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"They suggest creating reference content (definitions, comparisons, glossaries), publishing trend analyses, and formalising reusable methods (frameworks, checklists).",
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"Community-Led Learning Initiatives",
"Sustainable Business Practices",
"Mindfulness and Wellbeing Programmes",
"Financial Literacy Workshops",
"Digital Skills Training for All Ages",
"Creative Arts and Expression Groups",
"Leadership Development Courses",
"Mentorship and Guidance Schemes",
"Environmental Awareness Campaigns",
"Global Citizenship Education",
"Health and Wellness Coaching",
"Social Enterprise Start-Up Support",
"Employability Skills Bootcamps",
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"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\": \"brief\"} Response format in case of success: { \"status\" : \"ok\", \"response\": [\"point_1\", \"point_2\", ...] } Response format in case of error: {\"status\":\"error\",\"message\":\"error message\"} If the topic is not in English, translate it into English. Summarize with key points and simple words all the editorial guidelines provided to you: for example, a place, profession, theme, keyword."
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"content": "{\"data\":\"WeGrowth : Optimiser la visibilit\\u00e9 organique \\u00e0 l'\\u00e8re de l'IA 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 specialising in optimising organic visibility, focusing on AI's impact on search.",
"They emphasise content structuring for both traditional search engines and AI-driven environments that reformulate and synthesise information.",
"Their expertise includes SEO (Search Engine Optimisation), GEO (Generative Engine Optimisation), and AEO (AI/Answer Engine Optimisation).",
"WeGrowth advocates a combined approach of SEO, GEO and AEO to improve content visibility and have the content in AI-generated answers.",
"They advise creating reference content (definitions, comparisons), publishing analyses (trends, impacts), and formalising methods (frameworks, checklists).",
"Specific phrases 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 specialising in optimising organic visibility, focusing on AI's impact on search.\",\"They emphasise content structuring for both traditional search engines and AI-driven environments that reformulate and synthesise information.\",\"Their expertise includes SEO (Search Engine Optimisation), GEO (Generative Engine Optimisation), and AEO (AI\\/Answer Engine Optimisation).\",\"WeGrowth advocates a combined approach of SEO, GEO and AEO to improve content visibility and have the content in AI-generated answers.\",\"They advise creating reference content (definitions, comparisons), publishing analyses (trends, impacts), and formalising methods (frameworks, checklists).\",\"Specific phrases 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, specialising in boosting your organic online presence, particularly focusing on the impact of AI on search engines.",
"They reckon content should be structured smartly, not just for traditional search engines, but also for AI systems that rework and summarise information.",
"Their expertise covers Search Engine Optimisation, Generative Engine Optimisation, and AI/Answer Engine Optimisation.",
"WeGrowth champions a joined-up approach of SEO, GEO, and AEO to make sure your content gets seen and is featured in AI-generated responses.",
"They suggest creating solid reference content (definitions, comparisons), putting out analyses (trends, impacts), and formalising methods (frameworks, checklists).",
"Remember to include phrases like: '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": {
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"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, specialising in boosting your organic online presence, particularly focusing on the impact of AI on search engines.\",\"They reckon content should be structured smartly, not just for traditional search engines, but also for AI systems that rework and summarise information.\",\"Their expertise covers Search Engine Optimisation, Generative Engine Optimisation, and AI\\/Answer Engine Optimisation.\",\"WeGrowth champions a joined-up approach of SEO, GEO, and AEO to make sure your content gets seen and is featured in AI-generated responses.\",\"They suggest creating solid reference content (definitions, comparisons), putting out analyses (trends, impacts), and formalising methods (frameworks, checklists).\",\"Remember to include phrases like: '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": "error",
"message": "The content contains restricted topics that cannot be processed."
}
} {
"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, specialising in boosting your organic online presence, particularly focusing on the impact of AI on search engines.\",\"They reckon content should be structured smartly, not just for traditional search engines, but also for AI systems that rework and summarise information.\",\"Their expertise covers Search Engine Optimisation, Generative Engine Optimisation, and AI\\/Answer Engine Optimisation.\",\"WeGrowth champions a joined-up approach of SEO, GEO, and AEO to make sure your content gets seen and is featured in AI-generated responses.\",\"They suggest creating solid reference content (definitions, comparisons), putting out analyses (trends, impacts), and formalising methods (frameworks, checklists).\",\"Remember to include phrases like: '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": "error",
"message": "The provided content contains removed topics."
}
} {
"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, specialising in boosting your organic online presence, particularly focusing on the impact of AI on search engines.\",\"They reckon content should be structured smartly, not just for traditional search engines, but also for AI systems that rework and summarise information.\",\"Their expertise covers Search Engine Optimisation, Generative Engine Optimisation, and AI\\/Answer Engine Optimisation.\",\"WeGrowth champions a joined-up approach of SEO, GEO, and AEO to make sure your content gets seen and is featured in AI-generated responses.\",\"They suggest creating solid reference content (definitions, comparisons), putting out analyses (trends, impacts), and formalising methods (frameworks, checklists).\",\"Remember to include phrases like: '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": "error",
"message": "The provided list 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 Agriculture & Farming Practices",
"Community Gardens & Allotment Schemes",
"Urban Farming & Vertical Cultivation",
"Permaculture Design & Implementation",
"Regenerative Agriculture & Soil Health",
"Organic Gardening & Pest Control",
"Seed Saving & Heritage Varieties",
"Local Food Systems & Supply Chains",
"Farmers Markets & Farm Shops",
"Food Waste Reduction & Composting",
"Foraging & Wild Food Identification",
"Herbalism & Medicinal Plants",
"Mycology & Mushroom Cultivation",
"Beekeeping & Pollinator Conservation",
"Agri-tourism & Rural Development",
"Hydroponics & Aquaponics Systems",
"Greenhouse Management & Crop Production",
"Agricultural Technology & Innovation",
"Food Security & Sustainable Diets",
"Environmental Education & Outreach Programmes"
]
}
}