{ "by_topic": { "F": { "SEO": { "n": 63, "median_words": 4, "min_words": 1, "max_words": 7, "first_person": 2, "question_opening": 5, "codes": { "K": 2, "C": 1, "V": 9, "F": 4, "R": 0, "X": 8, "P": 30, "N": 0, "I": 1 } }, "Buyer": { "n": 3, "median_words": 9, "min_words": 9, "max_words": 16, "first_person": 2, "question_opening": 1, "codes": { "K": 1, "C": 1, "V": 1, "F": 1, "R": 0, "X": 0, "P": 1, "N": 0, "I": 0 } }, "AI": { "n": 107, "median_words": 6, "min_words": 2, "max_words": 9, "first_person": 0, "question_opening": 7, "codes": { "K": 23, "C": 1, "V": 47, "F": 19, "R": 0, "X": 3, "P": 81, "N": 3, "I": 5 } }, "overlap": { "AI_exact_SEO_entries": 2, "AI_distinct_queries": 107, "AI_exact_SEO_distinct": 2, "Buyer_exact_SEO": 0, "AI_exact_Google_entries": 2 }, "AI_deduplicated": { "n": 107, "median_words": 6, "min_words": 2, "max_words": 9, "first_person": 0, "question_opening": 7, "codes": { "K": 23, "C": 1, "V": 47, "F": 19, "R": 0, "X": 3, "P": 81, "N": 3, "I": 5 } } }, "E": { "SEO": { "n": 7, "median_words": 3, "min_words": 2, "max_words": 5, "first_person": 0, "question_opening": 0, "codes": { "K": 0, "C": 0, "V": 0, "F": 0, "R": 0, "X": 0, "P": 0, "N": 0, "I": 0 } }, "Buyer": { "n": 8, "median_words": 8.0, "min_words": 2, "max_words": 25, "first_person": 3, "question_opening": 2, "codes": { "K": 2, "C": 2, "V": 0, "F": 4, "R": 1, "X": 1, "P": 1, "N": 1, "I": 1 } }, "AI": { "n": 12, "median_words": 5.0, "min_words": 4, "max_words": 8, "first_person": 0, "question_opening": 1, "codes": { "K": 0, "C": 4, "V": 2, "F": 1, "R": 3, "X": 1, "P": 3, "N": 0, "I": 1 } }, "overlap": { "AI_exact_SEO_entries": 0, "AI_distinct_queries": 12, "AI_exact_SEO_distinct": 0, "Buyer_exact_SEO": 1, "AI_exact_Google_entries": 0 }, "AI_deduplicated": { "n": 12, "median_words": 5.0, "min_words": 4, "max_words": 8, "first_person": 0, "question_opening": 1, "codes": { "K": 0, "C": 4, "V": 2, "F": 1, "R": 3, "X": 1, "P": 3, "N": 0, "I": 1 } } }, "L": { "SEO": { "n": 31, "median_words": 4, "min_words": 2, "max_words": 7, "first_person": 0, "question_opening": 0, "codes": { "K": 12, "C": 0, "V": 0, "F": 3, "R": 0, "X": 0, "P": 0, "N": 0, "I": 0 } }, "Buyer": { "n": 8, "median_words": 8.0, "min_words": 5, "max_words": 18, "first_person": 3, "question_opening": 5, "codes": { "K": 0, "C": 1, "V": 0, "F": 5, "R": 1, "X": 1, "P": 0, "N": 5, "I": 0 } }, "AI": { "n": 12, "median_words": 6.0, "min_words": 3, "max_words": 8, "first_person": 1, "question_opening": 5, "codes": { "K": 1, "C": 3, "V": 0, "F": 4, "R": 1, "X": 0, "P": 3, "N": 2, "I": 3 } }, "overlap": { "AI_exact_SEO_entries": 0, "AI_distinct_queries": 12, "AI_exact_SEO_distinct": 0, "Buyer_exact_SEO": 0, "AI_exact_Google_entries": 0 }, "AI_deduplicated": { "n": 12, "median_words": 6.0, "min_words": 3, "max_words": 8, "first_person": 1, "question_opening": 5, "codes": { "K": 1, "C": 3, "V": 0, "F": 4, "R": 1, "X": 0, "P": 3, "N": 2, "I": 3 } } }, "D": { "SEO": { "n": 46, "median_words": 3.0, "min_words": 1, "max_words": 8, "first_person": 0, "question_opening": 9, "codes": { "K": 0, "C": 0, "V": 0, "F": 0, "R": 17, "X": 0, "P": 4, "N": 0, "I": 15 } }, "Buyer": { "n": 12, "median_words": 9.0, "min_words": 4, "max_words": 16, "first_person": 4, "question_opening": 8, "codes": { "K": 3, "C": 0, "V": 1, "F": 4, "R": 3, "X": 2, "P": 3, "N": 2, "I": 0 } }, "AI": { "n": 104, "median_words": 6.0, "min_words": 3, "max_words": 11, "first_person": 0, "question_opening": 16, "codes": { "K": 18, "C": 4, "V": 35, "F": 17, "R": 26, "X": 14, "P": 39, "N": 4, "I": 3 } }, "overlap": { "AI_exact_SEO_entries": 0, "AI_distinct_queries": 103, "AI_exact_SEO_distinct": 0, "Buyer_exact_SEO": 0, "AI_exact_Google_entries": 0 }, "AI_deduplicated": { "n": 103, "median_words": 6, "min_words": 3, "max_words": 11, "first_person": 0, "question_opening": 16, "codes": { "K": 18, "C": 4, "V": 34, "F": 17, "R": 26, "X": 14, "P": 39, "N": 4, "I": 3 } } } }, "by_market": { "Financial advice": { "SEO": { "n": 101, "median_words": 4, "min_words": 1, "max_words": 7, "first_person": 2, "question_opening": 5, "codes": { "K": 14, "C": 1, "V": 9, "F": 7, "R": 0, "X": 8, "P": 30, "N": 0, "I": 1 } }, "Buyer": { "n": 19, "median_words": 9, "min_words": 2, "max_words": 25, "first_person": 8, "question_opening": 8, "codes": { "K": 3, "C": 4, "V": 1, "F": 10, "R": 2, "X": 2, "P": 2, "N": 6, "I": 1 } }, "AI": { "n": 131, "median_words": 6, "min_words": 2, "max_words": 9, "first_person": 1, "question_opening": 13, "codes": { "K": 24, "C": 8, "V": 49, "F": 24, "R": 4, "X": 4, "P": 87, "N": 5, "I": 9 } }, "client_map_only": { "n": 30, "median_words": 3.0, "min_words": 2, "max_words": 7, "first_person": 1, "question_opening": 3, "codes": { "K": 2, "C": 1, "V": 4, "F": 3, "R": 0, "X": 4, "P": 14, "N": 0, "I": 0 } } }, "Data protection": { "SEO": { "n": 46, "median_words": 3.0, "min_words": 1, "max_words": 8, "first_person": 0, "question_opening": 9, "codes": { "K": 0, "C": 0, "V": 0, "F": 0, "R": 17, "X": 0, "P": 4, "N": 0, "I": 15 } }, "Buyer": { "n": 12, "median_words": 9.0, "min_words": 4, "max_words": 16, "first_person": 4, "question_opening": 8, "codes": { "K": 3, "C": 0, "V": 1, "F": 4, "R": 3, "X": 2, "P": 3, "N": 2, "I": 0 } }, "AI": { "n": 104, "median_words": 6.0, "min_words": 3, "max_words": 11, "first_person": 0, "question_opening": 16, "codes": { "K": 18, "C": 4, "V": 35, "F": 17, "R": 26, "X": 14, "P": 39, "N": 4, "I": 3 } }, "client_map_only": { "n": 0, "median_words": null, "min_words": null, "max_words": null, "first_person": 0, "question_opening": 0, "codes": { "K": 0, "C": 0, "V": 0, "F": 0, "R": 0, "X": 0, "P": 0, "N": 0, "I": 0 } } } }, "counts": { "seo": 147, "buyer": 31, "AI_query_entries": 235, "AI_response_patterns": 64, "ai_origin_keywords_excluded": 3 }, "location_normalised": { "F": { "SEO": { "n": 38, "median_words": 3.0, "min_words": 1, "max_words": 7, "first_person": 2, "question_opening": 5, "codes": { "K": 2, "C": 1, "V": 4, "F": 4, "R": 0, "X": 8, "P": 15, "N": 0, "I": 1 } }, "AI": { "n": 101, "median_words": 5, "min_words": 1, "max_words": 8, "first_person": 0, "question_opening": 7, "codes": { "K": 23, "C": 1, "V": 42, "F": 19, "R": 0, "X": 3, "P": 75, "N": 3, "I": 5 } } }, "E": { "SEO": { "n": 2, "median_words": 2.0, "min_words": 2, "max_words": 2, "first_person": 0, "question_opening": 0, "codes": { "K": 0, "C": 0, "V": 0, "F": 0, "R": 0, "X": 0, "P": 0, "N": 0, "I": 0 } }, "AI": { "n": 12, "median_words": 4.5, "min_words": 3, "max_words": 7, "first_person": 0, "question_opening": 1, "codes": { "K": 0, "C": 4, "V": 2, "F": 1, "R": 3, "X": 1, "P": 3, "N": 0, "I": 1 } } }, "L": { "SEO": { "n": 26, "median_words": 4.0, "min_words": 2, "max_words": 5, "first_person": 0, "question_opening": 0, "codes": { "K": 12, "C": 0, "V": 0, "F": 3, "R": 0, "X": 0, "P": 0, "N": 0, "I": 0 } }, "AI": { "n": 12, "median_words": 5.0, "min_words": 2, "max_words": 8, "first_person": 1, "question_opening": 5, "codes": { "K": 1, "C": 3, "V": 0, "F": 4, "R": 1, "X": 0, "P": 3, "N": 2, "I": 3 } } }, "D": { "SEO": { "n": 44, "median_words": 3.0, "min_words": 1, "max_words": 8, "first_person": 0, "question_opening": 9, "codes": { "K": 0, "C": 0, "V": 0, "F": 0, "R": 17, "X": 0, "P": 3, "N": 0, "I": 15 } }, "AI": { "n": 102, "median_words": 5.0, "min_words": 2, "max_words": 11, "first_person": 0, "question_opening": 16, "codes": { "K": 18, "C": 4, "V": 33, "F": 17, "R": 26, "X": 14, "P": 39, "N": 4, "I": 3 } } } }, "exact_matches": [ { "topic": "F", "query": "chartered financial planner Poole" }, { "topic": "F", "query": "financial advisor Poole" } ] }