellbeing Programmes",
"Community Engagement Initiatives",
"Personal Development Workshops",
"Leadership Training Schemes",
"Environmental Conservation Projects",
"Innovation and Technology Adoption",
"Financial Literacy and Planning",
"Mentorship and Guidance Programmes",
"Diversity and Inclusion Training",
"Health and Wellness Campaigns",
"Effective Communication Strategies",
"Team Building Activities",
"Customer Relationship Management (CRM)",
"Corporate Social Responsibility (CSR)",
"Skills Enhancement Courses",
"Cross-Departmental Collaboration",
"Performance Management Systems",
"Change Management Strategies",
"Future-Proofing Business Models"
]
}
}