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Olostep provides a ready-made solution for companies working in the Generative Engine Optimization (GEO) space. GEO preview

Overview

Olostep’s APIs offer web scraping, search, and crawling capabilities to power your GEO/SEO platform This includes everything from large-scale crawling, website mapping (identifying all URLs from a website), scraping and parsing data (from sources like Google AIOs, AI Mode, Perplexity, ChatGPT, Microsoft Copilot, G2, Reddit, business websites, etc.) to running these tasks on a schedule and more. The API is used by several VC-backed startups in the space.

Why use Olostep for GEO?

  • Scalability: Process millions of URLs by running batches of 100k urls in parallel.
  • Cost-effectiveness: It’s the most cost-effective API on the market. It’s also 40% cheaper than in-house solutions (without even considering the engineering resources dedicated)
  • Reliability/Trigger rate: Endpoints are designed to be reliable and offer best-in-class data quality.
  • Multiple Formats: Retrieve parsed data directly in JSON, html or markdown format.
  • Custom Parsers: Extract only the relevant JSON information with our parsers or create and pass your own to the API.
  • Automation: Set up scheduled tasks that run at predefined times/regular intervals.
  • Good DX: We offer Python and NodeJS SDKs, an object-oriented API, Webhook support, and more.
  • Dedicated support: We offer dedicated support via Slack to help you get the most out of our API.
  • Know How: Olostep powers a significant portion of VC-backed SEO & GEO companies

LLM Search Engine Sources

Here’s a more comprehensive list of supported sources and their data formats and geo-location availability. Note, if you need a source or country that is not listed here, please get in touch with us at info@olostep.com or Slack and we’ll add it to the list. If you’d like a different data parsing, each of these Parsers can be deployed to your own dashboard and you can further customize the parsing to your needs or ask our team to do it for you. For most Parsers, including ChatGPT, we also allow parsing the network response directly to identify internal details like search_groups.

Google AI Overview

AI Overview preview

Example response

Here’s an example of the data you can extract from Google AI Overview:
{
  "prompt": "what is mitochondria",
  "answer_markdown": "Mitochondria are vital organelles in eukaryotic cells, often called the \"powerhouses,\" that convert food and oxygen into usable energy (ATP) through cellular respiration, fueling most cell activities like growth and movement. These double-membrane structures have their own DNA and play roles in cell signaling, metabolism, and even programmed cell death, making them crucial for life, with some cells having hundreds or thousands.\n\nKey Functions:\nEnergy Production: Generate over 90% of a cell's energy (ATP).\nCellular Respiration: Perform aerobic respiration, using oxygen and nutrients.\nCell Signaling: Produce signaling molecules that affect other cells.\nMetabolism: Involved in breaking down fats and carbs.\nApoptosis: Initiate the process of removing damaged cells.\n\nStructure:\nDouble Membrane: An outer membrane and a folded inner membrane (cristae) that increases surface area for reactions.\nMatrix: The inner compartment where the Krebs cycle occurs and mitochondrial DNA (mtDNA) is housed.\nMitochondrial DNA (mtDNA): Unique DNA inherited from the mother, separate from nuclear DNA.\n\nImportance:\nEssential for survival, with some cells (like muscle cells) having many, while some cells (like mature red blood cells) lack them.\nDysfunctions are linked to numerous diseases, making them a target for new treatments.",
  "sources": [
    {
      "title": "Mitochondria and health | National Institutes of Health (NIH)",
      "url": "https://www.nih.gov/news-events/nih-research-matters/mitochondria-health",
      "snippet": null,
      "source": "National Institutes of Health (.gov)",
      "index": 1
    },
    {
      "title": "What are Mitochondria and Why They Matter - MitoCanada",
      "url": "https://mitocanada.org/what-are-mitochondria/",
      "snippet": null,
      "source": "MitoCanada",
      "index": 2
    },
    {
      "title": "Definition of mitochondria - NCI Dictionary of Cancer Terms",
      "url": "https://www.cancer.gov/publications/dictionaries/cancer-terms/def/mitochondria",
      "snippet": null,
      "source": "National Cancer Institute (.gov)",
      "index": 3
    },
    {
      "title": "All about mitochondria: Definition and disease",
      "url": "https://www.genomicseducation.hee.nhs.uk/blog/all-about-mitochondria-definition-and-disease/",
      "snippet": null,
      "source": "Genomics Education Programme",
      "index": 4
    },
    {
      "title": "Mitochondrion - Wikipedia",
      "url": "https://en.wikipedia.org/wiki/Mitochondrion",
      "snippet": null,
      "source": "Wikipedia",
      "index": 5
    },
    {
      "title": "Mitochondria - The Cell - NCBI Bookshelf",
      "url": "https://www.ncbi.nlm.nih.gov/books/NBK9896/",
      "snippet": null,
      "source": "National Institutes of Health (.gov)",
      "index": 6
    },
    {
      "title": "Mitochondria Structure and Function",
      "url": "https://www.youtube.com/watch?v=4F9dDAD3_ZI&t=522",
      "snippet": null,
      "source": "YouTube",
      "index": 7
    },
    {
      "title": "what they are, what they do and how to keep them healthy",
      "url": "https://corconinternational.com/mitochondria-what-they-are-what-they-do-and-how-to-keep-them-healthy/",
      "snippet": null,
      "source": "Cor.Con. International",
      "index": 8
    },
    {
      "title": "What is mitochondria, and why is it called the powerhouse of a ...",
      "url": "https://www.quora.com/What-is-mitochondria-and-why-is-it-called-the-powerhouse-of-a-cell",
      "snippet": null,
      "source": "Quora",
      "index": 9
    },
    {
      "title": "Mitochondria - Physiopedia",
      "url": "https://www.physio-pedia.com/Mitochondria",
      "snippet": null,
      "source": "Physiopedia",
      "index": 10
    }
  ],
  "text_blocks": [
    {
      "snippet": "Mitochondria are vital organelles in eukaryotic cells, often called the \"powerhouses,\" that convert food and oxygen into usable energy (ATP) through cellular respiration, fueling most cell activities like growth and movement. These double-membrane structures have their own DNA and play roles in cell signaling, metabolism, and even programmed cell death, making them crucial for life, with some cells having hundreds or thousands.\n\nKey Functions:\nEnergy Production: Generate over 90% of a cell's energy (ATP).\nCellular Respiration: Perform aerobic respiration, using oxygen and nutrients.\nCell Signaling: Produce signaling molecules that affect other cells.\nMetabolism: Involved in breaking down fats and carbs.\nApoptosis: Initiate the process of removing damaged cells.\n\nStructure:\nDouble Membrane: An outer membrane and a folded inner membrane (cristae) that increases surface area for reactions.\nMatrix: The inner compartment where the Krebs cycle occurs and mitochondrial DNA (mtDNA) is housed.\nMitochondrial DNA (mtDNA): Unique DNA inherited from the mother, separate from nuclear DNA.\n\nImportance:\nEssential for survival, with some cells (like muscle cells) having many, while some cells (like mature red blood cells) lack them.\nDysfunctions are linked to numerous diseases, making them a target for new treatments."
    }
  ],
  "organic_results": [
    {
      "position": 1,
      "title": "Mitochondria",
      "link": "https://www.genome.gov/genetics-glossary/Mitochondria",
      "snippet": "Mitochondria are membrane-bound cell organelles (mitochondrion, singular) that generate most of the chemical energy needed to power the cell's biochemical ..."
    },
    {
      "position": 2,
      "title": "Mitochondrion",
      "link": "https://en.wikipedia.org/wiki/Mitochondrion",
      "snippet": "A mitochondrion ( pl. mitochondria) is an organelle found in the cells of most eukaryotes , such as animals, plants and fungi. Mitochondria have a double ..."
    },
    {
      "position": 3,
      "title": "Mitochondrion | Definition, Function, Structure, & Facts",
      "link": "https://www.britannica.com/science/mitochondrion",
      "snippet": "19 Nov 2025 — Known as the “powerhouses of the cell,” mitochondria produce the energy necessary for the cell's survival and functioning . Through a series of ..."
    },
    {
      "position": 4,
      "title": "Mitochondria: what are they and why do we have them?",
      "link": "https://qbi.uq.edu.au/brain/brain-anatomy/mitochondria-what-are-they-and-why-do-we-have-them",
      "snippet": "The mitochondrial genome is vital for the mitochondria's main role: burning the calories we eat with the oxygen we breathe to generate the energy to power all ..."
    },
    {
      "position": 5,
      "title": "what they are, what they do and how to keep them healthy",
      "link": "https://corconinternational.com/mitochondria-what-they-are-what-they-do-and-how-to-keep-them-healthy/",
      "snippet": "Mitochondria are organelles found inside eukaryotic cells . Their structure, characterised by a double membrane, is designed to perform one of the most essential ..."
    },
    {
      "position": 6,
      "title": "What are Mitochondria | MRC Mitochondrial Biology Unit",
      "link": "https://www.mrc-mbu.cam.ac.uk/what-are-mitochondria",
      "snippet": "Mitochondria are special compartments (organelles) in our cells that are best known for their role as powerhouses, as they breakdown food molecules and turn ..."
    },
    {
      "position": 7,
      "title": "Mitochondria and health",
      "link": "https://www.nih.gov/news-events/nih-research-matters/mitochondria-health",
      "snippet": "22 Jul 2025 — Your cells' mitochondria produce almost all the energy your body needs to survive . They also play a role in many other vital cellular functions."
    },
    {
      "position": 8,
      "title": "What is mitochondria, and why is it called the powerhouse ...",
      "link": "https://www.quora.com/What-is-mitochondria-and-why-is-it-called-the-powerhouse-of-a-cell",
      "snippet": "Mitochondria are membrane-bound organelles present in the cytoplasm of all eukaryotic cells , that produce adenosine triphosphate (ATP), ..."
    }
  ],
  "url": "https://www.google.com/search?q=what%20is%20mitochondria"
}

Supported countries

  • United States
  • United Kingdom
  • Canada
  • Australia
  • New Zealand
  • Ireland
  • India
  • Italy
  • France
  • Germany
  • Spain
  • Netherlands
  • Belgium
  • Switzerland
  • Austria
  • Sweden
  • Norway
  • Denmark

Google AI Mode

AI Overview preview

Example response

{
  "url": "https://www.google.com//search?q=what+is+mitochondria&hl=en&udm=50&aep=11&newwindow=1&sei=hzA8acTQB5v6kPIPq9S3-Ac&mstk=AUtExfCLP2fvgaMf1soQAnxZquvJa4U4ZeY2UOzcjdV8a1DHUR1sTlm5jnoP_7c_xODSuiok8ipNW5OqJed6mnSgcszpiNCnQ9BBYzxXSF83FoBZep8Ytk1JkOU2QbC7vTfZ6-TR7ZCgXMtO8B-pggVV9_98cl-LC5ZMizo&csuir=1",
  "prompt": "what is mitochondria",
  "answer_markdown": "Mitochondria (singular: mitochondrion) are \n\nmembrane-bound **organelles found within almost all eukaryotic cells** . They are popularly known as the **\"powerhouses of the cell\"**  because they generate most of the chemical energy needed to power the cell's biochemical reactions.  \n\nPrimary Function: Energy Production  \n\nThe main function of mitochondria is to produce the cell's primary energy-carrying molecule, adenosine triphosphate (ATP). This process is called cellular respiration or oxidative phosphorylation, which involves breaking down nutrients (like glucose and fatty acids) using oxygen to release a large amount of energy.  \n\nCells that require a high amount of energy, such as muscle, liver, brain, and kidney cells, contain hundreds or even thousands of mitochondria to meet their metabolic demands.  \n\nOther Key Functions  \n\nBeyond energy production, mitochondria are involved in several other critical cellular processes:  \n\n* **Cell Signaling**  They participate in various signaling pathways, communicating with other organelles to regulate cellular activities.\n* **Programmed Cell Death (Apoptosis)**  Mitochondria play a central role in initiating apoptosis, a necessary process for removing damaged or infected cells from the body.\n* **Calcium Storage and Regulation**  They act as storage sites and buffers for calcium ions, which are vital for processes like muscle contraction and neurotransmitter release.\n* **Synthesis of Important Molecules**  They contribute to the synthesis of steroid hormones, certain parts of the blood (like heme), and some neurotransmitters.\n\nUnique Characteristics  \n\nMitochondria have several unique features that distinguish them from other organelles:  \n\n* **Double Membrane**  They are enclosed by two membranes—an outer membrane and a highly folded inner membrane (called cristae). The folds in the inner membrane increase the surface area available for the chemical reactions of energy production.\n* **Their Own DNA**  Mitochondria contain their own small, circular DNA genome (mtDNA), which is separate from the cell's nuclear DNA. This mtDNA is almost exclusively inherited from the mother.\n* **Bacterial Origin**  The presence of their own DNA and other structural similarities strongly supports the endosymbiotic theory, which suggests that mitochondria were once free-living bacteria that were engulfed by a larger host cell over a billion years ago, forming a mutually beneficial relationship.\n\nDysfunctional mitochondria can lead to various health problems, including rare inherited conditions and more common diseases like Parkinson's, heart disease, diabetes, and cancer.  \n\nAI can make mistakes, so double-check responses \n\nCreating a public link... \n\nYou can now share this thread with others.\n\nThank you\n\nYour feedback helps Google improve. See our [ Privacy Policy ](https://policies.google.com/privacy?hl=en).\n\nShare more feedback Report a problem Close \n\nWhat links mitochondria dysfunction to specific diseases?\n\nWhat reactions occur in the mitochondrial matrix?\n\nExplain more about the endosymbiotic theory of mitochondria",
  "sources": [
    {
      "url": "https://en.wikipedia.org/wiki/Mitochondrion",
      "title": "Wikipedia",
      "description": "Mitochondrion - Wikipedia",
      "icon": null,
      "domain": "https://en.wikipedia.org",
      "cited": true
    },
    {
      "url": "https://byjus.com/biology/mitochondria/",
      "title": "BYJU'S",
      "description": "Mitochondria Definition - BYJU'S",
      "icon": null,
      "domain": "https://byjus.com",
      "cited": true
    },
    {
      "url": "https://medschool.ucla.edu/research/themed-areas/metabolism-research/mitochondria",
      "title": "UCLA Medical School",
      "description": "What Does The Mitochondria Do? - UCLA Medical School",
      "icon": null,
      "domain": "https://medschool.ucla.edu",
      "cited": true
    },
    {
      "url": "https://en.wikipedia.org/wiki/Mitochondrion",
      "title": "Wikipedia",
      "description": "Mitochondrion - Wikipedia",
      "icon": null,
      "domain": "https://en.wikipedia.org",
      "cited": true
    },
    {
      "url": "https://byjus.com/biology/mitochondria/",
      "title": "BYJU'S",
      "description": "Mitochondria Definition - BYJU'S",
      "icon": null,
      "domain": "https://byjus.com",
      "cited": true
    },
    {
      "url": "https://my.clevelandclinic.org/health/diseases/15612-mitochondrial-diseases",
      "title": "Cleveland Clinic",
      "description": "Mitochondrial Diseases: Causes, Symptoms & Treatment",
      "icon": null,
      "domain": "https://my.clevelandclinic.org",
      "cited": true
    },
    {
      "url": "https://bio.libretexts.org/Bookshelves/Introductory_and_General_Biology/General_Biology_(Boundless)/04%3A_Cell_Structure/4.09%3A_Eukaryotic_Cells_-_Mitochondria",
      "title": "Biology LibreTexts",
      "description": "4.9: Eukaryotic Cells - Mitochondria - Biology LibreTexts",
      "icon": null,
      "domain": "https://bio.libretexts.org",
      "cited": true
    },
    {
      "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC3513836/",
      "title": "National Institutes of Health (.gov)",
      "description": "Cellular and molecular mechanisms of mitochondrial function - PMC",
      "icon": null,
      "domain": "https://pmc.ncbi.nlm.nih.gov",
      "cited": true
    },
    {
      "url": "https://www.medicalnewstoday.com/articles/320875",
      "title": "Medical News Today",
      "description": "Mitochondria: Form, function, and disease - Medical News Today",
      "icon": null,
      "domain": "https://www.medicalnewstoday.com",
      "cited": true
    },
    {
      "url": "https://www.nature.com/scitable/topicpage/mitochondria-14053590/",
      "title": "Nature",
      "description": "Mitochondria, Cell Energy, ATP Synthase | Learn Science at Scitable",
      "icon": null,
      "domain": "https://www.nature.com",
      "cited": true
    },
    {
      "url": "https://www.britannica.com/science/mitochondrion",
      "title": "Britannica",
      "description": "Mitochondrion | Definition, Function, Structure, & Facts - Britannica",
      "icon": null,
      "domain": "https://www.britannica.com",
      "cited": true
    },
    {
      "url": "https://medschool.ucla.edu/research/themed-areas/metabolism-research/mitochondria",
      "title": "UCLA Medical School",
      "description": "What Does The Mitochondria Do? - UCLA Medical School",
      "icon": null,
      "domain": "https://medschool.ucla.edu",
      "cited": true
    },
    {
      "url": "https://www.genome.gov/genetics-glossary/Mitochondria",
      "title": "National Human Genome Research Institute (NHGRI) (.gov)",
      "description": "Mitochondria - National Human Genome Research Institute",
      "icon": null,
      "domain": "https://www.genome.gov",
      "cited": true
    },
    {
      "url": "https://www.khanacademy.org/science/ap-biology/cell-structure-and-function/cell-compartmentalization-and-its-origins/a/chloroplasts-and-mitochondria",
      "title": "Khan Academy",
      "description": "Mitochondria and chloroplasts (article) - Khan Academy",
      "icon": null,
      "domain": "https://www.khanacademy.org",
      "cited": true
    },
    {
      "url": "https://www.ncbi.nlm.nih.gov/books/NBK9896/",
      "title": "National Institutes of Health (.gov)",
      "description": "Mitochondria - The Cell - NCBI Bookshelf - NIH",
      "icon": null,
      "domain": "https://www.ncbi.nlm.nih.gov",
      "cited": true
    },
    {
      "url": "https://www.chop.edu/mitochondria-facts",
      "title": "Children's Hospital of Philadelphia",
      "description": "Facts about Mitochondria - Children's Hospital of Philadelphia",
      "icon": null,
      "domain": "https://www.chop.edu",
      "cited": true
    },
    {
      "url": "https://www.nih.gov/news-events/nih-research-matters/mitochondria-health",
      "title": "National Institutes of Health (.gov)",
      "description": "Mitochondria and health | National Institutes of Health (NIH)",
      "icon": null,
      "domain": "https://www.nih.gov",
      "cited": true
    },
    {
      "url": "https://www.news-medical.net/life-sciences/What-are-Mitochondria.aspx",
      "title": "News-Medical",
      "description": "What are Mitochondria? - News-Medical.Net",
      "icon": null,
      "domain": "https://www.news-medical.net",
      "cited": true
    },
    {
      "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10167337/",
      "title": "National Institutes of Health (.gov)",
      "description": "Mitochondria: It is all about energy - PMC - PubMed Central",
      "icon": null,
      "domain": "https://pmc.ncbi.nlm.nih.gov",
      "cited": true
    },
    {
      "url": "https://www.vedantu.com/question-answer/are-mitochondria-called-the-powerhouse-of-the-class-11-biology-cbse-608a2e28d658fd6b4d2593cf",
      "title": "Vedantu",
      "description": "Why are mitochondria called the powerhouse of the cell? - Vedantu",
      "icon": null,
      "domain": "https://www.vedantu.com",
      "cited": true
    },
    {
      "url": "https://qbi.uq.edu.au/brain/brain-anatomy/mitochondria-what-are-they-and-why-do-we-have-them",
      "title": "Queensland Brain Institute",
      "description": "Mitochondria: what are they and why do we have them?",
      "icon": null,
      "domain": "https://qbi.uq.edu.au",
      "cited": true
    },
    {
      "url": "https://www.pfizer.com/news/articles/why_mitochondria_is_the_organelle_of_the_moment",
      "title": "Pfizer",
      "description": "Why Mitochondria Is The Organelle Of The Moment - Pfizer",
      "icon": null,
      "domain": "https://www.pfizer.com",
      "cited": true
    }
  ]
}

Supported countries

  • United States
  • United Kingdom
  • Canada
  • Australia
  • New Zealand
  • Ireland
  • India
  • Italy
  • France
  • Germany
  • Spain
  • Netherlands
  • Belgium
  • Switzerland
  • Austria
  • Sweden
  • Norway
  • Denmark

ChatGPT

ChatGPT preview

Example response

{
  "url": "https://chatgpt.com/?q=best%20leather%20shoes%20for%20men",
  "prompt": "best leather shoes for men",
  "answer_markdown": "Here are some of the **best leather shoes for men** across a range of styles — from dress shoes and casual classics to versatile sneakers. I've grouped them by category so you can easily find the perfect pair for your needs 👇\n\n![Allen Edmonds Park Avenue Cap Toe Oxford](https://images.openai.com/static-rsc-1/14XMTUPwjjZJjmC68MzLfCcHqGs_7bwkONzBhcG4MmKOK5Ti2jC-cRJrcE0yJyRS5jBBt8hm3dy_Zd7oHXmVDUxs92KclzIuhBcB8U9_cOc8OBsTQ0_E-G-CV_uuvSF1S9LqhiCxU7zm33RuQ60cU25ukgPrBwKgM7d1UDFdDM41O8n4d49Yklah25o9_SXCCH3JGlrQsw2ilkvBm2LWQ89L6fDqzGDNbscjCd-lEmP8XaLBXy7VMRb3A0wzbP7a) \n\nAllen Edmonds Park Avenue Cap Toe Oxford\n\n$379.98\n\n•\n\nAllen Edmonds\n\n![Amberjack Men's The Original](https://images.openai.com/static-rsc-1/0KrE1f1Gu9PLxbbjk4RZFcs9aAKqLZVhgPM70_uWHz1P2NleprLpSyoW4Ew0odsIu6yvbAUQZTh_FgMFLJyQ3vAgb-8aF8gr_N4eEP8FatrOTA90otAP-JxDIQxLd2rVYrkyNe_YLKvwoZAjFbrZ6goV2986izKJOEoTcVvqvlX7JmhRF3uHzRw2J7OtdlhZmCD2wp_BiiBFK6yhrlHdj0ArBT18hfa442ZoEPr3H2G6aWgudJqZDO0ghYQZh1dtEyYlbu4Hc_c0jqk8Am_IEA) \n\nAmberjack Men's The Original\n\n$156.00\n\n•\n\nAmberjack + others\n\n![Florsheim Men's Leather Cap Toe Oxford](https://images.openai.com/static-rsc-1/Y26RpwbB4MRr5wcvVgvRju6w5i8N9VPjRVCGuUUpyojoXwQA6MG9S7jXcFAVQ2atGeand34_v2b7woseK046PRVl9D7qptsBj4t16Q4goaTNlQ0JBfAHb7rSnwI6mVZuv2RLfhPI2l8xo8jIbzfIyA70AqcHwNwnRlifGdcpUItF8rKywlZY7MNWMOOvEw-l-vyh5UQc34dwHux09eyWJA) \n\nFlorsheim Men's Leather Cap Toe Oxford\n\n$134.99\n\n•\n\nMen's Wearhouse\n\n![Cole Haan Original Grand 2.0](https://images.openai.com/static-rsc-1/ugTwpcIGevr0OKoKxcmFcAJIFmpaQx18FfKUS8CK6HFiCuOVaGfltQEuYQZkyM9tIJai9H7VjVPvWkiK-ZziZy6ZbW7Dmi7QpRmR3l1Q5GzPsUPmkwuD1UlVmJEvB-1gbppHsW132JqSQpe1-LnjNCQgY8pHW9gpsDBqlkEuha53UqxzonI5GlU3fmdAomM2FDmBCCZzLsvwmq7du69OH-eoHkFvxm4uMcIhUEhzuidEdiPCM7QKhAN7dQ08iLQ5) \n\nCole Haan Original Grand 2.0\n\n$229.99\n\n•\n\nMen's Wearhouse + others\n\n![Nike Killshot 2 Leather](https://images.openai.com/static-rsc-1/f5idIh1FPUyES4ADdwPC7zDjrbGTcErq4gqZ9tLjrpdMiuhJqGzv8MfeBiq14QcAhT5Bct_195df1kZ9QHdknrGsCVMp6RDsizoxdx2xZfas1nh-Nwbj_BXUUExsxLI1-chrIMo7WA-o1ieOltij6eSi5U2kmOZCwle0rxjp9-dUVqTaLuw4GijrKP0vXXnavBC5tbY3MV2vC9h5ahataA) \n\nNike Killshot 2 Leather\n\n$100.00\n\n•\n\nNike + others\n\n![Reebok Classic Leather](https://images.openai.com/static-rsc-1/ttBGBcmS9RfUetDiscFxQ60VaZJSNPQKgcVEvPlYhMRK-YKy1UAjLKqj6R_R40mnbMD-MHgNNloq4jT6ajMkTX-KeGtEXZvUInf2Co9U42q1YJl_SzxmNDWjWRih1BmA79sdCvaLIJe1J8G0gRV3Uh4GFl8whWuWyN6IP4MNlyuMggs218MiXdRfRu6Mv0fc2Z7UzKJhAxoXRC2ALS5qWkr5XJAj2iJMD1IpFIilyOI) \n\nReebok Classic Leather\n\n$45.00\n\n•\n\nJD Sports + others\n\n![Clarks Un Briley Step](https://images.openai.com/static-rsc-1/vMgGbUlVej0Lpo05qmFzfP-bUFUV5ROywy86CaQdz_TbxLcNdlaRh0pi69f3sW9DToxYP-Yj0fYbF4n-aEOIz_FbcJK722hTZ-diKH9OJABsh-6UJ14KxJFkHvjxXK_Du1dLi-OOYCYj6svKYwcwySZ1mIUy7BC-71nxwlXOBShlYTKl1o9eHMtYIUFqXrXhvqrhG4ahjpXkydvbJ7v6Di5-Bz8kBZcpUXHs3eCcOcUc02wMslWhLf3jBw-IbCJxGsqgAb6AGY2iRM1zgfNggQ) \n\nClarks Un Briley Step\n\n$170.00\n\n•\n\nClarks Shoes + others\n\n![Thursday Boot Company Classic Cap Toe](https://images.openai.com/static-rsc-1/HMxvWc6R4ddGT9B4lwaS-_iqGaMcGZfCfqvz7jjpEsgPjhmOOd2cOSl1jOKegwTZ3-RQIzyZcY_ZMIO1AvqidOHYWfJYPfNBnaqamlIvNb6b5nMCepsFdQHb_oiC8rSBCeCp8pcyKroxTahKpTZRN8gz9SB-CQP944UJ4QfU_F_tK3XzkzRfm_avJCR-N3dmjr8flkEo3ueBQm2nTALPioUrJXHssC21MzONp57dOlf4dGBJMQ-xzp87VONWP94f) \n\nThursday Boot Company Classic Cap Toe\n\n$168.00\n\n•\n\nThursday Boot Company + others\n\n### 👔 Classic Dress & Formal Leather Shoes\n\n_Perfect for office, weddings, and formal occasions._ \n\n* **Allen Edmonds Park Avenue Cap Toe Oxford**  – Premium American-made Oxford with timeless style and quality craftsmanship, ideal if you want a long-lasting investment pair.\n* **Amberjack Men's The Original**  – Excellent blend of comfort and polished dress shoe look; widely loved for all-day wear.\n* **Florsheim Men's Leather Cap Toe Oxford**  – Classic formal option at a great value with a sleek silhouette.\n* **Cole Haan Original Grand 2.0**  – Dress shoe meets comfort tech — stylish brogue details with flexible, cushioned construction.\n\n### 👞 Casual & Everyday Leather Shoes\n\n_Great for smart-casual outfits and daily wear._ \n\n* **Nike Killshot 2 Leather**  – A leather sneaker that pairs well with jeans or chinos — timeless retro styling.\n* **Reebok Classic Leather**  – Iconic, comfortable leather sneaker that works with casual outfits.\n* **Clarks Un Briley Step**  – A comfortable leather casual shoe that’s great for walking and everyday use.\n\n### 🥾 Versatile & Smart Casual\n\n_Transitions from office to weekend easily._ \n\n* **Thursday Boot Company Classic Cap Toe**  – A robust leather lace-up that’s dressy yet practical — great for business casual looks.\n\n---\n\n## 👞 Quick Tips for Choosing Leather Shoes\n\n**1\\. Know the style you need** \n\n* **Oxfords & Derby shoes** \\= more formal and dressy. [FashionBeans](https://www.fashionbeans.com/article/best-leather-shoes-for-men/?utm_source=chatgpt.com)\n* **Leather sneakers** \\= casual and versatile. [FashionBeans](https://www.fashionbeans.com/article/best-leather-shoes-for-men/?utm_source=chatgpt.com)\n* **Boots & lace-ups** \\= mix of smart and rugged depending on design. [Men's](https://www.mensjournal.com/style/essential-mens-shoes?utm_source=chatgpt.com)\n\n**2\\. Leather quality matters**   \nFull-grain and calfskin leathers are usually more durable and age beautifully with wear. [FashionBeans](https://www.fashionbeans.com/article/best-leather-shoes-for-men/?utm_source=chatgpt.com) \n\n**3\\. Comfort tech is a bonus**   \nSome modern dress shoes now include cushioning and flexible soles — ideal if you’re on your feet a lot. [Yahoo](https://www.yahoo.com/lifestyle/best-mens-dress-shoes-203007687.html?utm_source=chatgpt.com) \n\n---\n\nIf you tell me your **budget and what style you’re going for** (e.g., formal office, casual weekend, rugged/outdoor), I can tailor recommendations even more!",
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  "sources": [
    {
      "url": "https://www.fashionbeans.com/article/best-leather-shoes-for-men/?utm_source=chatgpt.com",
      "title": "7 Best Leather Shoes for Men: Effortless Style Anywhere 2025 | FashionBeans",
      "snippet": "October 2, 2024",
      "cited": true
    },
    {
      "url": "https://www.mensjournal.com/style/essential-mens-shoes?utm_source=chatgpt.com",
      "title": "Essential Men's Shoes That Every Guy Should Own | Men's Journal - Men's Journal",
      "snippet": "January 12, 2022",
      "cited": true
    },
    {
      "url": "https://www.yahoo.com/lifestyle/best-mens-dress-shoes-203007687.html?utm_source=chatgpt.com",
      "title": "The 13 best men's dress shoes to buy — Cole Haan, Rothy's and more",
      "snippet": null,
      "cited": true
    },
    {
      "url": "https://legendsonlyleague.com/best-leather-sneakers-for-men/?utm_source=chatgpt.com",
      "title": "Best Leather Sneakers for Men - 2025 Reviews - Legends Only League",
      "snippet": "— Let’s be real—finding the perfect pair of leather sneakers is like hunting for that one comfortable chair you never want to get up from. You want something that looks sharp enough for a casual Friday...December 5, 2025",
      "cited": false
    },
    {
      "url": "https://footwind.net/best-mens-leather-dress-shoes/?utm_source=chatgpt.com",
      "title": "7 Best Men's Leather Dress Shoes of 2026",
      "snippet": "— This post contains affiliate links. As an Amazon Associate, we earn from qualifying purchases.  Finding the right men’s leather dress shoes can be a challenge, especially when balancing style, comfort...December 3, 2025",
      "cited": false
    },
    {
      "url": "https://rustictools.com/best-leather-dress-shoes/?utm_source=chatgpt.com",
      "title": "Best Leather Dress Shoes For Every Occasion",
      "snippet": "— The Allen Edmonds Park Avenue is a timeless classic for a reason. Its sleek, cap-toe design is impeccably executed, exuding sophistication and elegance that complements any formal or business attire....October 7, 2025",
      "cited": false
    },
    {
      "url": "https://www.alldressy.com/best-mens-dress-shoes/?utm_source=chatgpt.com",
      "title": "Best Men's Dress Shoes - All Dress",
      "snippet": "— 4. SKECHERS MORENO EDERSON OXFORD WITH MEMORY FOAM  Check price on Amazon  Description: A casual dress-style Oxford with Skechers comfort tech: memory foam insole, relaxed fit, and simple lace-up styl...August 2, 2025",
      "cited": false
    },
    {
      "url": "https://toptenreviewed.com/best-mens-leather-shoes/?utm_source=chatgpt.com",
      "title": "Best Men's Leather Shoes to Elevate Your Style Game - TopTenReviewed",
      "snippet": "— BEST MENS LEATHER SHOES – REVIEWS  1. ALLEN EDMONDS PARK AVENUE CAP-TOE OXFORD  The Allen Edmonds Park Avenue Cap-Toe Oxford is a quintessential choice for men seeking an elegant footwear option for f...May 29, 2025",
      "cited": false
    },
    {
      "url": "https://thesmalltools.com/best-mens-leather-shoes/?utm_source=chatgpt.com",
      "title": "Best Mens Leather Shoes: A Guide To Timeless Style - TheSmallTools",
      "snippet": "— Looking ahead, the men’s leather shoe market is poised for continued innovation and adaptation. Advancements in 3D printing, personalized fitting technologies, and smart shoe features are likely to s...May 29, 2025",
      "cited": false
    },
    {
      "url": "https://comparisonlive.com/mens-leather-shoes/?utm_source=chatgpt.com",
      "title": "Best Men's Leather Shoes to Elevate Your Style Game - Comparison Live",
      "snippet": "— 1. ALLEN EDMONDS PARK AVENUE CAP-TOE OXFORD  The Allen Edmonds Park Avenue Cap-Toe Oxford is a staple in men’s formal footwear. Crafted from premium calfskin leather, these shoes are not only stylish...May 7, 2025",
      "cited": false
    },
    {
      "url": "https://www.menshealth.com/style/g19545927/best-dress-shoes//?utm_source=chatgpt.com",
      "title": "10 Best Dress Shoes for Men in 2024, Tested by Our Fashion Director",
      "snippet": "— * ### Best Leather  Suit Supply Brown DerbyRead more  We even explored hybrid types that blend formal style with casual comfort. Finding the best dress shoes for men doesn't have to be expensive, com...September 26, 2024",
      "cited": false
    },
    {
      "url": "https://totallyreviewed.com/best-mens-leather-dress-shoes/?utm_source=chatgpt.com",
      "title": "Best Men's Leather Dress Shoes: Elevate Your Style with Timeless Elegance - Totally Reviewed",
      "snippet": "— BEST MENS LEATHER DRESS SHOES  01. ALLEN EDMONDS PARK AVENUE CAP-TOE OXFORD  Crafted with precision and elegance, the Allen Edmonds Park Avenue Cap-Toe Oxford exudes timeless sophistication. The impec...August 6, 2024",
      "cited": false
    },
    {
      "url": "https://www.esquire.com/style/mens-fashion/g36384400/best-mens-leather-sneakers//?utm_source=chatgpt.com",
      "title": "13 Best Leather Sneakers for Men 2024",
      "snippet": "— If you're in the market for something vintage inspired, we've got that, too—plus designer options, revamped runners, and more.  * ### Best Leather Sneakers Under $100  Cole Haan Grand Crosscourt II Sn...April 12, 2024",
      "cited": false
    },
    {
      "url": "https://www.esquire.com/style/mens-fashion/g36384400/best-mens-leather-sneakers/?utm_source=chatgpt.com",
      "title": "13 Best Leather Sneakers for Men 2024",
      "snippet": "— * ### Best Leather Sneakers Under $100  Cole Haan Grand Crosscourt II SneakersRead more  * ### Best All-White Leather Sneakers  Greats Royale SneakersRead more  * ### Best Nostalgic Leather Sneakers...April 12, 2024",
      "cited": false
    },
    {
      "url": "https://smallbiztrends.com/best-dress-shoes-for-men/?utm_source=chatgpt.com",
      "title": "Best Dress Shoes for Men: Our Picks and Info",
      "snippet": "— COLE HAAN MEN’S PINCH TASSEL LOAFER  Cole Haan’s Pinch Tassel Loafer, a symbol of nearly 80 years of craftsmanship, offers an impeccable blend of luxury and style. A choice for the dapper gentleman, t...December 17, 2023",
      "cited": false
    },
    {
      "url": "https://www.askdeb.com/reviews/10-best-mens-dress-shoes-us/?utm_source=chatgpt.com",
      "title": "10 Best Mens Dress Shoes Us - AskDeb",
      "snippet": "— 1. DOCKERS MENS GORDON LEATHER OXFORD DRESS SHOE,BLACK,11 W US  9.7/10 our score  Buy Now  I recently bought the Dockers Mens Gordon Leather Oxford Dress Shoe and I am absolutely loving it! The leathe...November 8, 2023",
      "cited": false
    },
    {
      "url": "https://www.menshealth.com/style/g42053085/best-mens-leather-sneakers/?utm_source=chatgpt.com",
      "title": "20 Best Leather Sneakers for Men in 2024, Tested by Style Experts",
      "snippet": "— Skip to Content  sign in  Subscribe  Courtesy of Retailer  Our product picks are editor-tested, expert-approved. We may earn a commission through links on our site. Why Trust Us?  WHETHER YOU'RE runni...March 22, 2023",
      "cited": false
    },
    {
      "url": "https://stridewise.com/best-leather-sneakers/?utm_source=chatgpt.com",
      "title": "9 Best Leather Sneakers for Men 2025 | Minimalist, Low Profile, Dressy Sneaks | Stridewise",
      "snippet": "— BEST VALUE LEATHER SNEAKER: THURSDAY BOOT CO. PREMIER LOW TOP SNEAKERS  * Wide and extra wide sizes * Excellent selection of leathers and colors * $129  If you’ve been in the boot game for a while, Th...February 24, 2023",
      "cited": false
    },
    {
      "url": "https://explorenationalparks.store/best-leather-shoes-for-men?utm_source=chatgpt.com",
      "title": "Best Leather Shoes for Men: Complete 2024 Buyer's Guide | Explore National Parks",
      "snippet": "TOP 5 BEST LEATHER SHOES FOR MEN IN 2024  1. ALLEN EDMONDS FIFTH AVENUE OXFORD  ★★★★★  (4.4/5 - 1,247 reviews)  The gold standard for American-made dress shoes. This cap-toe oxford features premium ca...",
      "cited": false
    },
    {
      "url": "https://www.mic.com/shopping/the-12-best-leather-sneakers-for-men-82393043?utm_source=chatgpt.com",
      "title": "The 12 best leather sneakers for men",
      "snippet": "1. THE SPERRY SNEAKERS  Sperry Men's Striper II LTT Leather ShoeSee price on AmazonSee on Amazon  These leather sneakers from Sperry have uppers made from 100% premium full-grain leather, so they stri...",
      "cited": false
    },
    {
      "url": "https://www.greats.com/collections/leather-shoes?utm_source=chatgpt.com",
      "title": "Leather Shoes for Men | GREATS Premium Men’s Footwear",
      "snippet": "Free standard shipping on all US orders over $100 and free exchanges  New In: The Ravine. Shop Now  New Colors. Same Icon. Shop Royale 2.0.  CART  LEATHER SHOES FOR MEN  STEP FORWARD  Step up your sty...",
      "cited": false
    },
    {
      "url": "https://www.michiganfootdoctors.com/best-mens-dress-shoes-2022-birchbury-brenston-bramford-reviews/?utm_source=chatgpt.com",
      "title": "11 Best Men’s Dress Shoes for 2025 – Stylish, Comfortable & Built to Last",
      "snippet": "The authors or speakers are not associated with any of the above products.  11 BEST MEN’S DRESS SHOES FOR ANY EVENT  STEP INTO STYLE, COMFORT, AND CONFIDENCE  When it comes to elevating your wardrobe...",
      "cited": false
    }
  ],
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    {
      "title": "Allen Edmonds Park Avenue Cap Toe Oxford",
      "image": "https://images.openai.com/static-rsc-1/14XMTUPwjjZJjmC68MzLfCcHqGs_7bwkONzBhcG4MmKOK5Ti2jC-cRJrcE0yJyRS5jBBt8hm3dy_Zd7oHXmVDUxs92KclzIuhBcB8U9_cOc8OBsTQ0_E-G-CV_uuvSF1S9LqhiCxU7zm33RuQ60cU25ukgPrBwKgM7d1UDFdDM41O8n4d49Yklah25o9_SXCCH3JGlrQsw2ilkvBm2LWQ89L6fDqzGDNbscjCd-lEmP8XaLBXy7VMRb3A0wzbP7a",
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    {
      "title": "Amberjack Men's The Original",
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          "website": "Amberjack",
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        },
        {
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          "website": "ODION",
          "link": "https://odionmenswear.com/products/amberjack-dress-shoe?variant=42411239833798&country=US&currency=USD&utm_source=chatgpt.com"
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            "snippet": "The article from InStyle highlights the popularity of The Row's Zippered Boots, a favorite among style icons like Zoë Kravitz and Dakota Johnson since their 2019 release. Known for their chic design and high price tag of $1,500, these boots have become a winter staple in New York City. However, for those unwilling to splurge, the author celebrates a stylish and affordable alternative: Steve Madden’s Jones Boots. Retailing for as low as $87 (on sale), the Jones Boots mimic the original's silhouette with chunky Chelsea soles, front zipper detail, and multiple material options including suede and patent leather. The boots are praised for both their design and comfort, requiring minimal break-in time and providing reliable support for long walks in harsh winter conditions. Available in various colors and textures, they offer a fashionable yet functional option for cold-weather wear. The author enthusiastically recommends snagging a pair while still in stock.",
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        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://thursdayboots.com/products/mens-dress-shoe-executive-brandy?utm_source=chatgpt.com",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://www.clarks.com/en-us/un-briley-step/26179985-p",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://www.footlocker.com/product/~/2997070.html",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://www.champssports.com/product/~/2997070.html?utm_source=chatgpt.com",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://www.clarks.com/en-us/un-briley-step/26179985-p?utm_source=chatgpt.com",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://www.footlocker.com/product/~/2997070.html?utm_source=chatgpt.com",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://www.fashionbeans.com/article/best-leather-shoes-for-men/?utm_source=chatgpt.com",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://www.mensjournal.com/style/essential-mens-shoes?utm_source=chatgpt.com",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "url_moderation",
        "url": "https://www.yahoo.com/lifestyle/best-mens-dress-shoes-203007687.html?utm_source=chatgpt.com",
        "is_safe": true,
        "is_blocked": false
      },
      {
        "type": "metadata",
        "search_tool_call_count": 1,
        "search_tool_query_types": {
          "has_image_query": false,
          "has_search_query": false,
          "has_system1_search_query": false,
          "has_system2_search_query": true,
          "has_product_query": true,
          "has_sports_query": false,
          "has_finance_query": false,
          "has_weather_query": false,
          "has_businesses_query": false,
          "has_open_query": false
        }
      }
    ]
  },
  "web_searched": true,
  "web_search_query": [
    "best leather shoes for men",
    "best men's leather dress shoes and casual leather shoes review"
  ]
}

Supported countries

  • United States
  • United Kingdom
  • Canada
  • Australia
  • New Zealand
  • Ireland
  • India
  • Italy
  • France
  • Germany
  • Spain
  • Netherlands
  • Belgium
  • Switzerland
  • Austria
  • Sweden
  • Norway
  • Denmark

Perplexity

Perplexity preview

Example response

{
  "url": "https://www.perplexity.ai/search/what-is-the-news-today-in-aust-_3zTmnq8QGiB7f2f.ESHgw?0=r",
  "prompt": "what is the news today in Austin",
  "answer_markdown": "Today's news in Austin includes both local and statewide developments. Major headlines cover school closures, law enforcement actions, and political decisions..."
  "web_searched": true,
  "web_search_query": [
    "what is the news today in Austin"
  ],
  "sources": [
    {
      "title": "KUT Homepage | KUT Radio, Austin's NPR Station",
      "url": "https://www.kut.org/",
      "description": "News stories for Austin and Central Texas from the local KUT newsroom, National Public Radio NPR, the BBC and public radio. K-U-T 90.5 FM",
      "position": 1
    },
    {
      "title": "Austin News, Weather, Sports, Breaking News",
      "url": "https://cbsaustin.com/",
      "description": "KEYE TV CBS Austin is the news, sports and weather leader for the Texas Capitol Region, covering events in the surrounding area including Round Rock Pflugerville, Georgetown, Belton, Killeen, Taylor, Lakeway, Buda, Kyle, San Marcos, Wyldwood, Bastrop, Elgin, Bartlett, Jarrell, Bertram, Burnet and Salado.",
      "position": 2
    },
    ...
  ],
  "citations": [
    {
      "url": "https://www.kut.org/",
      "title": "KUT Homepage | KUT Radio, Austin's NPR Station",
      "domain": "https://www.kut.org/",
      "position": "1"
    },
    {
      "url": "https://cbsaustin.com/",
      "title": "Austin News, Weather, Sports, Breaking News",
      "domain": "https://cbsaustin.com/",
      "position": "2"
    },
    ...
  ],
  "is_shopping_data": false,
  "shopping_data": null,
  "related_prompts": [
    "Show top local headlines in Austin right now"
  ]
}

Supported countries

  • United States
  • United Kingdom
  • Canada
  • Australia
  • New Zealand
  • Ireland
  • India
  • Italy
  • France
  • Germany
  • Spain
  • Netherlands
  • Belgium
  • Switzerland
  • Austria
  • Sweden
  • Norway
  • Denmark

Microsoft Copilot

AI Overview preview

Example response

{
  "url": "https://copilot.microsoft.com/chats/G7TZeFAA3dMces2Cb5J3N",
  "prompt": "what is the news today in Austin",
  "answer_markdown": "Here’s a roundup of today’s top stories from Austin: 🕵️‍♀️ \\*\\*Homicide Investigation in North Austin\\*\\* Police have identified 43-year-old Mary Gonzales as the woman found dead behind a business on Research Boulevard. A suspect, 21-year-old ...",
  "sources": [
    {
      "url": "https://www.msn.com/en-us/news/crime/woman-found-dead-behind-north-austin-business-identified-suspect-arrested/ar-AA1ObaMU",
      "title": "Woman found dead behind North Austin business identified; suspect arrested",
      "position": 319,
      "icon_url": "https://bing.com/th?id=ODF.OqKj0UXQrBuruO-UTVHpog&pid=news"
    },
    {
      "url": "https://www.msn.com/en-us/news/crime/police-investigating-after-suspicious-package-found-at-austins-airport/ar-AA1Ob39x",
      "title": "Police investigating after suspicious package found at Austin's airport",
      "position": 555,
      "icon_url": "https://bing.com/th?id=ODF.gqIzXwnbG1WCLoQ1tpisag&pid=news"
    },
    ...
  ]
}

Supported countries

  • United States
  • United Kingdom
  • Canada
  • Australia
  • New Zealand
  • Ireland
  • India
  • Italy
  • France
  • Germany
  • Spain
  • Netherlands
  • Belgium
  • Switzerland
  • Austria
  • Sweden
  • Norway
  • Denmark

Commonly-cited websites

Parsers for commonly-cited websites like Reddit, G2, etc. are provided out of the box. You can always add your own parsers to your own dashboard and use them with the parser parameter.

Reddit

import requests
import json

API_URL = 'https://api.olostep.com/v1/scrapes'
API_KEY = '<YOUR_TOKEN>'

headers = {
    'Authorization': f'Bearer {API_KEY}',
    'Content-Type': 'application/json'
}

payload = {
    'url_to_scrape': 'https://www.reddit.com/r/UXDesign/comments/12h2l9m/anyone_ever_compared_logrocket_to_hotjar_or_others/',
    'formats': ['json'],
    'parser': {
        'id': '@olostep/reddit-post'
    },
}

try:
    print("Starting Olostep API call...")
    response = requests.post(API_URL, headers=headers, data=json.dumps(payload))
    data = response.json()
    print("Olostep API call completed.")
    print(f"Scrape ID: {data['id']}")
    print(f"URL: {data['url_to_scrape']}")
    print(f"Hosted JSON: {data['result']['json_hosted_url']}")
    json_content = json.loads(data['result']['json_content'])
except Exception as error:
    print(f'Error: {error}')
This will return the JSON content of the Reddit post.
{
  "post": {
    "id": "12h2l9m",
    "title": "Anyone ever compared Logrocket to Hotjar or others?",
    "flair": "Tools &amp; apps",
    "author": {
      "username": "samuraidogparty",
      "display_name": "samuraidogparty",
      "avatar_url": null,
      "is_op": true
    },
    "subreddit": "UXDesign",
    "created_at": "2023-04-10T01:22:17.000Z",
    "relative_time": "2y ago",
    "url": "https://www.reddit.com/r/UXDesign/comments/12h2l9m/anyone_ever_compared_logrocket_to_hotjar_or_others/",
    "content": {
      "text": "We’re currently using logrocket and I’m just not a fan of it. The dev side loves it because they can identify bugs, but it seems to be lacking in providing valuable UX information. \n\nI’m looking for alternatives that I can maybe prepare a product comparison on for my boss. But with so many out there all promising to do the same thing, I’m not sure where to start. I wanted to see what others are using and recommending so I can narrow down my research to a kind of “top 3.”\n\nDo any of you have a favorite that you’d recommend? Or do you use logrocket and think I’m wrong? I’d love to hear your thoughts.",
      "html": "&lt;!-- SC_OFF --&gt;&lt;div class=\"md\"&gt;&lt;p&gt;We’re currently using logrocket and I’m just not a fan of it. The dev side loves it because they can identify bugs, but it seems to be lacking in providing valuable UX information. &lt;/p&gt;\n\n&lt;p&gt;I’m looking for alternatives that I can maybe prepare a product comparison on for my boss. But with so many out there all promising to do the same thing, I’m not sure where to start. I wanted to see what others are using and recommending so I can narrow down my research to a kind of “top 3.”&lt;/p&gt;\n\n&lt;p&gt;Do any of you have a favorite that you’d recommend? Or do you use logrocket and think I’m wrong? I’d love to hear your thoughts.&lt;/p&gt;\n&lt;/div&gt;&lt;!-- SC_ON --&gt;",
      "images": [],
      "links": []
    },
    "stats": {
      "upvotes": 5,
      "downvotes": 0,
      "score": 5,
      "upvote_ratio": 1,
      "comments": 10,
      "shares": 0,
      "awards": 0,
      "gilded": 0
    },
    "metadata": {
      "archived": false,
      "locked": false,
      "pinned": false,
      "nsfw": false,
      "spoiler": false,
      "edited": false,
      "distinguished": null,
      "is_self": true,
      "domain": "self.UXDesign"
    }
  },
  "comments": [
    {
      "id": "jfn6zof",
      "author": {
        "username": "Wolfr_",
        "display_name": "Wolfr_",
        "avatar_url": null,
        "is_op": false,
        "flair": {
          "text": null,
          "css_class": null,
          "background_color": null,
          "text_color": null
        }
      },
      "created_at": "2023-04-10T01:29:47.000Z",
      "relative_time": "2y ago",
      "parent_id": "t3_12h2l9m",
      "content": {
        "text": "I think you need a product that was made for UX tracking from the start like FullStory. However they can be very expensive so it can be hard to get buy-in.",
        "html": "&lt;div class=\"md\"&gt;&lt;p&gt;I think you need a product that was made for UX tracking from the start like FullStory. However they can be very expensive so it can be hard to get buy-in.&lt;/p&gt;\n&lt;/div&gt;",
        "images": [],
        "links": []
      },
      "stats": {
        "upvotes": 2,
        "downvotes": 0,
        "score": 2,
        "replies": 1,
        "awards": 0,
        "gilded": 0
      },
      "metadata": {
        "edited": false,
        "archived": false,
        "locked": false,
        "pinned": false,
        "distinguished": null,
        "depth": 0,
        "controversiality": 0,
        "score_hidden": false
      },
      "replies": [
        {
          "id": "lpaq8wl",
          "author": {
            "username": "Cautious-Ad1515",
            "display_name": "Cautious-Ad1515",
            "avatar_url": null,
            "is_op": false,
            "flair": {
              "text": null,
              "css_class": null,
              "background_color": null,
              "text_color": null
            }
          },
          "created_at": "2024-09-28T04:56:10.000Z",
          "relative_time": "1y ago",
          "parent_id": "t1_jfn6zof",
          "content": {
            "text": "Clarity is free. Does Fullstory have something special about it. Im trying to understand the difference.",
            "html": "&lt;div class=\"md\"&gt;&lt;p&gt;Clarity is free. Does Fullstory have something special about it. Im trying to understand the difference.&lt;/p&gt;\n&lt;/div&gt;",
            "images": [],
            "links": []
          },
          "stats": {
            "upvotes": 1,
            "downvotes": 0,
            "score": 1,
            "replies": 0,
            "awards": 0,
            "gilded": 0
          },
          "metadata": {
            "edited": false,
            "archived": false,
            "locked": false,
            "pinned": false,
            "distinguished": null,
            "depth": 1,
            "controversiality": 0,
            "score_hidden": false
          },
          "replies": []
        }
      ]
    },
    {
      "id": "jfo8g8i",
      "author": {
        "username": "batboobies",
        "display_name": "batboobies",
        "avatar_url": null,
        "is_op": false,
        "flair": {
          "text": "Experienced",
          "css_class": null,
          "background_color": "#4b296b",
          "text_color": "light"
        }
      },
      "created_at": "2023-04-10T08:19:43.000Z",
      "relative_time": "2y ago",
      "parent_id": "t3_12h2l9m",
      "content": {
        "text": "I'm really enjoying Livesession! It's a cheaper Fullstory alternative. It's less robust, but like 1/10 of the price and the devs are always releasing new features.",
        "html": "&lt;div class=\"md\"&gt;&lt;p&gt;I&amp;#39;m really enjoying Livesession! It&amp;#39;s a cheaper Fullstory alternative. It&amp;#39;s less robust, but like 1/10 of the price and the devs are always releasing new features.&lt;/p&gt;\n&lt;/div&gt;",
        "images": [],
        "links": []
      },
      "stats": {
        "upvotes": 2,
        "downvotes": 0,
        "score": 2,
        "replies": 0,
        "awards": 0,
        "gilded": 0
      },
      "metadata": {
        "edited": false,
        "archived": false,
        "locked": false,
        "pinned": false,
        "distinguished": null,
        "depth": 0,
        "controversiality": 0,
        "score_hidden": false
      },
      "replies": []
    },
    {
      "id": "jfohcmg",
      "author": {
        "username": "Hypehypehypehy",
        "display_name": "Hypehypehypehy",
        "avatar_url": null,
        "is_op": false,
        "flair": {
          "text": "Experienced",
          "css_class": null,
          "background_color": "#4b296b",
          "text_color": "light"
        }
      },
      "created_at": "2023-04-10T10:29:48.000Z",
      "relative_time": "2y ago",
      "parent_id": "t3_12h2l9m",
      "content": {
        "text": "We use Pendo. It’s very robust and can track just about anything you could think of including native mobile apps. It’s very expensive and requires a small lift from dev to install, but incredibly valuable to aid in data driven design.",
        "html": "&lt;div class=\"md\"&gt;&lt;p&gt;We use Pendo. It’s very robust and can track just about anything you could think of including native mobile apps. It’s very expensive and requires a small lift from dev to install, but incredibly valuable to aid in data driven design.&lt;/p&gt;\n&lt;/div&gt;",
        "images": [],
        "links": []
      },
      "stats": {
        "upvotes": 2,
        "downvotes": 0,
        "score": 2,
        "replies": 0,
        "awards": 0,
        "gilded": 0
      },
      "metadata": {
        "edited": false,
        "archived": false,
        "locked": false,
        "pinned": false,
        "distinguished": null,
        "depth": 0,
        "controversiality": 0,
        "score_hidden": false
      },
      "replies": []
    },
    {
      "id": "lp8j04u",
      "author": {
        "username": "Similar_Address6386",
        "display_name": "Similar_Address6386",
        "avatar_url": null,
        "is_op": false,
        "flair": {
          "text": null,
          "css_class": null,
          "background_color": null,
          "text_color": null
        }
      },
      "created_at": "2024-09-27T19:57:41.000Z",
      "relative_time": "1y ago",
      "parent_id": "t3_12h2l9m",
      "content": {
        "text": "Smartlook.",
        "html": "&lt;div class=\"md\"&gt;&lt;p&gt;Smartlook.&lt;/p&gt;\n&lt;/div&gt;",
        "images": [],
        "links": []
      },
      "stats": {
        "upvotes": 1,
        "downvotes": 0,
        "score": 1,
        "replies": 0,
        "awards": 0,
        "gilded": 0
      },
      "metadata": {
        "edited": false,
        "archived": false,
        "locked": false,
        "pinned": false,
        "distinguished": null,
        "depth": 0,
        "controversiality": 0,
        "score_hidden": false
      },
      "replies": []
    },
    {
      "id": "mlfdrmf",
      "author": {
        "username": "Awkward_Plate5690",
        "display_name": "Awkward_Plate5690",
        "avatar_url": null,
        "is_op": false,
        "flair": {
          "text": null,
          "css_class": null,
          "background_color": null,
          "text_color": null
        }
      },
      "created_at": "2025-04-04T19:37:42.000Z",
      "relative_time": "8mo ago",
      "parent_id": "t3_12h2l9m",
      "content": {
        "text": "We recently introduced LogRocket into out org to track new product launch and I am looking for best ways to set it up as UX designer to track all important stuff and keep improving UX and UI.  \n\nCurious to hear how others set it up and what things you track? How reliable is their GalileoAI?",
        "html": "&lt;div class=\"md\"&gt;&lt;p&gt;We recently introduced LogRocket into out org to track new product launch and I am looking for best ways to set it up as UX designer to track all important stuff and keep improving UX and UI.  &lt;/p&gt;\n\n&lt;p&gt;Curious to hear how others set it up and what things you track? How reliable is their GalileoAI?&lt;/p&gt;\n&lt;/div&gt;",
        "images": [],
        "links": []
      },
      "stats": {
        "upvotes": 1,
        "downvotes": 0,
        "score": 1,
        "replies": 0,
        "awards": 0,
        "gilded": 0
      },
      "metadata": {
        "edited": false,
        "archived": false,
        "locked": false,
        "pinned": false,
        "distinguished": null,
        "depth": 0,
        "controversiality": 0,
        "score_hidden": false
      },
      "replies": []
    },
    {
      "id": "jfndx8m",
      "author": {
        "username": "t510385",
        "display_name": "t510385",
        "avatar_url": null,
        "is_op": false,
        "flair": {
          "text": "Experienced",
          "css_class": null,
          "background_color": "#4b296b",
          "text_color": "light"
        }
      },
      "created_at": "2023-04-10T02:26:13.000Z",
      "relative_time": "2y ago",
      "parent_id": "t3_12h2l9m",
      "content": {
        "text": "FullStory! What a wonderful tool.",
        "html": "&lt;div class=\"md\"&gt;&lt;p&gt;FullStory! What a wonderful tool.&lt;/p&gt;\n&lt;/div&gt;",
        "images": [],
        "links": []
      },
      "stats": {
        "upvotes": 1,
        "downvotes": 0,
        "score": 1,
        "replies": 0,
        "awards": 0,
        "gilded": 0
      },
      "metadata": {
        "edited": false,
        "archived": false,
        "locked": false,
        "pinned": false,
        "distinguished": null,
        "depth": 0,
        "controversiality": 0,
        "score_hidden": false
      },
      "replies": []
    },
    {
      "id": "jlipcma",
      "author": {
        "username": "Cautious-Ad1515",
        "display_name": "Cautious-Ad1515",
        "avatar_url": null,
        "is_op": false,
        "flair": {
          "text": null,
          "css_class": null,
          "background_color": null,
          "text_color": null
        }
      },
      "created_at": "2023-05-25T03:22:26.000Z",
      "relative_time": "2y ago",
      "parent_id": "t3_12h2l9m",
      "content": {
        "text": "Genuinely curious why folks are using FullStory over something like Microsoft Clarity which is totally free?",
        "html": "&lt;div class=\"md\"&gt;&lt;p&gt;Genuinely curious why folks are using FullStory over something like Microsoft Clarity which is totally free?&lt;/p&gt;\n&lt;/div&gt;",
        "images": [],
        "links": []
      },
      "stats": {
        "upvotes": 1,
        "downvotes": 0,
        "score": 1,
        "replies": 1,
        "awards": 0,
        "gilded": 0
      },
      "metadata": {
        "edited": false,
        "archived": false,
        "locked": false,
        "pinned": false,
        "distinguished": null,
        "depth": 0,
        "controversiality": 0,
        "score_hidden": false
      },
      "replies": [
        {
          "id": "llp0zs6",
          "author": {
            "username": "who_am_i_to_say_so",
            "display_name": "who_am_i_to_say_so",
            "avatar_url": null,
            "is_op": false,
            "flair": {
              "text": null,
              "css_class": null,
              "background_color": null,
              "text_color": null
            }
          },
          "created_at": "2024-09-05T21:27:27.000Z",
          "relative_time": "1y ago",
          "parent_id": "t1_jlipcma",
          "content": {
            "text": "Because Microsoft.",
            "html": "&lt;div class=\"md\"&gt;&lt;p&gt;Because Microsoft.&lt;/p&gt;\n&lt;/div&gt;",
            "images": [],
            "links": []
          },
          "stats": {
            "upvotes": 1,
            "downvotes": 0,
            "score": 1,
            "replies": 1,
            "awards": 0,
            "gilded": 0
          },
          "metadata": {
            "edited": false,
            "archived": false,
            "locked": false,
            "pinned": false,
            "distinguished": null,
            "depth": 1,
            "controversiality": 0,
            "score_hidden": false
          },
          "replies": [
            {
              "id": "lpaq4am",
              "author": {
                "username": "Cautious-Ad1515",
                "display_name": "Cautious-Ad1515",
                "avatar_url": null,
                "is_op": false,
                "flair": {
                  "text": null,
                  "css_class": null,
                  "background_color": null,
                  "text_color": null
                }
              },
              "created_at": "2024-09-28T04:54:58.000Z",
              "relative_time": "1y ago",
              "parent_id": "t1_llp0zs6",
              "content": {
                "text": "It’s excellent and free, so I don’t get your point",
                "html": "&lt;div class=\"md\"&gt;&lt;p&gt;It’s excellent and free, so I don’t get your point&lt;/p&gt;\n&lt;/div&gt;",
                "images": [],
                "links": []
              },
              "stats": {
                "upvotes": 1,
                "downvotes": 0,
                "score": 1,
                "replies": 0,
                "awards": 0,
                "gilded": 0
              },
              "metadata": {
                "edited": false,
                "archived": false,
                "locked": false,
                "pinned": false,
                "distinguished": null,
                "depth": 2,
                "controversiality": 0,
                "score_hidden": false
              },
              "replies": []
            }
          ]
        }
      ]
    }
  ],
  "metadata": {
    "conversion_timestamp": "2025-12-13T09:05:05.688Z",
    "comment_tree_depth": 2,
    "total_comments": 10,
    "has_media": false,
    "has_links": false
  }
}

Website crawling

Through the Olostep /v1/crawls endpoint you can crawl a website and get the content from all the pages.
  • Crawl a website and get the content from all subpages (or limit the depth of the crawl)
  • Use special patterns to crawl specific pages (e.g. /blog/**)
  • Pass a webhook_url to get notified when the crawl is completed
  • Search query to only find specific pages and sort by relevance
Resources:

Website mapping

Through the Olostep /v1/maps endpoint you can get all the URLs on a website. This is useful for content discovery, site structure analysis (e.g., SEO), or deciding which URLs you want to scrape next.
  • Get all URLs on a website (including sitemaps and discovered links)
  • Use special patterns to include/exclude paths (e.g. /blog/**)
  • Paginate large responses with cursor (up to 10MB per response)
  • Limit volume with top_n
Resources: