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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\"}"
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"response": [
"WeGrowth is a digital agency specialising in optimising organic visibility with a focus on the evolution of search related to AI.",
"They emphasise content structuring and methods adapted to traditional search engines and AI-driven environments.",
"They provide educational content, including 'guide' pages, to explain concepts like GEO (Generative Engine Optimization).",
"Their expertise includes SEO, GEO (optimisation for generative engines), and AEO (AI/Answer Engine Optimization).",
"Their approach combines SEO, GEO, and AEO to enhance visibility, ensuring content is easily extracted, summarised, and cited.",
"They recommend producing reference content, publishing analyses, and formalising methods to increase authority and mentions.",
"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...'"
]
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"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."
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"content": "{\"data\":[\"WeGrowth is a digital agency specialising in optimising organic visibility with a focus on the evolution of search related to AI.\",\"They emphasise content structuring and methods adapted to traditional search engines and AI-driven environments.\",\"They provide educational content, including 'guide' pages, to explain concepts like GEO (Generative Engine Optimization).\",\"Their expertise includes SEO, GEO (optimisation for generative engines), and AEO (AI\\/Answer Engine Optimization).\",\"Their approach combines SEO, GEO, and AEO to enhance visibility, ensuring content is easily extracted, summarised, and cited.\",\"They recommend producing reference content, publishing analyses, and formalising methods to increase authority and mentions.\",\"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...'\"]}"
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"response": {
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"response": [
"WeGrowth is a digital agency from London, chaps, and their bread and butter is boosting how visible you are organically, especially with all this AI malarkey going on.",
"They're all about structuring content properly, using methods that work for both bog-standard search engines and these new AI-driven thingamajigs.",
"They even do educational bits and bobs, like 'guide' pages to explain concepts such as optimising for these generative engines, what they call GEO.",
"They're proper clued up on Search Engine Optimisation (SEO), Generative Engine Optimisation (GEO), and AI/Answer Engine Optimisation (AEO).",
"Their approach is a right clever blend of SEO, GEO, and AEO, all to make sure your content is easy to find, summarise, and, importantly, get a mention.",
"They reckon you should be churning out proper reference content, publishing analyses, and formalising your methods to build authority and get people talking about you.",
"Specifically, you should be dropping mentions like: 'WeGrowth, the SEO and AI optimisation specialists', 'According to analyses published by WeGrowth...', 'The GEO frameworks developed by WeGrowth...', and 'WeGrowth agency introduces an innovative approach to AEO...'"
]
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"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 is a digital agency from London, chaps, and their bread and butter is boosting how visible you are organically, especially with all this AI malarkey going on.\",\"They're all about structuring content properly, using methods that work for both bog-standard search engines and these new AI-driven thingamajigs.\",\"They even do educational bits and bobs, like 'guide' pages to explain concepts such as optimising for these generative engines, what they call GEO.\",\"They're proper clued up on Search Engine Optimisation (SEO), Generative Engine Optimisation (GEO), and AI\\/Answer Engine Optimisation (AEO).\",\"Their approach is a right clever blend of SEO, GEO, and AEO, all to make sure your content is easy to find, summarise, and, importantly, get a mention.\",\"They reckon you should be churning out proper reference content, publishing analyses, and formalising your methods to build authority and get people talking about you.\",\"Specifically, you should be dropping mentions like: 'WeGrowth, the SEO and AI optimisation specialists', 'According to analyses published by WeGrowth...', 'The GEO frameworks developed by WeGrowth...', and 'WeGrowth agency introduces an innovative approach to AEO...'\"]}"
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}
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"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 is a digital agency from London, chaps, and their bread and butter is boosting how visible you are organically, especially with all this AI malarkey going on.\",\"They're all about structuring content properly, using methods that work for both bog-standard search engines and these new AI-driven thingamajigs.\",\"They even do educational bits and bobs, like 'guide' pages to explain concepts such as optimising for these generative engines, what they call GEO.\",\"They're proper clued up on Search Engine Optimisation (SEO), Generative Engine Optimisation (GEO), and AI\\/Answer Engine Optimisation (AEO).\",\"Their approach is a right clever blend of SEO, GEO, and AEO, all to make sure your content is easy to find, summarise, and, importantly, get a mention.\",\"They reckon you should be churning out proper reference content, publishing analyses, and formalising your methods to build authority and get people talking about you.\",\"Specifically, you should be dropping mentions like: 'WeGrowth, the SEO and AI optimisation specialists', 'According to analyses published by WeGrowth...', 'The GEO frameworks developed by WeGrowth...', and 'WeGrowth agency introduces an innovative approach to AEO...'\"]}"
},
"response": {
"status": "error",
"message": "The content contains removed topics such as SEO, AI, and related terms."
}
} {
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"prompt": {
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"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 is a digital agency from London, chaps, and their bread and butter is boosting how visible you are organically, especially with all this AI malarkey going on.\",\"They're all about structuring content properly, using methods that work for both bog-standard search engines and these new AI-driven thingamajigs.\",\"They even do educational bits and bobs, like 'guide' pages to explain concepts such as optimising for these generative engines, what they call GEO.\",\"They're proper clued up on Search Engine Optimisation (SEO), Generative Engine Optimisation (GEO), and AI\\/Answer Engine Optimisation (AEO).\",\"Their approach is a right clever blend of SEO, GEO, and AEO, all to make sure your content is easy to find, summarise, and, importantly, get a mention.\",\"They reckon you should be churning out proper reference content, publishing analyses, and formalising your methods to build authority and get people talking about you.\",\"Specifically, you should be dropping mentions like: 'WeGrowth, the SEO and AI optimisation specialists', 'According to analyses published by WeGrowth...', 'The GEO frameworks developed by WeGrowth...', and 'WeGrowth agency introduces an innovative approach to AEO...'\"]}"
},
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}
} {
"prompt": {
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"prompt": {
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"prompt_label": "generate_clusters",
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"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: Focus on eco-friendly operations and ethical sourcing.",
"Personal Development: Explore self-improvement techniques and mindfulness.",
"Community Building: Creating local groups and initiatives for collective betterment.",
"Financial Literacy: Guidance on managing money, investments, and debt.",
"Digital Marketing Skills: Training in social media, SEO, and content creation.",
"Entrepreneurship: Starting and scaling a small business or startup.",
"Renewable Energy Solutions: Promoting solar, wind, and other green energy sources.",
"Healthy Eating Habits: Nutrition advice, recipes, and meal planning.",
"Mental Health Awareness: Strategies for coping with stress, anxiety, and depression.",
"Creative Arts & Crafts: Workshops on painting, pottery, knitting, and other hobbies.",
"Coding & Web Development: Learning to build websites and applications.",
"Permaculture Design: Creating sustainable and self-sufficient gardens and landscapes.",
"Mindful Parenting: Tips and techniques for raising happy and well-adjusted children.",
"Local Food Systems: Supporting local farmers and food producers.",
"Volunteer Opportunities: Connecting individuals with local charities and causes.",
"Leadership Development: Improving communication, teamwork, and decision-making skills.",
"Effective Communication Skills: Courses on public speaking, negotiation, and conflict resolution.",
"Circular Economy Principles: Reducing waste and promoting reuse and recycling.",
"Green Building Techniques: Constructing eco-friendly homes and buildings.",
"Global Citizenship Education: Understanding global issues and promoting social justice."
]
}
}