{"avg":{"avg_bot_access":91.6,"avg_rendering":93,"avg_structure":35.4,"avg_schema":9.4,"avg_tech_stack":63.4,"avg_overall":56.8},"domain":{"domain":"ampl.com","crawled_at":"2026-03-19T17:07:20.631585Z","gptbot_allowed":true,"claudebot_allowed":true,"ccbot_allowed":true,"google_extended_allowed":true,"googlebot_allowed":true,"raw_text_length":34509,"rendered_text_length":34509,"ghost_ratio":0,"rendering_type":"SSR","word_count":1599,"li_count":33,"tr_count":0,"th_count":0,"structure_score":2.059999942779541,"has_org_schema":false,"has_product_schema":false,"schema_count":1,"tech_stack":"wordpress","server_header":"cloudflare","cdn":"cloudflare","http_status":200,"load_time_ms":619,"total_html_bytes":2413770,"useful_text_bytes":34509,"token_bloat_ratio":69.9000015258789,"images_total":34,"images_with_alt":34,"multimodal_pct":100,"tdm_reservation":false,"has_noai_tag":false,"script_bytes":8275,"has_breadcrumb_schema":false,"has_faq_schema":false,"has_article_schema":false,"has_website_schema":true,"page_title":"AMPL Optimization: Empowering Businesses and Institutions","meta_description":"Discover AMPL: The Ultimate Optimization Software by AMPL Optimization - Empowering Efficient Decision-Making with Powerful Mathematical Modeling. AMPL","logo_url":"https://ampl.com/wp-content/uploads/AMPL-favicon-36x29-1.svg","crawl_blocked":false,"ai_readiness_score":69,"sub_bot_access":100,"sub_rendering":100,"sub_structure":26,"sub_schema":2,"sub_tech_stack":85,"extractability_score":35,"crawl_cost_score":85,"crawl_cost_label":"High","blocklist_risk":0,"blocklist_risk_label":"None","acri_score":46,"acri_extractability":75,"acri_semantic_structure":38,"acri_content_integrity":54,"acri_retrieval_robustness":22,"acri_grade":"D","h1_text":"Optimization infrastructure for the world’s most complex decision systems.","h2_texts":"Support | Company | Contact | Optimization infrastructure for the world’s most complex decision systems | What is AMPL? | AMPL sits at the center of modern optimization systems | The AMPL Optimization Platform | AMPL Modeling | Python Ecosystem | Solver Ecosystem","tranco_rank":718721,"category":"developer","title_length":57,"meta_desc_length":151,"has_canonical":true,"canonical_url":"https://ampl.com/","canonical_mismatch":false,"has_meta_viewport":true,"h1_count":1,"h2_count":18,"h2_before_h1":true,"has_hreflang":false,"has_noindex":false,"has_lang_attr":true,"lang_attr":"en-US","og_title":"AMPL Optimization: Empowering Businesses and Institutions","og_description":"Discover AMPL: The Ultimate Optimization Software by AMPL Optimization - Empowering Efficient Decision-Making with Powerful Mathematical Modeling. AMPL","twitter_card":"summary_large_image","ttfb_ms":619,"dom_node_count":1944,"html_payload_kb":2357.2,"has_hsts":false,"has_csp":false,"cache_control":"public, max-age=0, s-maxage=3600","cf_cache_status":"HIT","sitemap_declared":true,"sitemap_url":"https://ampl.com/sitemap_index.xml","internal_links":116,"external_links":8,"tracker_scripts":1,"tracker_domains":"googletagmanager.com","tracker_token_pct":0,"global_score":60,"seo_pillar":55,"geo_pillar":60,"perf_pillar":47,"arch_pillar":83,"data_tier":1,"ai_trust_score":0,"ai_trust_rank":0,"ai_trust_percentile":0,"inbound_ai_links":0,"outbound_ai_links":0,"llm_analyzed":true,"llm_analyzed_at":"2026-04-02T11:46:07.923073Z","llm_model":"mlx-community/gemma-3-4b-it-qat-4bit","ai_unified_analysis":{"core_offering":"AMPL provides a comprehensive ecosystem and solver partner for building large-scale optimization toolchains using a mathematical programming language.","target_audience":"Developers, modelers, engineers, scientists, and business professionals across various industries seeking optimization solutions.","pricing_model":"Free in-browser options and downloadable software, with a focus on providing a complete system for optimization applications.","integration_partners":["BARON","COPT","CPLEX","CONOPT","Gurobi","KNITRO","LGO","LINDO Global"],"compliance_standards":[],"competitive_moat":"A mature mathematical programming language combined with a comprehensive ecosystem and strategic partnerships with leading solvers.","content_depth_score":8,"programmatic_seo_signals":["Integration directory pages","Template comparison pages"],"key_pain_points":["Lack of structured FAQ schema","Thin landing pages for features"]}},"percentile":64,"similar_domains":[{"domain":"powrotroberta.pl","acri_score":71,"ai_readiness_score":88,"tech_stack":"wordpress","category":"developer","token_bloat_ratio":11.399999618530273,"schema_count":1,"distance":8.75,"page_title":"Powrót Roberta Kubicy do F1 - wyniki ze startów, wywiady, relacje","h1_text":""},{"domain":"cylance.com","acri_score":71,"ai_readiness_score":87,"tech_stack":"wordpress","category":"developer","token_bloat_ratio":18,"schema_count":1,"distance":8.75,"page_title":"Ending Cyber Risk with Aurora Endpoint Security - Arctic Wolf","h1_text":"Ending Cyber Risk with Aurora Endpoint Security"},{"domain":"one2team.com","acri_score":71,"ai_readiness_score":79,"tech_stack":"wordpress","category":"developer","token_bloat_ratio":7.199999809265137,"schema_count":1,"distance":8.75,"page_title":"About Sciforma - Planview","h1_text":"Sciforma"},{"domain":"constellation-guide.com","acri_score":71,"ai_readiness_score":83,"tech_stack":"wordpress","category":"developer","token_bloat_ratio":23,"schema_count":1,"distance":8.75,"page_title":"Constellation Guide – Constellations: A Guide to the Night Sky","h1_text":"Constellation Guide"},{"domain":"ogopendata.com","acri_score":71,"ai_readiness_score":85,"tech_stack":"wordpress","category":"developer","token_bloat_ratio":11.399999618530273,"schema_count":1,"distance":8.75,"page_title":"Open Data Software and Solutions | OpenGov","h1_text":"Open Data"}]}
