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        "source": "GC Performance",
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        "quote": "Brief new-model intro for Tarmac SL9 Expert; mostly promo links",
        "title": "NEW!! Specialized Tarmac SL9 Expert 2027",
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      "source": "BikeRadar",
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      "value": 6,
      "score_from": "doorprice_reading",
      "quote": "Brilliant but underwhelming; same bike as before, pricing questioned",
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        "seconds": 592,
        "trusted": true,
        "official": false,
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      },
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    },
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      "source": "Cycling Weekly",
      "kind": "video",
      "value": 6.5,
      "score_from": "doorprice_reading",
      "quote": "Asks if SL9 is enough to be one of the best race bikes for 2027",
      "title": "Specialized S-Works Tarmac SL9 Review - In A League Of Its Own?",
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      "sponsored": true,
      "trusted": true,
      "media": {
        "id": "ejyFPpfTmu0",
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        "views": 48090,
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        "seconds": 843,
        "trusted": true,
        "official": false,
        "provider": "youtube",
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      },
      "date": "2026-11-01"
    },
    {
      "source": "David Arthur - Just Ride Bikes",
      "kind": "video",
      "value": 6,
      "score_from": "doorprice_reading",
      "quote": "First-look ride impressions comparing new SL9 with the SL8",
      "title": "I Rode the New Specialized Tarmac SL9... Here's the Truth",
      "url": "https://www.youtube.com/watch?v=SnlRMfj004M",
      "sponsored": false,
      "trusted": false,
      "media": {
        "id": "SnlRMfj004M",
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        "channel": "David Arthur - Just Ride Bikes",
        "seconds": 817,
        "trusted": false,
        "official": false,
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      },
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    },
    {
      "source": "road.cc",
      "kind": "video",
      "value": 6,
      "score_from": "doorprice_reading",
      "quote": "Comparison video asking whether SL9 is worth buying over SL8",
      "title": "Specialized Tarmac SL9 vs Tarmac SL8 - Which is Better in 2026?",
      "url": "https://www.youtube.com/watch?v=qa3GGe3rgiE",
      "sponsored": true,
      "trusted": false,
      "media": {
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      "date": "2026-06-30"
    },
    {
      "source": "GC Performance",
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      "value": 5,
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      "quote": "Brief new-model intro for Tarmac SL9 Expert; mostly promo links",
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      "trusted": false,
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  "voices": [
    {
      "source": "YouTube comment on BikeRadar",
      "kind": "community",
      "value": 7,
      "quote": "Praises the honest, refreshing SL9 review",
      "url": "https://www.youtube.com/watch?v=as2dVQHkbS0&lc=UgwcAm2FyQPXZYFaNnl4AaABAg",
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    },
    {
      "source": "YouTube comment on BikeRadar",
      "kind": "community",
      "value": 3.5,
      "quote": "Suggests buying last-gen frames since SL9 shows no big performance jump",
      "url": "https://www.youtube.com/watch?v=as2dVQHkbS0&lc=Ugw0xDJ36pLnDtYxEEd4AaABAg",
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    },
    {
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      "kind": "community",
      "value": 3,
      "quote": "Says development money should have made SL8 cheaper instead",
      "url": "https://www.youtube.com/watch?v=ejyFPpfTmu0&lc=UgysWFGVZrdHxqtLgq94AaABAg",
      "months_owned": 0,
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    },
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      "kind": "community",
      "value": 6,
      "quote": "Confident 35mm tires fit the SL9 based on measured width on older SL7",
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    },
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      "value": 7,
      "quote": "Appreciates honest review style of the SL9 review",
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      "date": "2026-07-07"
    },
    {
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      "value": 3,
      "quote": "Says people won't upgrade every few years to save 4 watts",
      "url": "https://www.youtube.com/watch?v=ejyFPpfTmu0&lc=Ugw_EeBPfTXEF096ASN4AaABAg",
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      "date": "2026-11-02"
    },
    {
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      "kind": "owner",
      "value": 7.5,
      "quote": "Early impressions after real miles; asks if new SL9 is worth it",
      "url": "https://www.youtube.com/watch?v=GUiYAGyjl2I",
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    },
    {
      "source": "YouTube comment on Cycling Weekly",
      "kind": "community",
      "value": 4.5,
      "quote": "Price of £12,000 for marginal gains over SL8 seems crazy",
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      "months_owned": 0,
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      "comment": true,
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  "red_flags": [
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  "evidence_counts": {
    "videos": 5,
    "experts": 0,
    "owners": 1,
    "community": 7
  },
  "specs": {},
  "features": [],
  "description": "The Tarmac SL9 was born from the fastest road bike ever made. Not just because it's the lightest. Not just because it's Specialized's most aero. Not because it handles better than anything else on the road. But because it delivers the lowest real-world Time to Finish of any road bike ever made. Tarmac SL9 turns more of your effort into pure speed—validated for real race courses, real terrain, real riders. When the goal is to cross the line first, no road bike gets you there faster.",
  "researched_at": "2026-11-09T23:09:20.716+00:00",
  "delivered_price": {
    "how": "Ask for the price delivered to a ZIP: real shipping options from the store’s own cart plus estimated tax.",
    "api": "/api/v1/products/shopify%3A26MrSOiPPIXLF3cCuJKRHO/delivered?zip=43215",
    "mcp": "get_delivered_price"
  },
  "explainers": {
    "level": "some",
    "ladders": [
      {
        "id": "shimano_road",
        "label": "Shimano road groupsets",
        "about": "A groupset is the shifters, derailleurs, brakes, crankset and cassette. Higher tiers are lighter, shift more crisply and have more gears; most riders stop noticing a difference above 105.",
        "steps": [
          {
            "key": "claris",
            "name": "Claris",
            "note": "8-speed. Entry level, fine for commuting",
            "this": false,
            "option": false
          },
          {
            "key": "sora",
            "name": "Sora",
            "note": "9-speed. Entry level with wider gearing",
            "this": false,
            "option": false
          },
          {
            "key": "tiagra",
            "name": "Tiagra",
            "note": "10-speed. Solid for fitness riding",
            "this": false,
            "option": false
          },
          {
            "key": "105",
            "name": "105",
            "note": "11 or 12-speed, mechanical or Di2. The sweet spot for most riders",
            "this": false,
            "option": true
          },
          {
            "key": "ultegra",
            "name": "Ultegra",
            "note": "12-speed Di2. Lighter, race-ready",
            "this": false,
            "option": true
          },
          {
            "key": "duraace",
            "name": "Dura-Ace",
            "note": "12-speed Di2. Pro race level; light and expensive",
            "this": false,
            "option": true
          }
        ]
      },
      {
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        "about": "SRAM’s road groups, lowest to highest. AXS means wireless electronic shifting.",
        "steps": [
          {
            "key": "apex",
            "name": "Apex",
            "note": "12-speed, mechanical or AXS. Entry level, often 1x for gravel",
            "this": false,
            "option": false
          },
          {
            "key": "rival",
            "name": "Rival AXS",
            "note": "12-speed wireless. Comparable to Shimano 105 Di2",
            "this": false,
            "option": true
          },
          {
            "key": "force",
            "name": "Force AXS",
            "note": "12-speed wireless. Comparable to Ultegra",
            "this": false,
            "option": true
          },
          {
            "key": "red",
            "name": "Red AXS",
            "note": "12-speed wireless. Top race level",
            "this": false,
            "option": true
          }
        ]
      }
    ],
    "terms": [
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        "id": "di2",
        "label": "Di2",
        "text": "Shimano’s electronic shifting: a small motor moves the chain at the press of a button. Crisper shifts and no cable stretch; you charge it every few hundred miles, and it usually adds several hundred dollars."
      },
      {
        "id": "axs",
        "label": "AXS",
        "text": "SRAM’s wireless electronic shifting. No cables to adjust; each part has a battery you charge."
      }
    ]
  }
}